Author Archives: Art Inteligencia

About Art Inteligencia

Art Inteligencia is the lead futurist at Inteligencia Ltd. He is passionate about content creation and thinks about it as more science than art. Art travels the world at the speed of light, over mountains and under oceans. His favorite numbers are one and zero. Content Authenticity Statement: If it wasn't clear, any articles under Art's byline have been written by OpenAI Playground or Gemini using Braden Kelley and public content as inspiration.

Remembrance, Resilience, and 911 Advances in Public Safety

Twenty-Five Years Later

Remembrance, Resilience, and 911 Advances in Public Safety

by Art Inteligencia


What Do We Owe the Lives Lost on September 11, 2001?

On this twenty-fifth anniversary of September 11, 2001, we begin where we must: with the people. Nearly three thousand lives were taken in New York, at the Pentagon, and in the fields of Pennsylvania — parents, children, first responders, coworkers, passengers, and neighbors. Grief does not expire on a calendar. For families and friends, love and absence still share the same quiet rooms.

We say their names because numbers alone cannot hold a human being. The National September 11 Memorial & Museum keeps those names in bronze and in living memory. What follows is offered in that spirit of remembrance — with humility, and with hope that a safer, more decent future is part of how we honor them.

This article pairs 911 public-safety and national-defense advances since 2001 with the names of those killed in the attacks (drawn from public memorial listings). Each entry ends with two to four names in parentheses — not as a footnote to technology, but as a dedication: progress in service of human life, remembered alongside human life.

If you are a family member or survivor reading today: thank you for your courage. May these pages feel like respect, not noise.

How Did a Wounded World Also Learn to Protect Life Better?

Out of horror, people still chose to build. First responders rewrote doctrine. Engineers strengthened stairwells and codes. Public servants built new agencies and warning systems. Clinicians carried battlefield lessons into civilian trauma bays. Communities practiced saying something when something felt wrong. None of that erases what was lost. It does affirm a human truth: we can refuse to let the last word belong to those who destroy.

The list below is not a claim that technology heals grief. It is a map of effort — imperfect, debated, sometimes overdue — aimed at preventing the next hard landing for civilians, responders, and service members. Soft landings for a free society require both vigilance and humanity.

911 Public-Safety and Defense Advances — Each Dedicated to the Fallen

Source for names: public 9/11 memorial victim listings (World Trade Center, Pentagon, and Flights 11, 77, 93, and 175). Innovations emphasize aviation security, first response, critical infrastructure protection, cybersecurity, trauma care, and community resilience since 2001. Some themes appear more than once as capabilities matured and spread — because real safety work is rarely a single invention; it is sustained commitment.

2,975 names are included across the 911 dedications below.

  1. Creation of the U.S. Department of Homeland Security to unify domestic security missions. (In remembrance: Gordon M. Aamoth, Jr., Edelmiro Abad, Marie Rose Abad, Andrew Anthony Abate)
  2. Transportation Security Administration (TSA) screening standards for commercial aviation. (In remembrance: Vincent Paul Abate, Laurence Christopher Abel, Alona Abraham, William F. Abrahamson)
  3. Federal Air Marshal Service expansion for in-flight security. (In remembrance: Richard Anthony Aceto, Heinrich Bernhard Ackermann, Paul Acquaviva, Christian Adams)
  4. Reinforced cockpit doors as a global commercial aviation standard. (In remembrance: Donald LaRoy Adams, Patrick Adams, Shannon Lewis Adams, Stephen George Adams)
  5. Secure Flight passenger pre-screening for watchlist matching. (In remembrance: Ignatius Udo Adanga, Christy A. Addamo, Terence Edward Adderley, Jr., Sophia B. Addo)
  6. Advanced Imaging Technology (AIT) at airport checkpoints. (In remembrance: Lee Adler, Daniel Thomas Afflitto, Emmanuel Akwasi Afuakwah, Alok Agarwal)
  7. Explosive Trace Detection (ETD) for carry-on and cargo screening. (In remembrance: Mukul Kumar Agarwala, Joseph Agnello, David Scott Agnes, Joao Alberto da Fonseca Aguiar, Jr.)
  8. Computed tomography (CT) scanners for checked-baggage explosives detection. (In remembrance: Brian G. Ahearn, Jeremiah Joseph Ahern, Joanne Marie Ahladiotis, Shabbir Ahmed)
  9. Behavioral Detection Officer programs supporting layered aviation security. (In remembrance: Terrance Andre Aiken, Godwin O. Ajala, Trudi M. Alagero, Andrew Alameno)
  10. Known Crewmember and identity-verification programs for aviation workers. (In remembrance: Margaret Ann Alario, Gary M. Albero, Jon Leslie Albert, Peter Craig Alderman)
  11. TSA PreCheck risk-based screening for trusted travelers. (In remembrance: Jacquelyn Delaine Aldridge-Frederick, David D. Alger, Ernest Alikakos, Edward L. Allegretto)
  12. Global Entry and trusted-traveler programs at ports of entry. (In remembrance: Eric Allen, Joseph Ryan Allen, Richard Dennis Allen, Richard L. Allen)
  13. Customs and Border Protection biometric entry/exit modernization. (In remembrance: Christopher E. Allingham, Anna S. W. Allison, Janet Marie Alonso, Anthony Alvarado)
  14. Container Security Initiative for overseas cargo risk screening. (In remembrance: Antonio Javier Alvarez, Victoria Alvarez-Brito, Telmo E. Alvear, Cesar Amoranto Alviar)
  15. Customs-Trade Partnership Against Terrorism (C-TPAT) supply-chain security. (In remembrance: Tariq Amanullah, Angelo Amaranto, James M. Amato, Joseph Amatuccio)
  16. National Targeting Center analytics for cargo and traveler risk. (In remembrance: Paul W. Ambrose, Christopher Charles Amoroso, Craig Scott Amundson, Kazuhiro Anai)
  17. Fusion centers linking federal, state, and local threat information. (In remembrance: Calixto Anaya, Jr., Joseph P. Anchundia, Kermit Charles Anderson, Yvette Constance Anderson)
  18. Nationwide Suspicious Activity Reporting (SAR) initiatives. (In remembrance: John Jack Andreacchio, Michael Rourke Andrews, Jean Ann Andrucki, Siew-Nya Ang)
  19. If You See Something, Say Something public vigilance campaigns. (In remembrance: Joseph Angelini, Sr., Joseph John Angelini, Jr., David Lawrence Angell, Mary Lynn Edwards Angell)
  20. National Incident Management System (NIMS) for multi-agency response. (In remembrance: Laura Angilletta, Doreen J. Angrisani, Lorraine Antigua, Seima David Aoyama)
  21. Incident Command System (ICS) standardization across first responders. (In remembrance: Peter Paul Apollo, Faustino Apostol, Jr., Frank Thomas Aquilino, Patrick Michael Aranyos)
  22. National Response Framework for coordinated disaster operations. (In remembrance: David Gregory Arce, Michael George Arczynski, Louis Arena, Barbara Jean Arestegui)
  23. FEMA modernization of disaster logistics and mutual aid. (In remembrance: Adam P. Arias, Michael J. Armstrong, Jack Charles Aron, Joshua Todd Aron)
  24. Urban Search and Rescue (US&R) task-force capability expansion. (In remembrance: Richard Avery Aronow, Myra Joy Aronson, Japhet Jesse Aryee, Carl Francis Asaro)
  25. Interoperable radio and FirstNet public-safety broadband for responders. (In remembrance: Michael A. Asciak, Michael Edward Asher, Janice Marie Ashley, Thomas J. Ashton)
  26. Next Generation 911 (NG911) for text, location, and multimedia emergency calls. (In remembrance: Manuel O. Asitimbay, Gregg A. Atlas, Gerald Thomas Atwood, James Audiffred)
  27. Wireless Emergency Alerts (WEA) for mobile public warning. (In remembrance: Louis F. Aversano, Jr., Ezra Aviles, Sandy Ayala, Arlene T. Babakitis)
  28. Integrated Public Alert and Warning System (IPAWS). (In remembrance: Eustace R. Bacchus, John J. Badagliacca, Jane Ellen Baeszler, Robert J. Baierwalter)
  29. Enhanced 911 location accuracy for mobile callers. (In remembrance: Andrew J. Bailey, Brett T. Bailey, Garnet Ace Bailey, Tatyana Bakalinskaya)
  30. Automatic Vehicle Location (AVL) for fire and EMS dispatch. (In remembrance: Michael S. Baksh, Sharon M. Balkcom, Michael Andrew Bane, Katherine Bantis)
  31. Computer-Aided Dispatch (CAD) modernization for emergency services. (In remembrance: Gerard Baptiste, Walter Baran, Gerard A. Barbara, Paul Vincent Barbaro)
  32. Body-worn cameras with evidence-management workflows for accountability. (In remembrance: James William Barbella, Victor Daniel Barbosa, Christine Johnna Barbuto, Colleen Ann Barkow)
  33. License plate reader analytics used under policy for investigations. (In remembrance: David Michael Barkway, Matthew Barnes, Melissa Rose Barnes, Sheila Patricia Barnes)
  34. ShotSpotter and acoustic gunshot detection networks in cities. (In remembrance: Evan Jay Baron, Renee Barrett-Arjune, Arthur Thaddeus Barry, Diane G. Barry)
  35. Crime-mapping and real-time crime center platforms for police. (In remembrance: Maurice Vincent Barry, Scott D. Bart, Carlton W. Bartels, Guy Barzvi)
  36. Portable X-ray and robotics for bomb squad render-safe operations. (In remembrance: Inna B. Basina, Alysia Christine Burton Basmajian, Kenneth William Basnicki, Steven Joseph Bates)
  37. Advanced bomb suits and disruptor tools for EOD teams. (In remembrance: Paul James Battaglia, W. David Bauer, Ivhan Luis Carpio Bautista, Marlyn Capito Bautista)
  38. Biometric identity systems for watchlisting and credentialing. (In remembrance: Mark Lawrence Bavis, Jasper Baxter, Lorraine G. Bay, Michele Beale)
  39. FBI Next Generation Identification (NGI) biometric services. (In remembrance: Todd M. Beamer, Paul Frederick Beatini, Jane S. Beatty, Alan Anthony Beaven)
  40. Terrorist Screening Center watchlist operational improvements. (In remembrance: Lawrence Ira Beck, Manette Marie Beckles, Carl John Bedigian, Michael Ernest Beekman)
  41. No-Fly List and Selectee List process refinements with redress pathways. (In remembrance: Maria A. Behr, Max J. Beilke, Yelena Belilovsky, Nina Patrice Bell)
  42. Visa security and Student and Exchange Visitor Program oversight upgrades. (In remembrance: Debbie S. Bellows, Stephen Elliot Belson, Paul M. Benedetti, Denise Lenore Benedetto)
  43. US-VISIT / biometric border systems evolution. (In remembrance: Bryan Craig Bennett, Eric L. Bennett, Oliver Bennett, Margaret L. Benson)
  44. REAL ID Act identity standards for state-issued credentials. (In remembrance: Dominick J. Berardi, James Patrick Berger, Steven Howard Berger, John P. Bergin)
  45. Chemical Facility Anti-Terrorism Standards (CFATS). (In remembrance: Alvin Bergsohn, Daniel David Bergstein, Graham Andrew Berkeley, Michael J. Berkeley)
  46. Protective Security Advisor programs for critical infrastructure. (In remembrance: Donna M. Bernaerts, David W. Bernard, William H. Bernstein, David M. Berray)
  47. National Infrastructure Protection Plan sector partnership model. (In remembrance: David Shelby Berry, Joseph John Berry, William Reed Bethke, Yeneneh Betru)
  48. Cybersecurity and Infrastructure Security Agency (CISA) establishment. (In remembrance: Timothy D. Betterly, Carolyn Mayer Beug, Edward Frank Beyea, Paul Michael Beyer)
  49. National Cybersecurity Protection System and Einstein intrusion detection. (In remembrance: Anil Tahilram Bharvaney, Bella J. Bhukhan, Shimmy D. Biegeleisen, Peter Alexander Bielfeld)
  50. Continuous Diagnostics and Mitigation (CDM) for federal networks. (In remembrance: William G. Biggart, Brian Eugene Bilcher, Mark Bingham, Carl Vincent Bini)
  51. Binding Operational Directives for federal cyber hygiene. (In remembrance: Gary Eugene Bird, Joshua David Birnbaum, George John Bishop, Kris Romeo Bishundat)
  52. Election infrastructure security designation and support. (In remembrance: Jeffrey Donald Bittner, Albert Balewa Blackman, Jr., Christopher Joseph Blackwell, Carrie Rosetta Blagburn)
  53. Industrial control system (ICS/SCADA) security guidance for utilities. (In remembrance: Susan Leigh Blair, Harry Blanding, Jr., Janice Lee Blaney, Craig Michael Blass)
  54. Maritime Transportation Security Act port and vessel security regimes. (In remembrance: Rita Blau, Richard Middleton Blood, Jr., Michael Andrew Boccardi, John Paul Bocchi)
  55. Transportation Worker Identification Credential (TWIC). (In remembrance: Michael L. Bocchino, Susan M. Bochino, Deora Frances Bodley, Bruce Douglas Boehm)
  56. Automatic Identification System (AIS) vessel tracking for maritime awareness. (In remembrance: Mary Catherine Murphy-Boffa, Nicholas Andrew Bogdan, Darren Christopher Bohan, Lawrence Francis Boisseau)
  57. Coast Guard Maritime Security Response Team capabilities. (In remembrance: Vincent M. Boland, Jr., Touri Hamzavi Bolourchi, Alan Bondarenko, Andre Bonheur, Jr.)
  58. Radiation portal monitors at seaports and border crossings. (In remembrance: Colin Arthur Bonnett, Frank J. Bonomo, Yvonne Lucia Bonomo, Sean Booker, Sr.)
  59. Nuclear detection architecture for illicit radiological materials. (In remembrance: Kelly Ann Booms, Canfield D. Boone, Mary Jane Booth, Sherry Ann Bordeaux)
  60. BioWatch environmental monitoring for biological threat agents. (In remembrance: Krystine Bordenabe, Jerry J. Borg, Martin Michael Boryczewski, Richard Edward Bosco)
  61. Strategic National Stockpile modernization for medical countermeasures. (In remembrance: Klaus Bothe, Carol Marie Bouchard, J. Howard Boulton, Francisco Eligio Bourdier)
  62. Cities Readiness Initiative for mass prophylaxis distribution. (In remembrance: Thomas Harold Bowden, Jr., Donna M. Bowen, Kimberly S. Bowers, Veronique Nicole Bowers)
  63. Hospital surge and trauma system planning after mass-casualty lessons. (In remembrance: Larry Bowman, Shawn Edward Bowman, Jr., Kevin L. Bowser, Gary R. Box)
  64. Tactical Combat Casualty Care (TCCC) principles adapted to civilian EMS. (In remembrance: Gennady Boyarsky, Pamela Boyce, Allen P. Boyle, Michael Boyle)
  65. Stop the Bleed public hemorrhage-control training and kits. (In remembrance: Alfred J. Braca, Sandra Conaty Brace, Kevin Hugh Bracken, Sandy Waugh Bradshaw)
  66. Tourniquet and hemostatic dressing standards for first responders. (In remembrance: David Brian Brady, Alexander Braginsky, Nicholas W. Brandemarti, Daniel Raymond Brandhorst)
  67. Improved structural collapse rescue tools and shoring techniques. (In remembrance: David Reed Gamboa Brandhorst, Michelle Renee Bratton, Patrice Braut, Lydia Estelle Bravo)
  68. Firefighter accountability and PASS device improvements. (In remembrance: Ronald Michael Breitweiser, Edward A. Brennan III, Frank H. Brennan, Michael E. Brennan)
  69. Self-contained breathing apparatus (SCBA) and thermal imaging advances. (In remembrance: Peter Brennan, Thomas More Brennan, Daniel J. Brethel, Gary Lee Bright)
  70. Building code updates for high-rise egress, stairwell, and fireproofing. (In remembrance: Jonathan Eric Briley, Mark A. Brisman, Paul Gary Bristow, Marion R. Britton)
  71. NYC Local Law high-rise safety reforms after WTC investigations. (In remembrance: Mark Francis Broderick, Herman Charles Broghammer, Keith A. Broomfield, Bernard C. Brown II)
  72. NIST World Trade Center investigation recommendations for structural safety. (In remembrance: Janice Juloise Brown, Lloyd Stanford Brown, Patrick John Brown, Bettina B. Browne-Radburn)
  73. Progressive collapse design awareness in tall-building engineering. (In remembrance: Mark Bruce, Richard George Bruehert, Andrew Brunn, Vincent Edward Brunton)
  74. Impact-resistant glazing and progressive façade safety research. (In remembrance: Ronald Bucca, Brandon J. Buchanan, Greg J. Buck, Dennis Buckley)
  75. Elevator recall and firefighter emergency operation refinements. (In remembrance: Nancy Clare Bueche, Patrick Joseph Buhse, John Edward Bulaga, Jr., Stephen Bruce Bunin)
  76. Refuge floors and phased evacuation planning in skyscraper design. (In remembrance: Christopher L. Burford, Matthew J. Burke, Thomas Daniel Burke, William Francis Burke, Jr.)
  77. Active shooter preparedness curricula for schools and workplaces. (In remembrance: Charles F. Burlingame III, Thomas E. Burnett, Jr., Donald J. Burns, Kathleen Anne Burns)
  78. Run-Hide-Fight and ALICE-informed civilian response education. (In remembrance: Keith James Burns, John Patrick Burnside, Irina Buslo, Milton G. Bustillo)
  79. School soft-target hardening: controlled entry and visitor management. (In remembrance: Thomas M. Butler, Patrick Dennis Byrne, Timothy G. Byrne, Daniel M. Caballero)
  80. Stadium and large-venue security screening architectures. (In remembrance: Jesus Neptali Cabezas, Lillian Caceres, Brian Joseph Cachia, Steven Dennis Cafiero, Jr.)
  81. Explosive detection canine program expansion. (In remembrance: Richard Michael Caggiano, Cecile Marella Caguicla, John Brett Cahill, Michael John Cahill)
  82. Homemade explosive (HME) recognition training for responders. (In remembrance: Scott Walter Cahill, Thomas Joseph Cahill, George C. Cain, Salvatore B. Calabro)
  83. Counter-IED route clearance and vehicle-borne IED defense methods. (In remembrance: Joseph M. Calandrillo, Philip V. Calcagno, Edward Calderon, Jose O. Calderon-Olmedo)
  84. MRAP and blast-resistant vehicle lessons applied to force protection. (In remembrance: Kenneth Marcus Caldwell, Dominick E. Calia, Felix Bobby Calixte, Francis Joseph Callahan)
  85. Improved body armor and trauma plate systems for troops and police. (In remembrance: Liam Callahan, Suzanne M. Calley, Gino Luigi Calvi, Roko Camaj)
  86. Night-vision and sensor fusion for base and border protection. (In remembrance: Michael F. Cammarata, David Otey Campbell, Geoffrey Thomas Campbell, Robert Arthur Campbell)
  87. Unmanned aerial systems for border and disaster situational awareness. (In remembrance: Sandra Patricia Campbell, Sean Thomas Canavan, John A. Candela, Vincent A. Cangelosi)
  88. Counter-UAS detection and mitigation for airports and critical sites. (In remembrance: Stephen J. Cangialosi, Lisa Bella Cannava, Brian Cannizzaro, Michael R. Canty)
  89. Persistent ISR and wide-area airborne surveillance concepts. (In remembrance: Louis Anthony Caporicci, Jonathan Neff Cappello, James Christopher Cappers, Richard Michael Caproni)
  90. Predator/Reaper-class remotely piloted aircraft for overwatch missions. (In remembrance: Jose Manuel Cardona, Dennis M. Carey, Sr., Edward Carlino, Michael Scott Carlo)
  91. Precision munitions reducing collateral damage in counterterror operations. (In remembrance: David G. Carlone, Rosemarie C. Carlson, Mark Stephen Carney, Joyce Ann Carpeneto)
  92. Special Operations joint task force integration models. (In remembrance: Jeremy Caz Carrington, Michael T. Carroll, Peter J. Carroll, James Joseph Carson, Jr.)
  93. Joint Terrorism Task Forces (JTTF) expansion nationwide. (In remembrance: Christoffer Mikael Carstanjen, Angelene C. Carter, James Marcel Cartier, Sharon Ann Carver)
  94. Terrorism Liaison Officer programs for local agencies. (In remembrance: Vivian Casalduc, John Francis Casazza, Paul Regan Cascio, Neilie Anne Heffernan Casey)
  95. Open-source intelligence (OSINT) tradecraft for threat monitoring. (In remembrance: William Joseph Cashman, Thomas Anthony Casoria, William Otto Caspar, Alejandro Castaño)
  96. Social media exploitation cells for investigative leads (with legal process). (In remembrance: Arcelia Castillo, Leonard M. Castrianno, Jose Ramon Castro, William E. Caswell)
  97. Financial intelligence and terrorist financing disruption (FinCEN/OFAC tools). (In remembrance: Richard G. Catarelli, Christopher Sean Caton, Robert John Caufield, Mary Teresa Caulfield)
  98. SWIFT and banking compliance analytics against illicit finance. (In remembrance: Judson Cavalier, Michael Joseph Cawley, Jason David Cayne, Juan Armando Ceballos)
  99. Charity and NGO abuse detection for terror finance prevention. (In remembrance: Marcia G. Cecil-Carter, Jason Michael Cefalu, Thomas Joseph Celic, Ana Mercedes Centeno)
  100. Passenger Name Record (PNR) analytics with privacy safeguards. (In remembrance: Joni Cesta, John J. Chada, Jeffrey Marc Chairnoff, Swarna Chalasani)
  101. API/PNR advance passenger information systems. (In remembrance: William A. Chalcoff, Eli Chalouh, Charles Lawrence Chan, Mandy Chang)
  102. INTERPOL Stolen and Lost Travel Documents database wider use. (In remembrance: Rosa Maria Chapa, Mark Lawrence Charette, David M. Charlebois, Gregorio Manuel Chavez)
  103. ePassports and RFID chip identity documents. (In remembrance: Pedro Francisco Checo, Douglas MacMillan Cherry, Stephen Patrick Cherry, Vernon Paul Cherry)
  104. Facial recognition for watchlist matching at controlled borders. (In remembrance: Nestor Julio Chevalier, Jr., Swede Joseph Chevalier, Alexander H. Chiang, Dorothy J. Chiarchiaro)
  105. Iris and multimodal biometrics for high-security identity proofing. (In remembrance: Luis Alfonso Chimbo, Robert Chin, Eddie Wing-Wai Ching, Nicholas Paul Chiofalo)
  106. Mobile driver’s license and digital ID pilots with security controls. (In remembrance: John G. Chipura, Peter A. Chirchirillo, Catherine Ellen Chirls, Kyung Hee Casey Cho)
  107. Cloud-based emergency operations center (EOC) collaboration platforms. (In remembrance: Abul K. Chowdhury, Mohammad Salahuddin Chowdhury, Kirsten Lail Christophe, Pamela Chu)
  108. WebEOC and common operating picture systems for incidents. (In remembrance: Steven Paul Chucknick, Wai Ching Chung, Christopher Ciafardini, Alex F. Ciccone)
  109. Drone-based damage assessment after disasters and attacks. (In remembrance: Frances Ann Cilente, Elaine Cillo, Patricia Ann Cimaroli Massari, Edna Cintron)
  110. Satellite rapid mapping for incident commanders. (In remembrance: Nestor Andre Cintron III, Robert D. Cirri, Sr., Juan Pablo Cisneros, Benjamin Keefe Clark)
  111. GIS-based critical infrastructure dependency mapping. (In remembrance: Eugene Clark, Gregory Alan Clark, Mannie Leroy Clark, Sara M. Clark)
  112. Resilient power microgrids for hospitals and emergency facilities. (In remembrance: Thomas R. Clark, Christopher Robert Clarke, Donna Marie Clarke, Michael J. Clarke)
  113. Backup communications: satellite phones and mesh radio for blackouts. (In remembrance: Suria Rachel Emma Clarke, Kevin Francis Cleary, James D. Cleere, Geoffrey W. Cloud)
  114. Hardened data centers and continuity-of-operations (COOP) planning. (In remembrance: Susan Marie Clyne, Steven Coakley, Jeffrey Alan Coale, Patricia A. Cody)
  115. Continuity of Government and Continuity of Operations playbooks. (In remembrance: Daniel Michael Coffey, Jason Matthew Coffey, Florence G. Cohen, Kevin S. Cohen)
  116. Private-sector information sharing (ISACs) for critical industries. (In remembrance: Anthony Joseph Coladonato, Mark Joseph Colaio, Stephen J. Colaio, Christopher Michael Colasanti)
  117. Aviation ISAC and sector cyber threat sharing. (In remembrance: Kevin Nathaniel Colbert, Michel P. Colbert, Keith E. Coleman, Scott Thomas Coleman)
  118. Financial Services ISAC threat intelligence distribution. (In remembrance: Tarel Coleman, Liam Joseph Colhoun, Robert D. Colin, Robert J. Coll)
  119. Health-ISAC coordination for hospital cybersecurity. (In remembrance: Jean Marie Collin, John Michael Collins, Michael L. Collins, Thomas Joseph Collins)
  120. Multi-factor authentication mandates for privileged government access. (In remembrance: Joseph Kent Collison, Jeffrey Dwayne Collman, Patricia Malia Colodner, Linda M. Colon)
  121. Zero-trust network architecture adoption in federal IT. (In remembrance: Sol E. Colon, Ronald Edward Comer, Jaime Concepcion, Albert Conde)
  122. Endpoint detection and response (EDR) at national scale. (In remembrance: Denease Conley, Susan P. Conlon, Margaret Mary Conner, Cynthia Marie Lise Connolly)
  123. Security orchestration, automation, and response (SOAR) platforms. (In remembrance: John E. Connolly, Jr., James Lee Connor, Jonathan M. Connors, Kevin Patrick Connors)
  124. Threat intelligence platforms (TIP) for analyst collaboration. (In remembrance: Kevin F. Conroy, Brenda E. Conway, Dennis Michael Cook, Helen D. Cook)
  125. Malware reverse-engineering labs for nation-state and terror-linked tools. (In remembrance: Jeffrey W. Coombs, John A. Cooper, Julian T. Cooper, Joseph John Coppo, Jr.)
  126. Ransomware response playbooks for cities and hospitals. (In remembrance: Gerard J. Coppola, Joseph Albert Corbett, John J. Corcoran III, Alejandro Cordero)
  127. Election security risk-limiting audits and paper-ballot resilience. (In remembrance: Robert Joseph Cordice, Ruben D. Correa, Danny A. Correa-Gutierrez, Georgine Rose Corrigan)
  128. Deepfake detection research for influence-operation defense. (In remembrance: James J. Corrigan, Ret., Carlos Cortés-Rodriguez, Kevin Michael Cosgrove, Dolores Marie Costa)
  129. Content provenance and watermarking research for media authenticity. (In remembrance: Digna Alexandra Costanza, Charles Gregory Costello, Jr., Michael S. Costello, Asia S. Cottom)
  130. Secure software development frameworks (e.g., SSDF) for vendors. (In remembrance: Conrod Kofi Cottoy, Sr., Martin John Coughlan, John G. Coughlin, Timothy J. Coughlin)
  131. Software bill of materials (SBOM) transparency for supply-chain risk. (In remembrance: James E. Cove, Andre Colin Cox, Frederick John Cox, James Raymond Coyle)
  132. Hardware root-of-trust and secure boot for critical devices. (In remembrance: Michele Coyle-Eulau, Christopher Seton Cramer, Eric A. Cranford, Denise Elizabeth Crant)
  133. 5G security frameworks for public-safety broadband. (In remembrance: James Leslie Crawford, Jr., Robert James Crawford, Tara Kathleen Creamer, Joanne Mary Cregan)
  134. Mission-critical push-to-talk over LTE/5G for responders. (In remembrance: Lucia Crifasi, John A. Crisci, Daniel Hal Crisman, Dennis A. Cross)
  135. Wearable physiological monitoring for firefighters in IDLH atmospheres. (In remembrance: Kevin R. Crotty, Thomas G. Crotty, John R. Crowe, Welles Remy Crowther)
  136. Exoskeleton research for stretcher and rubble-lift assistance. (In remembrance: Robert L. Cruikshank, John Robert Cruz, Grace Alegre Cua, Kenneth John Cubas)
  137. Robotic casualty extraction concepts for denied environments. (In remembrance: Francisco Cruz Cubero, Thelma Cuccinello, Richard Joseph Cudina, Neil James Cudmore)
  138. AI-assisted triage research for mass-casualty incidents. (In remembrance: Thomas Patrick Cullen III, Joan Cullinan, Joyce Rose Cummings, Brian Thomas Cummins)
  139. Portable ultrasound and point-of-care diagnostics in field medicine. (In remembrance: Michael Joseph Cunningham, Robert Curatolo, Laurence Damian Curia, Paul Dario Curioli)
  140. Blood product and freeze-dried plasma advances for trauma. (In remembrance: Patrick Joseph Currivan, Beverly L. Curry, Andrew Peter Charles Curry Green, Michael Sean Curtin)
  141. REBOA and advanced hemorrhage control in trauma centers. (In remembrance: Patricia Cushing, Gavin Cushny, Caleb Arron Dack, Carlos S. da Costa)
  142. Burn care and skin-substitute advances informed by mass-casualty planning. (In remembrance: Jason M. Dahl, Brian Paul Dale, John D’Allara, Vincent Gerard D’Amadeo)
  143. Behavioral health programs for first-responder PTSD and grief. (In remembrance: Thomas A. Damaskinos, Jack L. D’Ambrosi, Jr., Jeannine Damiani-Jones, Manuel João DaMota)
  144. Peer support and critical incident stress management modernization. (In remembrance: Patrick W. Danahy, Mary D’Antonio, Vincent G. Danz, Dwight Donald Darcy)
  145. Family assistance center models refined after large disasters. (In remembrance: Elizabeth Ann Darling, Annette Andrea Dataram, Edward A. D’Atri, Michael D. D’Auria)
  146. Victim identification via DNA kinship analysis at scale. (In remembrance: Lawrence Davidson, Michael Allen Davidson, Scott Matthew Davidson, Titus Davidson)
  147. Rapid DNA instruments for disaster victim identification. (In remembrance: Niurka Davila, Ada M. Davis, Clinton Davis, Sr., Wayne Terrial Davis)
  148. NamUs and missing-persons forensic databases. (In remembrance: Anthony Richard Dawson, Calvin Dawson, Edward James Day, William Thomas Dean)
  149. Mass fatality management planning for medical examiners. (In remembrance: Robert J. DeAngelis, Jr., Thomas Patrick DeAngelis, Dorothy Alma de Araujo, Ana Gloria Pocasangre Debarrera)
  150. Public-private emergency logistics (retail/pharmacy distribution partners). (In remembrance: Tara E. Debek, James D. Debeuneure, Anna M. DeBin, James V. DeBlase, Jr.)
  151. Cashless and remote banking continuity after infrastructure shocks. (In remembrance: Jayceryll Malabuyoc de Chavez, Paul DeCola, Gerald F. DeConto, Simon Marash Dedvukaj)
  152. Telemedicine surge capacity for displaced populations. (In remembrance: Jason Christopher DeFazio, David A. DeFeo, Jennifer De Jesus, Monique Effie DeJesus)
  153. Remote learning continuity frameworks after campus closures/attacks. (In remembrance: Nereida De Jesus, Emy De La Peña, Donald Arthur Delapenha, Azucena Maria de la Torre)
  154. Hardened classroom locks and reunification protocols for schools. (In remembrance: Vito Joseph DeLeo, Danielle Anne Delie, Andrea DellaBella, Joseph A. Della Pietra)
  155. Anonymous tip lines and See Something apps for campuses. (In remembrance: Palmina DelliGatti, Colleen Ann Deloughery, Joseph DeLuca, Manuel Del Valle, Jr.)
  156. Behavioral threat assessment teams in schools and workplaces. (In remembrance: Francis Albert De Martini, Anthony Demas, Martin N. DeMeo, Francis Deming)
  157. Workplace violence prevention standards and training. (In remembrance: Carol Keyes Demitz, Kevin Dennis, Thomas Francis Dennis, Sr., Jean C. DePalma)
  158. Hotel and hospitality security training after soft-target attacks. (In remembrance: Jose Nicolas De Pena, Robert John Deraney, Michael DeRienzo, David Paul DeRubbio)
  159. House of worship security grant and training programs. (In remembrance: Jemal Legesse DeSantis, Christian Louis DeSimone, Edward DeSimone III, Andrew J. Desperito)
  160. Nonprofit security grants for vulnerable community sites. (In remembrance: Michael Jude D’Esposito, Cindy Ann Deuel, Melanie Louise de Vere, Jerry DeVito)
  161. Transit security: random bag checks and K9 teams in metros. (In remembrance: Robert P. Devitt, Jr., Dennis Lawrence Devlin, Gerard P. Dewan, Sulemanali Kassamali Dhanani)
  162. Railcar and tunnel fire/life-safety modernization. (In remembrance: Michael Louis DiAgostino, Matthew Diaz, Nancy Diaz, Obdulio Ruiz Diaz)
  163. Bridge and tunnel surveillance with intrusion detection. (In remembrance: Michael A. Diaz-Piedra III, Judith Berquis Diaz-Sierra, Patricia Florence Di Chiaro, Rodney Dickens)
  164. Pipeline and energy corridor monitoring sensors. (In remembrance: Jerry D. Dickerson, Joseph Dermot Dickey, Jr., Lawrence Patrick Dickinson, Michael D. Diehl)
  165. Smart grid anomaly detection for physical-cyber threats. (In remembrance: John Difato, Vincent Francis DiFazio, Carl Anthony DiFranco, Donald Joseph DiFranco)
  166. Water utility contamination detection and response protocols. (In remembrance: Eddie A. Dillard, Debra Ann Di Martino, David DiMeglio, Stephen Patrick Dimino)
  167. Laboratory Response Network for biological threat confirmation. (In remembrance: William John Dimmling, Marisa Dinardo Schorpp, Christopher More Dincuff, Jeffrey Mark Dingle)
  168. CDC quarantine station modernization at ports of entry. (In remembrance: Rena Sam Dinnoo, Anthony Dionisio, George DiPasquale, Joseph Di Pilato)
  169. Passenger contact-tracing protocols refined after health emergencies. (In remembrance: Douglas Frank DiStefano, Donald Americo DiTullio, Ramzi A. Doany, Johnnie Doctor, Jr.)
  170. N95 and respirator stockpile management lessons. (In remembrance: John Joseph Doherty, Melissa Cándida Doi, Brendan Dolan, Robert E. Dolan, Jr.)
  171. PPE surge manufacturing partnerships for national emergencies. (In remembrance: Neil Matthew Dollard, James Domanico, Benilda Pascua Domingo, Alberto Dominguez)
  172. Military dual-use logistics for domestic disaster support (DSCA). (In remembrance: Carlos Dominguez, Jerome Mark Patrick Dominguez, Kevin W. Donnelly, Jacqueline Donovan)
  173. National Guard civil support team (WMD-CST) readiness. (In remembrance: William H. Donovan, Stephen Scott Dorf, Thomas Dowd, Kevin Christopher Dowdell)
  174. CERFP and HRF CBRN response force packages. (In remembrance: Mary Yolanda Dowling, Raymond Matthew Downey, Sr., Frank Joseph Doyle, Joseph Michael Doyle)
  175. Civil Support Team analytical laboratory systems. (In remembrance: Randall L. Drake, Patrick Joseph Driscoll, Stephen Patrick Driscoll, Charles A. Droz III)
  176. Portable mass spectrometers for chemical identification. (In remembrance: Mirna A. Duarte, Luke A. Dudek, Christopher Michael Duffy, Gerard J. Duffy)
  177. FTIR and Raman handheld identifiers for hazmat teams. (In remembrance: Michael Joseph Duffy, Thomas W. Duffy, Antoinette Duger, Jackie Sayegh Duggan)
  178. Level A/B hazmat suit and decontamination corridor improvements. (In remembrance: Sareve Dukat, Patrick Dunn, Felicia Gail Dunn-Jones, Christopher Joseph Dunne)
  179. Foam and clean-agent firefighting for aircraft rescue (ARFF). (In remembrance: Richard Anthony Dunstan, Patrick Thomas Dwyer, Joseph Anthony Eacobacci, John Bruce Eagleson)
  180. Airport rescue and firefighting vehicle modernization. (In remembrance: Edward T. Earhart, Robert Douglas Eaton, Dean Phillip Eberling, Margaret Ruth Echtermann)
  181. Runway status lights and airport surface surveillance (ASDE-X/ASSC). (In remembrance: Paul Robert Eckna, Constantine Economos, Barbara G. Edwards, Dennis Michael Edwards)
  182. ADS-B air traffic surveillance improving situational awareness. (In remembrance: Michael Hardy Edwards, Christine Egan, Lisa Erin Egan, Martin J. Egan, Jr.)
  183. Unruly passenger enforcement and cabin crew security training. (In remembrance: Michael Egan, Samantha Martin Egan, Carole Eggert, Lisa Caren Ehrlich)
  184. Secondary cockpit barriers beyond the flight deck door. (In remembrance: John Ernst Eichler, Eric Adam Eisenberg, Daphne Ferlinda Elder, Michael J. Elferis)
  185. Flight crew self-defense and security curriculum updates. (In remembrance: Mark Joseph Ellis, Valerie Silver Ellis, Albert Alfy William Elmarry, Robert R. Elseth)
  186. Airline cybersecurity programs protecting operational technology. (In remembrance: Edgar Hendricks Emery, Jr., Doris Suk-Yuen Eng, Christopher Epps, Ulf Ramm Ericson)
  187. Airport perimeter intrusion detection systems. (In remembrance: Erwin L. Erker, William John Erwin, Sarah Ali Escarcega, Jose Espinal)
  188. Credential Authentication Technology (CAT) at TSA checkpoints. (In remembrance: Fanny Espinoza, Billy Scoop Esposito, Bridget Ann Esposito, Francis Esposito)
  189. CT scanners for carry-on bags reducing bag checks while raising detection. (In remembrance: Michael A. Esposito, Ruben Esquilin, Jr., Sadie Ette, Barbara G. Etzold)
  190. Algorithmic anomaly detection for checked-baggage images. (In remembrance: Eric Brian Evans, Robert Edward Evans, Meredith Emily June Ewart, Catherine K. Fagan)
  191. Liquid explosives detection research after aviation plots. (In remembrance: Patricia Mary Fagan, Ivan Kyrillos Fairbanks-Barbosa, Keith George Fairben, Sandra Fajardo-Smith)
  192. Shoe scanning and footwear policy evolution based on threat intel. (In remembrance: Charles S. Falkenberg, Dana Falkenberg, Zoe Falkenberg, Jamie L. Fallon)
  193. Cargo screening mandates for passenger aircraft holds. (In remembrance: William F. Fallon, William Lawrence Fallon, Jr., Anthony J. Fallone, Jr., Dolores Brigitte Fanelli)
  194. Known Shipper / Certified Cargo Screening Programs. (In remembrance: Robert John Fangman, John Joseph Fanning, Kathleen Anne Faragher, Thomas James Farino)
  195. Air cargo advance electronic information requirements. (In remembrance: Nancy C. Doloszycki Farley, Paige Marie Farley-Hackel, Elizabeth Ann Farmer, Douglas Jon Farnum)
  196. General aviation security awareness and LASP programs. (In remembrance: John Gerard Farrell, John W. Farrell, Terrence Patrick Farrell, Joseph D. Farrelly)
  197. Flight school candidate screening enhancements. (In remembrance: Thomas Patrick Farrelly, Syed Abdul Fatha, Christopher Edward Faughnan, Wendy R. Faulkner)
  198. UAV registration and remote ID for airspace accountability. (In remembrance: Shannon Marie Fava, Bernard D. Favuzza, Robert Fazio, Jr., Ronald Carl Fazio, Sr.)
  199. Temporary Flight Restrictions (TFR) tooling for national special events. (In remembrance: William M. Feehan, Francis Jude Feely, Garth Erin Feeney, Sean Bernard Fegan)
  200. National Special Security Event (NSSE) planning playbooks. (In remembrance: Lee S. Fehling, Peter Adam Feidelberg, Alan D. Feinberg, Rosa Maria Feliciano)
  201. Secret Service magnetometer and K9 screening for protectees. (In remembrance: Edward P. Felt, Edward Thomas Fergus, Jr., George J. Ferguson III, J. Joseph Ferguson)
  202. White House and campus vehicle barrier (anti-ram) standards. (In remembrance: Henry Fernandez, Judy Hazel Santillan Fernandez, Julio Fernandez, Elisa Giselle Ferraina)
  203. Pop-up vehicle barriers for temporary event protection. (In remembrance: Anne Marie Sallerin Ferreira, Robert John Ferris, David Francis Ferrugio, Louis V. Fersini, Jr.)
  204. Blast-resistant trash receptacles in transit hubs. (In remembrance: Michael David Ferugio, Bradley James Fetchet, Jennifer Louise Fialko, Kristen Nicole Fiedel)
  205. Crime Prevention Through Environmental Design (CPTED) in public plazas. (In remembrance: Amelia V. Fields, Samuel Fields, Alexander Milan Filipov, Michael Bradley Finnegan)
  206. Hostile vehicle mitigation landscaping and bollard design guides. (In remembrance: Timothy J. Finnerty, Michael C. Fiore, Stephen J. Fiorelli, Paul M. Fiori)
  207. Glass fragment retention film for blast and storm protection. (In remembrance: John B. Fiorito, John R. Fischer, Andrew Fisher, Bennett Lawson Fisher)
  208. Safe rooms and shelter-in-place standards for tornadoes and attacks. (In remembrance: Gerald P. Fisher, John Roger Fisher, Thomas J. Fisher, Lucy A. Fishman)
  209. Earthquake early warning systems (ShakeAlert) as dual-use alerting. (In remembrance: Ryan D. Fitzgerald, Thomas James Fitzpatrick, Richard P. Fitzsimons, Salvatore Fiumefreddo)
  210. Multi-hazard early warning integrating weather, quake, and security. (In remembrance: Darlene E. Flagg, Wilson F. Flagg, Christina Donovan Flannery, Eileen Flecha)
  211. Crowdsourced damage reporting apps for emergency managers. (In remembrance: Andre G. Fletcher, Carl M. Flickinger, Matthew M. Flocco, John Joseph Florio)
  212. Social media listening for emergency public information officers. (In remembrance: Joseph Walkden Flounders, Carol Ann Flyzik, David Fodor, Michael N. Fodor)
  213. Verified official alert accounts to combat rumor during crises. (In remembrance: Stephen Mark Fogel, Thomas J. Foley, Jane C. Folger, David J. Fontana)
  214. Rumor control and crisis communications playbooks. (In remembrance: Chih Min Foo, Delrose E. Forbes Cheatham, Godwin Forde, Donald A. Foreman)
  215. Multilingual emergency messaging for diverse communities. (In remembrance: Christopher Hugh Forsythe, Claudia Alicia Foster, Noel John Foster, Sandra N. Foster)
  216. Accessibility: visual/ vibrating alert devices for deaf/hard-of-hearing. (In remembrance: Ana Fosteris, Robert Joseph Foti, Jeffrey Fox, Virginia Elizabeth Fox)
  217. ADA-aware evacuation chair and refuge area standards. (In remembrance: Pauline Francis, Virgin Lucy Francis, Gary Jay Frank, Morton H. Frank)
  218. Pet and service-animal evacuation planning in disasters. (In remembrance: Peter Christopher Frank, Colleen L. Fraser, Richard K. Fraser, Kevin J. Frawley)
  219. Family reunification systems after mass displacement. (In remembrance: Clyde Frazier, Jr., Lillian Inez Frederick, Andrew Fredericks, Tamitha Freeman)
  220. Red Cross Safe and Well / digital check-in platforms. (In remembrance: Brett Owen Freiman, Peter L. Freund, Arlene Eva Fried, Alan W. Friedlander)
  221. Volunteer and donated-goods management platforms for EOCs. (In remembrance: Andrew Keith Friedman, Paul J. Friedman, Gregg J. Froehner, Lisa Anne Frost)
  222. Spontaneous volunteer credentialing to reduce convergence chaos. (In remembrance: Peter Christian Fry, Clement A. Fumando, Steven Elliot Furman, Paul James Furmato)
  223. Private security officer training standards in high-risk venues. (In remembrance: Karleton Douglas Beye Fyfe, Fredric Neal Gabler, Richard Peter Gabriel, Richard S. Gabrielle)
  224. Hospital lockdown and active threat clinical protocols. (In remembrance: James Andrew Gadiel, Pamela Lee Gaff, Ervin Vincent Gailliard, Deanna Lynn Galante)
  225. Emergency department decontamination shower and isolation designs. (In remembrance: Grace Catherine Galante, Anthony Edward Gallagher, Daniel James Gallagher, John Patrick Gallagher)
  226. Burn center regional coordination networks. (In remembrance: Lourdes J. Galletti, Cono E. Gallo, Vincent Gallucci, Thomas E. Galvin)
  227. Pediatric mass-casualty triage tools (JumpSTART and successors). (In remembrance: Giovanna Galletta Gambale, Thomas Gambino, Jr., Giann F. Gamboa, Ronald L. Gamboa)
  228. START/SALT triage training modernization. (In remembrance: Peter James Ganci, Jr., Michael Gann, Charles William Garbarini, Andrew Sonny Garcia)
  229. Tactical EMS and TEMS integration with SWAT. (In remembrance: Cesar R. Garcia, David Garcia, Jorge Luis Morron Garcia, Juan Garcia)
  230. Rescue task force (warm zone care) models for active assailant events. (In remembrance: Marlyn Del Carmen Garcia, Christopher Samuel Gardner, Douglas Benjamin Gardner, Harvey Joseph Gardner III)
  231. Bleeding control kits in public buildings and schools. (In remembrance: Jeffrey Brian Gardner, Thomas A. Gardner, William Arthur Gardner, Frank Garfi)
  232. AED ubiquity and PAD (public access defibrillation) programs. (In remembrance: Rocco Nino Gargano, James M. Gartenberg, Matthew David Garvey, Bruce Gary)
  233. Hands-only CPR public education campaigns. (In remembrance: Boyd Alan Gatton, Donald Richard Gavagan, Jr., Peter Alan Gay, Terence D. Gazzani)
  234. PulsePoint and similar bystander CPR notification apps. (In remembrance: Gary Paul Geidel, Paul Hamilton Geier, Julie M. Geis, Peter Gerard Gelinas)
  235. Smart smoke and CO alarms with remote alerting. (In remembrance: Steven Paul Geller, Howard G. Gelling, Jr., Peter Victor Genco, Jr., Steven Gregory Genovese)
  236. IoT leak and intrusion sensors for critical facilities. (In remembrance: Alayne Gentul, Linda M. George, Edward F. Geraghty, Suzanne Geraty)
  237. Video analytics for unattended bag detection in transit. (In remembrance: Ralph Gerhardt, Robert Gerlich, Denis P. Germain, Marina Romanovna Gertsberg)
  238. Privacy-preserving video analytics research for public spaces. (In remembrance: Susan M. Getzendanner, Lawrence D. Getzfred, James G. Geyer, Cortez Ghee)
  239. Encrypted radios with over-the-air rekeying for police. (In remembrance: Joseph M. Giaccone, Vincent Francis Giammona, Debra Lynn Gibbon, James Andrew Giberson)
  240. P25 Phase II trunked radio systems for multi-agency talkgroups. (In remembrance: Brenda C. Gibson, Craig Neil Gibson, Ronnie E. Gies, Andrew Clive Gilbert)
  241. Cross-band and gateway devices for mutual aid interoperability. (In remembrance: Timothy Paul Gilbert, Paul Stuart Gilbey, Paul John Gill, Mark Y. Gilles)
  242. CAD-to-CAD data sharing across neighboring 911 centers. (In remembrance: Evan Hunter Gillette, Ronald Lawrence Gilligan, Rodney C. Gillis, Laura Gilly)
  243. NG911 geospatial routing to the correct public-safety answering point. (In remembrance: John F. Ginley, Donna Marie Giordano, Jeffrey John Giordano)
  244. What3Words and plus-code experiments for locating callers in parks. (In remembrance: John Giordano, Steven A. Giorgetti, Martin Giovinazzo)
  245. Vertical location (z-axis) for 911 calls in high-rises. (In remembrance: Kum-Kum Girolamo, Salvatore Gitto, Cynthia Giugliano)
  246. AML (Advanced Mobile Location) for Android/iOS emergency calls. (In remembrance: Mon Gjonbalaj, Dianne Gladstone, Keith Alexander Glascoe)
  247. Text-to-911 for callers who cannot speak safely. (In remembrance: Thomas Irwin Glasser, Edmund Glazer, Harry Glenn)
  248. Video-to-911 pilots for situational awareness at PSAPs. (In remembrance: Barry H. Glick, Jeremy Logan Glick, Steven Glick)
  249. AI call-taking assistance for faster triage (human-supervised). (In remembrance: John T. Gnazzo, William Robert Godshalk, Michael Gogliormella)
  250. Language line integration for non-English emergency callers. (In remembrance: Brian F. Goldberg, Jeffrey G. Goldflam, Michelle Goldstein)
  251. Mental health co-responder and crisis intervention team (CIT) models. (In remembrance: Monica Goldstein, Steven Ian Goldstein, Ronald F. Golinski)
  252. 988 Suicide & Crisis Lifeline as a national behavioral health pathway. (In remembrance: Andrew H. Golkin, Dennis James Gomes, Enrique Antonio Gomez)
  253. Police alternative response for non-violent mental health calls. (In remembrance: Jose Bienvenido Gomez, Manuel Gomez, Jr., Wilder Alfredo Gomez)
  254. De-escalation training curricula for patrol officers. (In remembrance: Jenine Nicole Gonzalez, Mauricio Gonzalez, Rosa J. Gonzalez)
  255. Less-lethal options modernization (ECWs, 40mm, etc.) with policy. (In remembrance: Lynn Catherine Goodchild, Calvin Joseph Gooding, Peter Morgan Goodrich)
  256. Officer wellness and suicide prevention programs. (In remembrance: Harry Goody, Kiran Kumar Reddy Gopu, Catherine C. Gorayeb)
  257. Peer support apps for first responders. (In remembrance: Lisa Fenn Gordenstein, Kerene Gordon, Sebastian Gorki)
  258. Chaplaincy and grief support for line-of-duty and terrorism loss. (In remembrance: Kieran Joseph Gorman, Thomas Edward Gorman, Michael Edward Gould)
  259. Memorial and family liaison best practices after mass violence. (In remembrance: O. Kristin Osterholm White Gould, Douglas Alan Gowell, Yuji Goya)
  260. Victim compensation fund administration lessons (VCF). (In remembrance: Jon Richard Grabowski, Christopher Michael Grady, Edwin J. Graf III)
  261. World Trade Center Health Program for responders and survivors. (In remembrance: David Martin Graifman, Gilbert Franco Granados, Lauren Catuzzi Grandcolas)
  262. Long-term monitoring for dust and toxin-related illness. (In remembrance: Elvira Granitto, Winston Arthur Grant, Christopher S. Gray)
  263. Cancer and aerodigestive care pathways for 9/11 responders. (In remembrance: Ian J. Gray, James Michael Gray, Tara McCloud Gray)
  264. Research cohorts studying PTSD after terrorism. (In remembrance: John M. Grazioso, Timothy George Grazioso, Derrick Auther Green)
  265. Resilience training for communities recovering from attacks. (In remembrance: Wade B. Green, Wanda Anita Green, Elaine Myra Greenberg)
  266. Countering violent extremism (CVE) community partnership models. (In remembrance: Donald Freeman Greene, Gayle R. Greene, James Arthur Greenleaf, Jr.)
  267. Off-ramps and intervention programs for radicalization concerns. (In remembrance: Eileen Marsha Greenstein, Elizabeth Martin Gregg, Denise Marie Gregory)
  268. Prison radicalization monitoring and rehabilitation research. (In remembrance: Donald H. Gregory, Florence Moran Gregory, Pedro Grehan)
  269. Online radicalization early-warning research (civil-liberties aware). (In remembrance: John Michael Griffin, Tawanna Sherry Griffin, Joan Donna Griffith)
  270. Public literacy on disinformation used by extremist groups. (In remembrance: Warren Grifka, Ramon B. Grijalvo, Joseph F. Grillo)
  271. Hate-crime reporting improvements and community liaison officers. (In remembrance: David Joseph Grimner, Francis Edward Grogan, Linda Gronlund)
  272. Synagogue, mosque, and church security assessment tools. (In remembrance: Kenneth George Grouzalis, Joseph Grzelak, Matthew James Grzymalski)
  273. Nonprofit Security Grant Program expansions. (In remembrance: Robert Joseph Gschaar, Liming Gu, Richard J. Guadagno)
  274. Soft-target security design guides from DHS/CISA. (In remembrance: Jose A. Guadalupe, Cindy Yan Zhu Guan, Geoffrey E. Guja)
  275. Hometown Security and community preparedness curricula. (In remembrance: Joseph P. Gullickson, Babita Girjamatie Guman, Douglas Brian Gurian)
  276. Ready.gov household preparedness modernization. (In remembrance: Janet Ruth Gustafson, Philip T. Guza, Barbara Guzzardo)
  277. Go-bags and family communication plans as civic resilience practice. (In remembrance: Peter Mark Gyulavary, Gary Robert Haag, Andrea Lyn Haberman)
  278. Business continuity planning (BCP) mainstreamed for SMEs. (In remembrance: Barbara Mary Habib, Philip Haentzler, Nezam A. Hafiz)
  279. Supply-chain mapping after single-point-of-failure shocks. (In remembrance: Karen Elizabeth Hagerty, Steven Michael Hagis, Mary Lou Hague)
  280. Just-in-case inventory strategies for critical medical supplies. (In remembrance: David Halderman, Maile Rachel Hale, Diane Hale-McKinzy)
  281. Additive manufacturing for emergency spare parts. (In remembrance: Richard B. Hall, Stanley R. Hall, Vaswald George Hall)
  282. 3D-printed tourniquet and medical device surge research. (In remembrance: Robert J. Halligan, Vincent Gerard Halloran, Carolyn B. Halmon)
  283. Autonomous underwater vehicles for port security inspection. (In remembrance: James Douglas Halvorson, Mohammad Salman Hamdani, Felicia Hamilton)
  284. Harbor sonar and diver detection systems. (In remembrance: Robert W. Hamilton, Carl Max Hammond, Jr., Frederic K. Han)
  285. Container scanning with high-energy X-ray and muon tomography research. (In remembrance: Christopher James Hanley, Sean S. Hanley, Valerie Joan Hanna)
  286. Rail hazmat tracking and positive train control (PTC) safety. (In remembrance: Thomas Paul Hannafin, Kevin James Hannaford, Sr., Michael Lawrence Hannan)
  287. Positive Train Control nationwide deployment for collision prevention. (In remembrance: Dana Rey Hannon, Christine Lee Hanson, Peter Burton Hanson)
  288. Highway weigh-in-motion and commercial vehicle safety screening. (In remembrance: Sue Kim Hanson, Vassilios G. Haramis, James A. Haran)
  289. Bridge anti-collision and pier protection systems. (In remembrance: Gerald Francis Hardacre, Jeffrey Pike Hardy, T.J. Hargrave)
  290. Tunnel ventilation and fire detection upgrades. (In remembrance: Daniel Edward Harlin, Frances Haros, Harvey L. Harrell)
  291. Smart CCTV with privacy governance for city operations centers. (In remembrance: Stephen G. Harrell, Melissa Harrington-Hughes, Aisha Ann Harris)
  292. Domain Awareness System-style multi-sensor urban security platforms. (In remembrance: Stewart D. Harris, John Patrick Hart, Eric Hartono)
  293. License-to-operate cyber hygiene requirements for contractors. (In remembrance: John Clinton Hartz, Emeric Harvey, Peter Paul Hashem)
  294. FedRAMP authorized cloud services for secure government workloads. (In remembrance: Thomas Theodore Haskell, Jr., Timothy Shawn Haskell, Joseph John Hasson III)
  295. IL4/IL5 cloud for controlled unclassified and higher workloads. (In remembrance: Leonard W. Hatton, Jr., Terence S. Hatton, Michael Helmut Haub)
  296. Secure mobile apps for first responders (RJIS, FirstNet apps). (In remembrance: Timothy Aaron Haviland, Donald G. Havlish, Jr., Anthony Maurice Hawkins)
  297. Offline-capable mapping for responders in denied networks. (In remembrance: Nobuhiro Hayatsu, James Edward Hayden, Robert Jay Hayes)
  298. Augmented reality wayfinding research for smoke-filled structures. (In remembrance: Philip T. Hayes, Ret., W. Ward Haynes, Scott Jordan Hazelcorn)
  299. Digital twins of critical facilities for exercise and response. (In remembrance: Michael K. Healey, Roberta B. Heber, Charles Francis Xavier Heeran)
  300. Tabletop exercise platforms and virtual reality training for EOCs. (In remembrance: John F. Heffernan, Michele M. Heidenberger, Sheila M.S. Hein)
  301. National Level Exercise and Vibrant Response-style drills. (In remembrance: H. Joseph Heller, Jr., JoAnn L. Heltibridle, Ronald John Hemenway)
  302. Red team / purple team exercises for physical-cyber blended threats. (In remembrance: Mark F. Hemschoot, Ronnie Lee Henderson, Brian Hennessey)
  303. Capture-the-flag and cyber ranges for defender skill building. (In remembrance: Edward R. Hennessy, Jr., Michelle Marie Henrique, Joseph Patrick Henry)
  304. Bug bounty programs for critical public-facing systems. (In remembrance: William L. Henry, Jr., Catherina Henry-Robinson, John Christopher Henwood)
  305. Coordinated vulnerability disclosure policies in government. (In remembrance: Robert Allan Hepburn, Mary Herencia, Lindsay C. Herkness III)
  306. Patch Tuesday discipline and emergency directive patching. (In remembrance: Harvey Robert Hermer, Norberto Hernandez, Raul Hernandez)
  307. Legacy system isolation strategies for unpatchable OT. (In remembrance: Gary Herold, Jeffrey Alan Hersch, Thomas J. Hetzel)
  308. Air-gapped backups and immutable storage against ransomware. (In remembrance: Leon Bernard Heyward MC Sundance, Brian Christopher Hickey, Enemencio Dario Hidalgo Cedeño)
  309. Incident response retainers for cities and hospitals. (In remembrance: Timothy Brian Higgins, Robert D. W. Higley II, Todd Russell Hill)
  310. Cyber insurance underwriting driving baseline controls. (In remembrance: Clara Victorine Hinds, Neal O. Hinds, Mark Hindy)
  311. Board-level cyber risk governance for critical operators. (In remembrance: Katsuyuki Hirai, Heather Malia Ho, Tara Yvette Hobbs)
  312. Third-party risk management for vendor access to sensitive systems. (In remembrance: Thomas Anderson Hobbs, James J. Hobin, Robert Wayne Hobson III)
  313. Privileged access workstations for administrators. (In remembrance: DaJuan Hodges, Ronald G. Hoerner, Patrick A. Hoey)
  314. Just-in-time admin access reducing standing privilege. (In remembrance: John A. Hofer, Marcia Hoffman, Stephen Gerard Hoffman)
  315. Secrets management replacing hardcoded credentials. (In remembrance: Frederick Joseph Hoffmann, Michele L. Hoffmann, Judith Florence Hofmiller)
  316. Code signing and artifact integrity for software updates. (In remembrance: Wallace Cole Hogan, Jr., Thomas Warren Hohlweck, Jr., Jonathan R. Hohmann)
  317. Secure over-the-air update frameworks for vehicles and IoT. (In remembrance: Cora Hidalgo Holland, John Holland, Joseph F. Holland)
  318. Automotive cybersecurity (ISO/SAE 21434) awareness for fleets. (In remembrance: Jimmie I. Holley, Elizabeth Holmes, Thomas P. Holohan)
  319. Connected vehicle V2X security research for collision avoidance. (In remembrance: Herbert Wilson Homer, LeRoy W. Homer, Jr., Bradley V. Hoorn)
  320. UAS traffic management (UTM) concepts for safe drone skies. (In remembrance: James P. Hopper, Montgomery McCullough Hord, Michael Joseph Horn)
  321. Detect-and-avoid systems for beyond-visual-line-of-sight drones. (In remembrance: Matthew Douglas Horning, Robert L. Horohoe, Jr., Michael Robert Horrocks)
  322. Wildfire and disaster drone mapping shared with firefighters. (In remembrance: Aaron Horwitz, Charles J. Houston, Uhuru G. Houston)
  323. AI wildfire spread models for evacuation timing. (In remembrance: Angela M. Houtz, George Gerard Howard, Brady Kay Howell)
  324. Flood sensors and community flood early warning networks. (In remembrance: Michael C. Howell, Steven Leon Howell, Jennifer L. Howley)
  325. Tsunami warning buoy and siren network modernization. (In remembrance: Milagros Hromada, Marian R. Hrycak, Stephen Huczko, Jr.)
  326. Volcano and ash-cloud aviation alerts protecting flights. (In remembrance: Kris Robert Hughes, Paul Rexford Hughes, Robert T. Hughes, Jr.)
  327. Space weather alerts protecting GPS and power grids. (In remembrance: Thomas F. Hughes, Jr., Timothy Robert Hughes, Susan Huie)
  328. GPS backup / eLoran and PNT resilience research. (In remembrance: Lamar Demetrius Hulse, John Nicholas Humber, Jr., William Christopher Hunt)
  329. Anti-jam and authenticated GNSS research for critical timing. (In remembrance: Kathleen Anne Hunt-Casey, Joseph Gerard Hunter, Peggie M. Hurt)
  330. Precision timing for financial and power systems resilience. (In remembrance: Robert R. Hussa, Stephen N. Hyland, Jr., Robert J. Hymel)
  331. Undersea cable protection awareness and diverse routing. (In remembrance: Thomas Edward Hynes, Walter G. Hynes, Joseph Anthony Ianelli)
  332. Satellite mega-constellations for resilient communications. (In remembrance: Zuhtu Ibis, Jonathan Lee Ielpi, Michael Patrick Iken)
  333. Starlink and commercial SATCOM for disaster connectivity. (In remembrance: Daniel Ilkanayev, Frederick J. Ill, Jr., Abraham Nethanel Ilowitz)
  334. High-altitude pseudo-satellites for temporary coverage. (In remembrance: Anthony P. Infante, Jr., Louis S. Inghilterra, Christopher Noble Ingrassia)
  335. Portable cell-on-wheels (COW) and COLTs for event/disaster coverage. (In remembrance: Paul Innella, Stephanie Veronica Irby, Douglas Jason Irgang)
  336. Public Wi-Fi captive portals with emergency information modes. (In remembrance: Kristin Irvine-Ryan, Todd Antione Isaac, Erik Hans Isbrandtsen)
  337. ATM and fuel station generator requirements in continuity plans. (In remembrance: Taizo Ishikawa, Waleed Joseph Iskandar, Aram Iskenderian, Jr.)
  338. Fuel prioritization frameworks for emergency fleets. (In remembrance: John F. Iskyan, Kazushige Ito, Aleksandr Valeryevich Ivantsov)
  339. Emergency fuel waivers and Jones Act flexibilities in crises. (In remembrance: Lacey Bernard Ivory, Virginia May Jablonski, Bryan C. Jack)
  340. Strategic Petroleum Reserve drawdown playbooks. (In remembrance: Brooke Alexandra Jackman, Aaron Jeremy Jacobs, Ariel Louis Jacobs)
  341. Food bank logistics surge models after disruptions. (In remembrance: Jason Kyle Jacobs, Michael G. Jacobs, Steven A. Jacobson)
  342. Cold-chain integrity sensors for vaccine and blood transport. (In remembrance: Steven D. Jacoby, Ricknauth Jaggernauth, Jake Denis Jagoda)
  343. Blood donation surge campaigns coordinated after mass violence. (In remembrance: Yudhvir S. Jain, Maria Jakubiak, Robert Adrien Jalbert)
  344. National blood shortage early warning dashboards. (In remembrance: Ernest James, Gricelda E. James, Mark Steven Jardim)
  345. Organ and tissue donation continuity during disasters. (In remembrance: Amy Nicole Jarret, Muhammadou Jawara, Francois Jean-Pierre)
  346. Mortuary surge and dignified remains management protocols. (In remembrance: Maxima Jean-Pierre, Paul Edward Jeffers, John Charles Jenkins)
  347. Cultural and religious sensitivity guides for mass fatality care. (In remembrance: Joseph Jenkins, Jr., Alan Keith Jensen, Prem Nath Jerath)
  348. Multifaith chaplain coordination in family assistance centers. (In remembrance: Farah Jeudy, Hweidar Jian, Eliezer Jimenez, Jr.)
  349. Translation of death notification best practices. (In remembrance: Luis Jimenez, Jr., Charles Gregory John, Nicholas John)
  350. Child tracing and unaccompanied minor protocols in evacuations. (In remembrance: Dennis M. Johnson, LaShawna Johnson, Scott Michael Johnson)
  351. Elderly and disability registry systems for evacuation assistance. (In remembrance: William R. Johnston, Allison Horstmann Jones, Arthur Joseph Jones III)
  352. Accessible transportation contracts for emergency evacuation. (In remembrance: Brian Leander Jones, Charles Edward Jones, Christopher D. Jones)
  353. Hotel sheltering agreements pre-negotiated by emergency managers. (In remembrance: Donald T. Jones II, Donald W. Jones, Judith Lawter Jones)
  354. Non-congregate sheltering lessons for dignity and infection control. (In remembrance: Linda Jones, Mary S. Jones, Andrew Brian Jordan, Sr.)
  355. Household pet sheltering standards alongside human shelters. (In remembrance: Robert Thomas Jordan, Albert Gunnis Joseph, Ingeborg Joseph)
  356. Livestock and agricultural emergency response plans. (In remembrance: Karl Henry Joseph, Stephen Joseph, Jane Eileen Josiah)
  357. Foreign animal disease surveillance protecting food security. (In remembrance: Anthony Jovic, Angel L. Juarbe, Jr., Karen Sue Juday)
  358. Agroterrorism awareness for extension agents and producers. (In remembrance: Ann C. Judge, Mychal F. Judge, Paul William Jurgens)
  359. Food Defense plans for processing plants (FDA/USDA). (In remembrance: Thomas Edward Jurgens, Shashikiran Lakshmikantha Kadaba, Gavkharoy Kamardinova)
  360. FDA Food Safety Modernization Act preventive controls. (In remembrance: Shari Kandell, Howard Lee Kane, Jennifer Lynn Kane)
  361. Intentional adulteration rule for food facilities. (In remembrance: Vincent D. Kane, Joon Koo Kang, Sheldon Robert Kanter)
  362. Pharmaceutical supply-chain serialization against diversion. (In remembrance: Deborah H. Kaplan, Robin Lynne Kaplan, Alvin Peter Kappelmann, Jr.)
  363. DSCSA tracing for prescription drugs. (In remembrance: Charles H. Karczewski, William A. Karnes, Douglas Gene Karpiloff)
  364. Cold-chain IoT for insulin and specialty meds in disasters. (In remembrance: Charles L. Kasper, Andrew K. Kates, John A. Katsimatides)
  365. Hospital generator and fuel testing compliance upgrades. (In remembrance: Robert Michael Kaulfers, Don Jerome Kauth, Jr., Hideya Kawauchi)
  366. HVAC filtration and airborne infection isolation room standards. (In remembrance: Edward T. Keane, Richard M. Keane, Lisa Yvonne Kearney-Griffin)
  367. Negative-pressure ambulance designs for contagious patients. (In remembrance: Karol Ann Keasler, Barbara A. Keating, Paul Hanlon Keating)
  368. EMS powered air-purifying respirator (PAPR) protocols. (In remembrance: Leo Russell Keene III, Brenda Kegler, Chandler Raymond Keller)
  369. Fire service cancer prevention (contaminant control) programs. (In remembrance: Joseph John Keller, Peter R. Kellerman, Joseph P. Kellett)
  370. Extractors and gear cleaning reducing firefighter carcinogen exposure. (In remembrance: Frederick H. Kelley III, James Joseph Kelly, Joseph A. Kelly)
  371. PFAS-aware firefighting foam transitions. (In remembrance: Maurice P. Kelly, Richard John Kelly, Jr., Thomas Michael Kelly)
  372. Green chemistry foam research for ARFF and structural firefighting. (In remembrance: Thomas Richard Kelly, Thomas W. Kelly, Timothy Colin Kelly)
  373. Electric vehicle fire response tactics for first responders. (In remembrance: William Hill Kelly, Jr., Robert Clinton Kennedy, Thomas J. Kennedy)
  374. Lithium-ion battery fire containment tools. (In remembrance: Yvonne E. Kennedy, John Richard Keohane, Ralph Francis Kershaw)
  375. High-rise lithium battery storage fire code updates. (In remembrance: Ronald T. Kerwin, Howard L. Kestenbaum, Douglas D. Ketcham)
  376. Energy storage system (ESS) fire safety standards. (In remembrance: Ruth Ellen Ketler, Boris Khalif, Norma Cruz Khan)
  377. Hydrogen facility response guides for emerging energy sites. (In remembrance: Sarah Khan, Taimour Firaz Khan, Rajesh Khandelwal)
  378. LNG terminal emergency planning zones. (In remembrance: SeiLai Khoo, Michael Vernon Kiefer, Satoshi Kikuchihara)
  379. Ammonia refrigeration leak response for food warehouses. (In remembrance: Andrew Jay-Hoon Kim, Lawrence Don Kim, Mary Jo Kimelman)
  380. Chlorine and chemical railcar response playbooks. (In remembrance: Heinrich Kimmig, Karen Ann Kincaid, Amy R. King)
  381. Emergency Response Guidebook (ERG) continuous updates. (In remembrance: Andrew M. King, Lucille Teresa King, Robert King, Jr.)
  382. WISER and CAMEO tools for hazmat decision support. (In remembrance: Lisa King-Johnson, Brian K. Kinney, Takashi Kinoshita)
  383. Plume modeling software for evacuation zone decisions. (In remembrance: Chris Michael Kirby, Howard Barry Kirschbaum, Glenn Davis Kirwin)
  384. Reverse 911 / community notification calling systems. (In remembrance: Helen Crossin Kittle, Richard Joseph Klares, Peter Anton Klein)
  385. Opt-in county alert apps alongside WEA. (In remembrance: Alan David Kleinberg, Karen Joyce Klitzman, Ronald Philip Kloepfer)
  386. Siren networks rehabilitated for outdoor warning. (In remembrance: Eugueni Kniazev, Andrew James Knox, Thomas Patrick Knox)
  387. Earthquake-resistant hospital and firehouse retrofit programs. (In remembrance: Rebecca Lee Koborie, Deborah A. Kobus, Gary Edward Koecheler)
  388. Seismic gas shutoff valves reducing post-quake fire risk. (In remembrance: Frank J. Koestner, Ryan Kohart, Vanessa Lynn Przybylo Kolpak)
  389. Fire-resistant building materials research for tall timber and steel. (In remembrance: Irina Kolpakova, Suzanne Rose Kondratenko, Abdoulaye Koné)
  390. Intumescent coatings and fireproofing inspection regimes. (In remembrance: Bon Seok Koo, Dorota Kopiczko, Scott Michael Kopytko)
  391. Post-fire structural assessment drones and LIDAR. (In remembrance: Bojan George Kostic, Danielle Kousoulis, David P. Kovalcin)
  392. Urban canyon communications research for radio coverage. (In remembrance: John J. Kren, William Edward Krukowski, Lyudmila Ksido)
  393. In-building cellular and ERRCS (emergency responder radio coverage). (In remembrance: Toshiya Kuge, Shekhar Kumar, Kenneth Bruce Kumpel)
  394. Bi-directional amplifiers for subterranean transit radio. (In remembrance: Frederick Kuo, Jr., Patricia A. Kuras, Nauka Kushitani)
  395. Tunnel leaky-feeder systems for firefighter communications. (In remembrance: Thomas Joseph Kuveikis, Victor Kwarkye, Raymond Kui Fai Kwok)
  396. Mayday and RIT (rapid intervention team) training standards. (In remembrance: Angela Reed Kyte, Andrew La Corte, Carol Ann La Plante)
  397. Firefighter escape systems and personal bailout kits. (In remembrance: Jeffrey G. La Touche, Kathryn L. LaBorie, Amarnauth Lachhman)
  398. Thermal imaging cameras as standard engine company tools. (In remembrance: Ganesh K. Ladkat, James Patrick Ladley, Joseph A. Lafalce)
  399. Electric and hybrid fire apparatus reducing station emissions. (In remembrance: Jeanette Louise Lafond-Menichino, David James LaForge, Michael Patrick LaForte)
  400. Ergonomic stretcher power-load systems reducing EMS injuries. (In remembrance: Alan Charles LaFrance, Juan Mendez Lafuente, Neil Kwong-Wah Lai)
  401. Mechanical CPR devices for high-rise and prolonged transport. (In remembrance: Vincent Anthony Laieta, William David Lake, Franco Lalama)
  402. ECMO surge planning for severe respiratory failure. (In remembrance: Chow Kwan Lam, Michael S. Lamana, Stephen LaMantia)
  403. Burn surge caches and regional burn bed coordination. (In remembrance: Amy Hope Lamonsoff, Robert T. Lane, Brendan Mark Lang)
  404. Telecritical care connecting rural hospitals to specialists. (In remembrance: Rosanne P. Lang, Vanessa Lang Langer, Mary Lou Langley)
  405. Drone delivery research for emergency AED/defibrillator access. (In remembrance: Peter J. Langone, Thomas Michael Langone, Michele Bernadette Lanza)
  406. Blood-carrying drone pilots for remote trauma scenes. (In remembrance: Ruth Sheila Lapin, Ingeborg A.D. Lariby, Robin Blair Larkey)
  407. Autonomous ambulance research with remote clinician oversight. (In remembrance: Judith Camilla Larocque, Christopher Randall Larrabee, Hamidou S. Larry)
  408. Connected ambulance telemetry to receiving trauma bays. (In remembrance: Scott Larsen, John Adam Larson, Natalie Janis Lasden)
  409. Trauma center verification and ACS COT standards spread. (In remembrance: Gary Edward Lasko, Nicholas Craig Lassman, Paul Laszczynski)
  410. Stop the Bleed in airports, stadiums, and houses of worship. (In remembrance: Charles A. Laurencin, Stephen James Lauria, Maria LaVache)
  411. Public access bleeding control stations next to AED cabinets. (In remembrance: Denis Francis Lavelle, Jeannine Mary LaVerde, Anna A. Laverty)
  412. Hemorrhage-control education in workplace OSHA-adjacent training. (In remembrance: Steven Lawn, Robert A. Lawrence, Jr., Nathaniel Lawson)
  413. Tactical combat lessons applied to civilian tourniquet doctrine. (In remembrance: David W. Laychak, Eugen Gabriel Lazar, James Patrick Leahy)
  414. Pediatric tourniquet sizing and training awareness. (In remembrance: Joseph Gerard Leavey, Neil J. Leavy, Robert G. LeBlanc)
  415. Obstetric hemorrhage kits for maternity units in disasters. (In remembrance: Leon Lebor, Kenneth Charles Ledee, Alan J. Lederman)
  416. Mass-casualty ambulance bus and MCI trailers. (In remembrance: Elena F. Ledesma, Alexis Leduc, Daniel John Lee)
  417. Field hospital deployable shelters for surge. (In remembrance: David S. Lee, Dong Chul Lee, Gary H. Lee)
  418. Federal medical stations for large incidents. (In remembrance: Hyun Joon Lee, Juanita Lee, Kathryn Blair Lee)
  419. DMAT and NDMS medical team deployment readiness. (In remembrance: Linda C. Lee, Lorraine Mary Greene Lee, Myoung Woo Lee)
  420. Veterinary Medical Assistance Teams for animal disaster needs. (In remembrance: Richard Y.C. Lee, Stuart Soo-Jin Lee, Yang Der Lee)
  421. Urban Search and Rescue canine search specialist programs. (In remembrance: Stephen Paul Lefkowitz, Adriana Legro, Edward Joseph Lehman)
  422. FEMA US&R specialty teams (hazmat, structures, medics). (In remembrance: Eric Lehrfeld, David R. Leistman, David Prudencio Lemagne)
  423. Technical rescue: trench, confined space, high-angle standardization. (In remembrance: Joseph Anthony Lenihan, John Joseph Lennon, Jr., John Robinson Lenoir)
  424. Swiftwater and flood rescue team proliferation. (In remembrance: Jorge Luis León, Sr., Matthew G. Leonard, Michael Lepore)
  425. Helicopter short-haul and hoist rescue capability growth. (In remembrance: Charles A. Lesperance, Jeff LeVeen, John Dennis Levi)
  426. Night-vision air ambulance operations expansion. (In remembrance: Alisha Caren Levin, Neil David Levin, Robert Levine)
  427. HEMS weather decision tools reducing aviation EMS accidents. (In remembrance: Robert Michael Levine, Shai Levinhar, Daniel M. Lewin)
  428. Wire-strike protection and helicopter safety kits. (In remembrance: Adam Jay Lewis, Jennifer Lewis, Kenneth E. Lewis)
  429. ADS-B In traffic displays for emergency aircraft. (In remembrance: Margaret Susan Lewis, Ye Wei Liang, Orasri Liangthanasarn)
  430. Public-safety aviation FLIR for missing persons and fire mapping. (In remembrance: Daniel F. Libretti, Ralph Michael Licciardi, Edward Lichtschein)
  431. Law enforcement sUAS programs with privacy policies. (In remembrance: Samantha L. Lightbourn-Allen, Steven Barry Lillianthal, Carlos R. Lillo)
  432. Evidence drones for crash and crime scene documentation. (In remembrance: Craig Damian Lilore, Arnold Arboleda Lim, Darya Lin)
  433. 3D laser scanning for investigative reconstruction. (In remembrance: Wei Rong Lin, Nickie L. Lindo, Thomas V. Linehan, Jr.)
  434. Rapid DNA for booking and investigative leads (policy-bound). (In remembrance: Robert Thomas Linnane, Alan Patrick Linton, Jr., Diane Theresa Lipari)
  435. Familial DNA searching with legal and ethical frameworks. (In remembrance: Kenneth P. Lira Arévalo, Francisco Alberto Liriano, Lorraine Lisi)
  436. Genetic genealogy for cold cases (distinct from terror response). (In remembrance: Paul Lisson, Vincent M. Litto, Ming-Hao Liu)
  437. Ballistics NIBIN network improvements. (In remembrance: Nancy Liz, Harold Lizcano, Martin Lizzul)
  438. National Integrated Ballistic Information Network hits. (In remembrance: George A. Llanes, Elizabeth C. Logler, Catherine Lisa Loguidice)
  439. ATF eTrace for firearm tracing speed. (In remembrance: Jérôme Robert Lohez, Michael William Lomax, Stephen V. Long)
  440. Explosive taggants and detection research. (In remembrance: Laura Maria Longing, Salvatore P. Lopes, Daniel Lopez)
  441. Peroxide-based explosive detectors after aviation plots. (In remembrance: George Lopez, Luis Manuel Lopez, Maclovio Lopez, Jr.)
  442. Millimeter-wave and terahertz imaging research for concealed threats. (In remembrance: Manuel L. Lopez, Joseph Lostrangio, Chet Dek Louie)
  443. Walkthrough explosives detectors in high-security lobbies. (In remembrance: Stuart Seid Louis, Joseph Lovero, Sara Elizabeth Low)
  444. Magnetic anomaly detection for weapons at soft targets. (In remembrance: Jenny Seu Kueng Low Wong, Michael W. Lowe, Garry W. Lozier)
  445. AI weapons detection on CCTV (human-reviewed alerts). (In remembrance: John P. Lozowsky, Charles Peter Lucania, Edward Hobbs Luckett II)
  446. School weapons detection systems with privacy tradeoff debates. (In remembrance: Mark Gavin Ludvigsen, Lee Charles Ludwig, Sean Thomas Lugano)
  447. Clear bag policies at stadiums reducing concealment risk. (In remembrance: Daniel Lugo, Marie Lukas, William Lum, Jr.)
  448. Magnetometer lanes at concerts and arenas. (In remembrance: Michael P. Lunden, Christopher E. Lunder, Anthony Luparello)
  449. Temporary vehicle checkpoints with LPR support. (In remembrance: Gary Frederick Lutnick, Linda Anne Luzzicone, Alexander Lygin)
  450. Mobile vehicle X-ray for VIP and special-event security. (In remembrance: CeeCee Lyles, Farrell Peter Lynch, James Francis Lynch)
  451. Under-vehicle inspection systems (UVIS) at gates. (In remembrance: James T. Lynch, Jr., Louise A. Lynch, Michael Cameron Lynch)
  452. Anti-drone nets and directed-energy counter-UAS research. (In remembrance: Michael Francis Lynch, Richard D. Lynch, Jr., Robert Henry Lynch, Jr.)
  453. Airport C-UAS detection layers recommended by FAA/DHS. (In remembrance: Sean P. Lynch, Sean Patrick Lynch, Terence M. Lynch)
  454. Stadium C-UAS monitoring during major events. (In remembrance: Michael J. Lyons, Monica Anne Lyons, Nehamon Lyons IV)
  455. Prison contraband drone detection systems. (In remembrance: Patrick John Lyons, Robert Francis Mace, Marianne MacFarlane)
  456. Border tunnel detection sensors and ground-penetrating radar. (In remembrance: Jan Maciejewski, Susan A. Mackay, Catherine Fairfax MacRae)
  457. Seismic and acoustic sensors for subterranean intrusion. (In remembrance: Richard Blaine Madden, Simon Maddison, Noell C. Maerz)
  458. Border surveillance aerostats and towers. (In remembrance: Jennieann Maffeo, Joseph Maffeo, Jay Robert Magazine)
  459. Autonomous border patrol ground robots (pilots). (In remembrance: Brian Magee, Charles W. Magee, Joseph V. Maggitti)
  460. Maritime domain awareness dashboards for ports. (In remembrance: Ronald Magnuson, Daniel L. Maher, Thomas A. Mahon)
  461. Dark vessel detection using RF and SAR satellites. (In remembrance: William J. Mahoney, Joseph Daniel Maio, Linda C. Mair-Grayling)
  462. AIS spoofing detection for maritime security. (In remembrance: Takashi Makimoto, Abdu Ali Malahi, Debora I. Maldonado)
  463. Port worker biometric access control. (In remembrance: Myrna T. Maldonado-Agosto, Alfred Russell Maler, Gregory James Malone)
  464. Cruise ship passenger accountability and muster tech. (In remembrance: Edward Francis Maloney III, Joseph E. Maloney, Gene Edward Maloy)
  465. Ferry terminal screening adaptations. (In remembrance: Christian H. Maltby, Francisco Miguel Mancini, Joseph Mangano)
  466. Bus and motorcoach operator security training. (In remembrance: Sara Elizabeth Manley, Debra M. Mannetta, Marion Victoria Manning)
  467. Over-the-road trucking hazmat security plans. (In remembrance: Terence John Manning, James Maounis, Alfred Gilles Padre Joseph Marchand)
  468. Highway watch / trucker tip programs. (In remembrance: Joseph Ross Marchbanks, Jr., Laura A. Marchese, Hilda Marcin)
  469. Rest-area and truck-stop security lighting CPTED. (In remembrance: Peter Edward Mardikian, Edward Joseph Mardovich, Charles Joseph Margiotta)
  470. Cargo theft analytics protecting supply chains. (In remembrance: Louis Neil Mariani, Kenneth Joseph Marino, Lester V. Marino)
  471. Seal and container integrity IoT sensors. (In remembrance: Vita Marino, Kevin D. Marlo, Jose Juan Marrero)
  472. Blockchain pilots for provenance of high-risk goods. (In remembrance: John Daniel Marshall, Shelley A. Marshall, James Martello)
  473. Pharmaceutical track-and-trace against counterfeit meds. (In remembrance: Michael A. Marti, Karen Ann Martin, Peter C. Martin)
  474. Opioid and fentanyl interdiction tools at mail facilities. (In remembrance: Teresa M. Martin, William J. Martin, Jr., Brian E. Martineau)
  475. Mail screening upgrades for chemical and explosive threats. (In remembrance: Betsy Martinez, Edward J. Martinez, Jose Angel Martinez, Jr.)
  476. USPS and private carrier hazardous mail protocols. (In remembrance: Robert Gabriel Martinez, Waleska Martinez, Lizie D. Martinez-Calderon)
  477. Anthrax and white-powder response SOPs for mailrooms. (In remembrance: Paul Richard Martini, Anne Marie Martino-Cramer, Joseph A. Mascali)
  478. Biological personal protective equipment for postal inspectors. (In remembrance: Bernard Mascarenhas, Stephen Frank Masi, Ada L. Mason-Acker)
  479. Environmental sampling robots for contaminated spaces. (In remembrance: Nicholas George Massa, Michael Massaroli, Philip William Mastrandrea, Jr.)
  480. UV and vaporized hydrogen peroxide decontamination systems. (In remembrance: Rudy Mastrocinque, Joseph Mathai, Charles William Mathers)
  481. Wide-area decontamination research after CBRN scenarios. (In remembrance: William A. Mathesen, Marcello Matricciano, Margaret Elaine Mattic)
  482. Indoor air quality sensors for building security operations. (In remembrance: Dean E. Mattson, Robert D. Mattson, Walter A. Matuza, Jr.)
  483. Smart building access control with identity federation. (In remembrance: Timothy J. Maude, Jill Maurer-Campbell, Charles A. Mauro, Jr.)
  484. Badgeless biometric entry for high-security labs. (In remembrance: Charles J. Mauro, Dorothy Mauro, Nancy T. Mauro)
  485. Visitor management systems with watchlist screening. (In remembrance: Robert J. Maxwell, Renée A. May, Tyrone May)
  486. Contractor escort and time-bound badge provisioning. (In remembrance: Keithroy Marcellus Maynard, Robert J. Mayo, Kathy N. Mazza)
  487. Tailgating detection at secure doors. (In remembrance: Edward Mazzella, Jr., Jennifer Lynn Mazzotta, Kaaria Mbaya)
  488. Mantrap / sally port designs for data centers and labs. (In remembrance: James Joseph McAlary, Jr., Brian Gerard McAleese, Patricia Ann McAneney)
  489. Faraday and TEMPEST-aware rooms for sensitive operations. (In remembrance: Colin R. McArthur, John Kevin McAvoy, Kenneth M. McBrayer)
  490. SCIF construction standards proliferation. (In remembrance: Brendan F. McCabe, Michael McCabe, Thomas Joseph McCann)
  491. Insider threat programs combining HR, cyber, and security. (In remembrance: Justin McCarthy, Kevin M. McCarthy, Michael Desmond McCarthy)
  492. User behavior analytics (UBA) for anomalous access. (In remembrance: Robert G. McCarthy, Stanley McCaskill, Katie Marie McCloskey)
  493. Data loss prevention (DLP) for sensitive government data. (In remembrance: Juliana Valentine McCourt, Ruth Magdaline McCourt, Charles Austin McCrann)
  494. CasB and SSE cloud security for hybrid workforces. (In remembrance: Tonyell F. McDay, Matthew T. McDermott, Joseph P. McDonald)
  495. Secure telework frameworks post-crisis remote work surges. (In remembrance: Brian Grady McDonnell, Michael P. McDonnell, John F. McDowell, Jr.)
  496. VDI and zero-trust remote access for cleared staff. (In remembrance: Eamon J. McEneaney, John Thomas McErlean, Jr., Daniel Francis McGinley)
  497. Continuous evaluation for security clearances. (In remembrance: Mark Ryan McGinly, William E. McGinn, Thomas Henry McGinnis)
  498. e-QIP / eApp modernization for clearance processing. (In remembrance: Michael Gregory McGinty, Ann Walsh McGovern, Scott Martin McGovern)
  499. Personnel vetting predictive analytics (careful, audited use). (In remembrance: William J. McGovern, Stacey Sennas McGowan, Francis Noel McGuinn)
  500. Polygraph and lifestyle investigation process reforms. (In remembrance: Thomas F. McGuinness, Jr., Patrick J. McGuire, Thomas M. McHale)
  501. Whistleblower channels for security concerns without retaliation. (In remembrance: Keith David McHeffey, Ann M. McHugh, Denis J. McHugh III)
  502. Protected disclosure frameworks for aviation and nuclear workers. (In remembrance: Dennis P. McHugh, Michael Edward McHugh, Jr., Robert G. McIlvaine)
  503. Just culture adaptations balancing accountability and learning. (In remembrance: Donald James McIntyre, Stephanie Marie McKenna, Molly L. McKenzie)
  504. National Transportation Safety Board lessons applied beyond aviation. (In remembrance: Barry J. McKeon, Evelyn C. McKinnedy, Darryl Leron McKinney)
  505. Serious incident learning systems in hospitals (PSI reporting). (In remembrance: George Patrick McLaughlin, Jr., Robert C. McLaughlin, Jr., Gavin McMahon)
  506. Near-miss reporting apps for first responders. (In remembrance: Robert D. McMahon, Edmund M. McNally, Daniel Walker McNeal)
  507. Blue-ocean safety culture research after high-reliability orgs. (In remembrance: Walter Arthur McNeil, Christine Sheila McNulty, Sean Peter McNulty)
  508. Crew resource management (CRM) adapted to emergency medicine. (In remembrance: Robert William McPadden, Terence A. McShane, Timothy Patrick McSweeney)
  509. Fireground CRM and mayday communications discipline. (In remembrance: Martin E. McWilliams, Rocco A. Medaglia, Abigail Medina)
  510. Police tactical communications brevity and clarity training. (In remembrance: Ana Iris Medina, Damian Meehan, William J. Meehan, Jr.)
  511. Interpreter on-scene video for multilingual emergencies. (In remembrance: Alok Kumar Mehta, Raymond Meisenheimer, Manuel Emilio Mejia)
  512. Body language and cultural competency training for responders. (In remembrance: Eskedar Melaku, Antonio Melendez, Mary P. Melendez)
  513. Community policing trust-building as terrorism prevention substrate. (In remembrance: Christopher D. Mello, Yelena Melnichenko, Stuart Todd Meltzer)
  514. Immigrant community liaison officers reducing tip hesitancy. (In remembrance: Diarelia Jovanah Mena, Dora Marie Menchaca, Charles R. Mendez)
  515. Hate incident hotlines after spikes in community fear. (In remembrance: Lizette Mendoza, Shevonne Olicia Mentis, Wolfgang Peter Menzel)
  516. Youth mentoring as violence-prevention social infrastructure. (In remembrance: Steve John Mercado, Wesley Mercer, Ralph Joseph Mercurio)
  517. After-school and opportunity programs reducing recruitment vulnerability. (In remembrance: Alan Harvey Merdinger, George L. Merino, Yamel Josefina Merino)
  518. Sports and arts programs as community resilience builders. (In remembrance: George Merkouris, Deborah Merrick, Raymond Joseph Metz III)
  519. Local journalism support as rumor-resistant information infrastructure. (In remembrance: Jill Ann Metzler, David Robert Meyer, Nurul H. Miah)
  520. Public media emergency information partnerships. (In remembrance: William Edward Micciulli, Martin Paul Michelstein, Patricia E. Mickley)
  521. Emergency manager–PIO joint information center (JIC) doctrine. (In remembrance: Ronald D. Milam, Peter Teague Milano, Gregory Milanowycz)
  522. Rumor control websites during major incidents. (In remembrance: Lukasz Tomasz Milewski, Sharon Christina Millan, Corey Peter Miller)
  523. Prebunking and inoculation messaging against extremist propaganda. (In remembrance: Craig J. Miller, Douglas C. Miller, Henry Alfred Miller, Jr.)
  524. Digital literacy curricula for deepfakes and scam emergencies. (In remembrance: Joel Miller, Michael Matthew Miller, Nicole Carol Miller)
  525. Elder fraud and terror-finance adjacent scam awareness. (In remembrance: Philip D. Miller, Robert Alan Miller, Robert Cromwell Miller, Jr.)
  526. Business email compromise defenses for critical operators. (In remembrance: Benny Millman, Charles M. Mills, Jr., Ronald Keith Milstein)
  527. SIM-swap and MFA resilience for executives of critical firms. (In remembrance: Robert J. Minara, William George Minardi, Louis Joseph Minervino)
  528. Executive protection digital threat monitoring. (In remembrance: Thomas Mingione, Wilbert Miraille, Domenick N. Mircovich)
  529. Doxxing response playbooks for public officials and journalists. (In remembrance: Rajesh Arjan Mirpuri, Joseph D. Mistrulli, Susan J. Miszkowicz)
  530. Newsroom security training after attacks on media. (In remembrance: Paul Thomas Mitchell, Richard P. Miuccio, Jeffrey Peter Mladenik)
  531. Journalist protective equipment and hostile environment courses. (In remembrance: Frank V. Moccia, Sr., Louis Joseph Modafferi, Boyie Mohammed)
  532. NGO worker security training for high-risk deployments. (In remembrance: Dennis Mojica, Manuel D. Mojica, Jr., Kleber Rolando Molina)
  533. Humanitarian notification systems to reduce mis-targeting. (In remembrance: Manuel De Jesus Molina, Carl Molinaro, Justin John Molisani, Jr.)
  534. Civilian harm mitigation cells in military operations. (In remembrance: Brian Patrick Monaghan, Franklyn Monahan, John Gerard Monahan)
  535. Battle damage assessment transparency reforms. (In remembrance: Kristen Leigh Montanaro, Craig Montano, Michael G. Montesi)
  536. Precision guidance and LOAC training reducing civilian harm. (In remembrance: Carlos Alberto Montoya, Antonio De Jesus Montoya Valdes, Cheryl Ann Monyak)
  537. No-strike list and cultural site protection in targeting systems. (In remembrance: Thomas Carlo Moody, Sharon Moore, Krishna V. Moorthy)
  538. Human rights attorney embedding in operational legal reviews. (In remembrance: Laura Lee Defazio Morabito, Abner Morales, Carlos Manuel Morales)
  539. International partner capacity building for aviation security. (In remembrance: Paula E. Morales, Sonia Mercedes Morales Puopolo, Gerard P. Moran, Jr.)
  540. ICAO aviation security standards updates post-9/11. (In remembrance: John Christopher Moran, John Michael Moran, Kathleen Moran)
  541. Foreign airport assessment programs for last-point-of-departure. (In remembrance: Lindsay Stapleton Morehouse, George William Morell, Steven P. Morello)
  542. Air marshals and in-cabin security international cooperation. (In remembrance: Vincent S. Morello, Yvette Nicole Moreno, Dorothy Morgan)
  543. Extradition and MLATs strengthened for terrorism cases. (In remembrance: Richard J. Morgan, Nancy Morgenstern, Sanae Mori)
  544. Military commission and federal prosecution pathways (debated, refined). (In remembrance: Blanca Robertina Morocho Morocho, Leonel Geronimo Morocho Morocho, Dennis Gerard Moroney)
  545. High-value detainee interrogation protocol reforms. (In remembrance: Lynne Irene Morris, Odessa V. Morris, Seth Allan Morris)
  546. Watchlisting redress (DHS TRIP) for misidentified travelers. (In remembrance: Steve Morris, Christopher Martel Morrison, Ferdinand V. Morrone)
  547. Privacy Impact Assessments mandated for new security tech. (In remembrance: William David Moskal, Brian A. Moss, Marco Motroni)
  548. Civil liberties oversight boards reviewing counterterror programs. (In remembrance: Cynthia Motus-Wilson, Iouri A. Mouchinski, Jude Joseph Moussa)
  549. FISA and surveillance law debates shaping oversight technology. (In remembrance: Peter Moutos, Damion O’Neil Mowatt, Teddington H. Moy)
  550. Minimization procedures in intelligence collection systems. (In remembrance: Christopher Michael Mozzillo, Stephen Vincent Mulderry, Richard T. Muldowney, Jr.)
  551. Audit logging for queries against sensitive databases. (In remembrance: Michael D. Mullan, Dennis Michael Mulligan, Peter James Mulligan)
  552. Role-based access to fusion center information. (In remembrance: Michael Joseph Mullin, James Donald Munhall, Nancy Muñiz)
  553. Privacy officers embedded in fusion centers. (In remembrance: Francisco Heladio Munoz, Carlos Mario Muñoz, Theresa Munson)
  554. Public dashboards for grant spending accountability. (In remembrance: Robert Michael Murach, Cesar Augusto Murillo, Marc A. Murolo)
  555. Performance metrics for homeland security grants. (In remembrance: Brian Joseph Murphy, Charles Anthony Murphy, Christopher W. Murphy)
  556. Threat Hazard Identification and Risk Assessment (THIRA) process. (In remembrance: Edward Charles Murphy, James F. Murphy IV, James Thomas Murphy)
  557. Stakeholder Preparedness Review (SPR) for capability gaps. (In remembrance: Kevin James Murphy, Patrick Jude Murphy, Patrick Sean Murphy)
  558. Emergency Management Accreditation Program (EMAP) standards. (In remembrance: Raymond E. Murphy, Robert Eddie Murphy, Jr., John Joseph Murray)
  559. NFPA 1600/1616 continuity and mass evacuation standards uptake. (In remembrance: Susan D. Murray, Valerie Victoria Murray, Richard Todd Myhre)
  560. ISO 22301 business continuity certification growth. (In remembrance: Louis J. Nacke II, Robert B. Nagel, Mildred Rose Naiman)
  561. NIST Cybersecurity Framework adoption across sectors. (In remembrance: Takuya Nakamura, Alexander John Robert Napier, Frank Joseph Naples III)
  562. NIST SP 800-53 control catalogs for federal systems. (In remembrance: John Philip Napolitano, Catherine Ann Nardella, Mario Nardone, Jr.)
  563. CMMC and defense industrial base cybersecurity requirements. (In remembrance: Manika K. Narula, Shawn M. Nassaney, Narender Nath)
  564. Defense Federal Acquisition cyber clauses. (In remembrance: Karen Susan Navarro, Joseph M. Navas, Francis Joseph Nazario)
  565. Software composition analysis for DoD and critical vendors. (In remembrance: Glenroy I. Neblett, Rayman Marcus Neblett, Jerome O. Nedd)
  566. Hardware Trojan detection research for trusted electronics. (In remembrance: Laurence F. Nedell, Luke G. Nee, Pete Negron)
  567. Trusted Foundry and secure microelectronics initiatives. (In remembrance: Laurie Ann Neira, Ann N. Nelson, David William Nelson)
  568. CHIPS Act-aligned domestic semiconductor resilience. (In remembrance: Ginger Risco Nelson, James A. Nelson, Michele Ann Nelson)
  569. Rare-earth and critical minerals supply diversification. (In remembrance: Peter Allen Nelson, Oscar Francis Nesbitt, Gerard Terence Nevins)
  570. Strategic materials stockpiles for defense production. (In remembrance: Renee Tetreault Newell, Christopher C. Newton, Christopher Newton-Carter)
  571. Defense Production Act use for emergency manufacturing. (In remembrance: Nancy Yuen Ngo, Khang Ngoc Nguyen, Jody Tepedino Nichilo)
  572. Ventilator and PPE DPA lessons for future surges. (In remembrance: Kathleen Ann Nicosia, Martin Stewart Niederer, Alfonse Joseph Niedermeyer)
  573. Domestic N95 manufacturing restart capacity. (In remembrance: Frank John Niestadt, Jr., Gloria Nieves, Juan Nieves, Jr.)
  574. Reusable elastomeric respirator programs for health workers. (In remembrance: Troy Edward Nilsen, Paul Nimbley, John Ballantine Niven)
  575. UV-C room disinfection robots in hospitals. (In remembrance: Katherine McGarry Noack, Curtis Terrance Noel, Michael A. Noeth)
  576. Copper and antimicrobial surface research for high-touch areas. (In remembrance: Daniel R. Nolan, Robert Walter Noonan, Jacqueline June Norton)
  577. Touchless building interfaces reducing fomite risk in crises. (In remembrance: Robert Grant Norton, Daniela Rosalia Notaro, Brian Christopher Novotny)
  578. Queue management reducing crowding at screening points. (In remembrance: Soichi Numata, Brian Nunez, Jose Nunez)
  579. Airport design: sterile vs. public flow separation refinements. (In remembrance: Jeffrey Roger Nussbaum, James A. Oakley, Dennis Patrick O’Berg)
  580. Blast-resistant airport glazing and check-in hall design. (In remembrance: James P. O’Brien, Jr., Michael P. O’Brien, Scott J. O’Brien)
  581. Landside vehicle standoff distances at terminals. (In remembrance: Timothy Michael O’Brien, Daniel O’Callaghan, Dennis James O’Connor, Jr.)
  582. Curbside management reducing VBIED exposure. (In remembrance: Diana J. O’Connor, Keith Kevin O’Connor, Richard J. O’Connor)
  583. Random employee screening at airports and ports. (In remembrance: Amy O’Doherty, Marni Pont O’Doherty, Douglas E. Oelschlager)
  584. Insider threat training for aviation employees. (In remembrance: Takashi Ogawa, Albert Ogletree, Philip Paul Ognibene)
  585. Sterile area access biometric pilots. (In remembrance: John A. Ogonowski, James Andrew O’Grady, Joseph J. Ogren)
  586. Airport worker fingerprint and CHRC process modernization. (In remembrance: Thomas G. O’Hagan, Samuel Oitice, Patrick J. O’Keefe)
  587. Flight kitchen and catering security seals. (In remembrance: William O’Keefe, Gerald Michael Olcott, Gerald Thomas O’Leary)
  588. Aircraft cleaning crew security protocols. (In remembrance: Christine Anne Olender, Linda Mary Oliva, Edward K. Oliver)
  589. Lavatory smoke detector and cabin surveillance policies (privacy-limited). (In remembrance: Leah Elizabeth Oliver, Eric Taube Olsen, Jeffrey James Olsen)
  590. Secondary screening algorithms reducing bias (ongoing work). (In remembrance: Barbara K. Olson, Maureen Lyons Olson, Steven John Olson)
  591. Disability and medical device traveler screening improvements. (In remembrance: Matthew Timothy O’Mahony, Toshihiro Onda, Seamus L. Oneal)
  592. TSA Cares and passenger support specialist programs. (In remembrance: John P. O’Neill, Peter J. O’Neill, Jr., Sean Gordon Corbett O’Neill)
  593. Family lane and military lane humane screening design. (In remembrance: Betty Ann Ong, Michael C. Opperman, Christopher T. Orgielewicz)
  594. AIT automated threat recognition reducing need for pat-downs. (In remembrance: Margaret Quinn Orloske, Virginia Anne Ormiston, Ruben S. Ornedo)
  595. Credential authentication reducing fake ID at checkpoints. (In remembrance: Kevin M. O’Rourke, Ronald Orsini, Peter Keith Ortale)
  596. Digital ID acceptance pilots at TSA with privacy controls. (In remembrance: Juan Ortega-Campos, Jane Marie Orth, Alexander Ortiz)
  597. CAT-2 and dynamic checkpoint resource allocation. (In remembrance: David Ortiz, Emilio Pete Ortiz, Pablo Ortiz)
  598. Wait-time prediction apps reducing sterile-area crowding risk. (In remembrance: Paul Ortiz, Jr., Sonia Ortiz, Masaru Ose)
  599. Exit lane breach detection systems. (In remembrance: Patrick J. O’Shea, Robert William O’Shea, Elsy Carolina Osorio Oliva)
  600. Sterile area intrusion alarms and camera analytics. (In remembrance: James R. Ostrowski, Timothy Franklin O’Sullivan, Jason Douglas Oswald)
  601. Baggage reconciliation systems preventing unaccompanied bags on aircraft. (In remembrance: Michael John Otten, Isidro D. Ottenwalder, Michael Chung Ou)
  602. Positive passenger bag matching international standards. (In remembrance: Todd Joseph Ouida, Jesus Ovalles, Peter J. Owens, Jr.)
  603. RFID baggage tracking reducing mishandling and security gaps. (In remembrance: Adianes Oyola, Angel M. Pabon, Jr., Israel Pabon, Jr.)
  604. Air cargo piece-level screening technologies. (In remembrance: Roland Pacheco, Michael Benjamin Packer, Diana B. Padro)
  605. Canine explosive detection team breeding and training science. (In remembrance: Deepa Pakkala, Jeffrey Matthew Palazzo, Thomas Palazzo)
  606. Electronic odor detection complements to canine teams. (In remembrance: Richard A. Palazzolo, Orio Joseph Palmer, Frank Anthony Palombo)
  607. Homemade explosive training aids for safer canine instruction. (In remembrance: Alan N. Palumbo, Christopher Matthew Panatier, Dominique Lisa Pandolfo)
  608. Render-safe procedures for vehicle-borne IEDs in cities. (In remembrance: Jonas Martin Panik, Paul J. Pansini, John M. Paolillo)
  609. Robotics: tracked platforms for suspicious package investigation. (In remembrance: Edward Joseph Papa, Salvatore T. Papasso, James Nicholas Pappageorge)
  610. Backpack robots and throwable cameras for SWAT. (In remembrance: Marie Pappalardo, Vinod Kumar Parakat, Vijayashanker Paramsothy)
  611. Through-wall radar for hostage and collapse rescue. (In remembrance: Nitin Ramesh Parandkar, Hardai Parbhu, James Wendell Parham)
  612. Acoustic sensors for trapped-victim location in rubble. (In remembrance: Debra Marie Paris, George Paris, Gye Hyong Park)
  613. Search camera systems for void spaces in collapses. (In remembrance: Philip Lacey Parker, Michael Alaine Parkes, Robert E. Parks, Jr.)
  614. Concrete-cutting and breaching tools for US&R. (In remembrance: Hashmukh C. Parmar, Robert Parro, Diane Marie Parsons)
  615. Listening devices and SEER technology for entombed survivors. (In remembrance: Leobardo Lopez Pascual, Michael J. Pascuma, Jr., Jerrold Hughes Paskins)
  616. GPS-denied navigation aids for interior firefighting. (In remembrance: Horace Robert Passananti, Suzanne H. Passaro, Avnish Ramanbhai Patel)
  617. PASS device improvements reducing false alarms and missed signals. (In remembrance: Dipti Patel, Manish Patel, Steven Bennett Paterson)
  618. Firefighter location systems (WIP/indoor tracking research). (In remembrance: James Matthew Patrick, Manuel D. Patrocino, Bernard E. Patterson)
  619. Accountability tags and electronic passport systems on firegrounds. (In remembrance: Clifford L. Patterson, Jr., Cira Marie Patti, Robert E. Pattison)
  620. Mayday button integration on radios. (In remembrance: James Robert Paul, Patrice Paz, Victor Hugo Paz)
  621. Emergency evacuation signal standards on firegrounds. (In remembrance: Stacey Lynn Peak, Richard Allen Pearlman, Durrell V. Pearsall, Jr.)
  622. High-rise hose pack and standpipe operations training updates. (In remembrance: Thomas Nicholas Pecorelli, Thomas Pedicini, Todd Douglas Pelino)
  623. Wind-driven fire research changing high-rise tactics. (In remembrance: Mike Adrian Pelletier, Anthony G. Peluso, Angel R. Pena)
  624. Positive pressure ventilation (PPV) doctrine refinements. (In remembrance: Robert Penninger, Richard Al Penny, Salvatore F. Pepe)
  625. Battery-powered extrication tools for quieter, faster rescues. (In remembrance: Carl Allen B. Peralta, Robert David Peraza, Jon A. Perconti, Jr.)
  626. Stabilization strut systems for vehicle and structural collapse. (In remembrance: Alejo Perez, Angel Perez, Jr., Angela Susan Perez)
  627. Airbag lifting systems for heavy debris. (In remembrance: Anthony Perez, Ivan Antonio Perez, Nancy E. Perez)
  628. Crane and heavy-rigging mutual aid for urban collapse. (In remembrance: Berry Berenson Perkins, Joseph John Perroncino, Edward J. Perrotta)
  629. USAR marking systems standardized internationally. (In remembrance: Emelda H. Perry, Glenn C. Perry, Sr., John William Perry)
  630. INSARAG guidelines for international search deployments. (In remembrance: Franklin Allan Pershep, Danny Pesce, Michael John Pescherine)
  631. Disaster Medical Assistance telehealth reach-back. (In remembrance: Davin N. Peterson, Donald Arthur Peterson, Jean Hoadley Peterson)
  632. Psychological first aid training for responders and volunteers. (In remembrance: William Russell Peterson, Mark James Petrocelli, Philip Scott Petti)
  633. Grief counseling models for mass terrorism bereavement. (In remembrance: Glen Kerrin Pettit, Dominick A. Pezzulo, Kaleen Elizabeth Pezzuti)
  634. Peer-led family support networks after 9/11. (In remembrance: Kevin J. Pfeifer, Tu-Anh Pham, Kenneth John Phelan, Sr.)
  635. Anniversary-aware mental health surge planning each September. (In remembrance: Sneha Anne Philip, Eugenia McCann Piantieri, Ludwig John Picarro)
  636. Trauma-informed journalism guidelines after mass violence. (In remembrance: Matthew Picerno, Joseph O. Pick, Christopher J. Pickford)
  637. School counselor protocols after national traumatic events. (In remembrance: Dennis J. Pierce, Bernard Pietronico, Nicholas P. Pietrunti)
  638. Child-friendly spaces in family assistance centers. (In remembrance: Theodoros Pigis, Susan Elizabeth Pinto, Joseph Piskadlo)
  639. Photo and DNA family reference collection SOPs. (In remembrance: Christopher Todd Pitman, Joshua Michael Piver, Robert R. Ploger III)
  640. Ante-mortem data management for victim identification. (In remembrance: Zandra F. Ploger, Joseph Plumitallo, John M. Pocher)
  641. INTERPOL DVI (Disaster Victim Identification) guide adoption. (In remembrance: William Howard Pohlmann, Laurence Michael Polatsch, Thomas H. Polhemus)
  642. Portable morgue refrigerated capacity planning. (In remembrance: Steve Pollicino, Susan M. Pollio, Darin H. Pontell)
  643. Virtual memorial and name-wall digital experiences. (In remembrance: Joshua Iosua Poptean, Giovanna Porras, Anthony Portillo)
  644. Online tribute walls with moderation against abuse. (In remembrance: James Edward Potorti, Daphne Pouletsos, Richard N. Poulos)
  645. Crowdsourced oral history archives of survivors and families. (In remembrance: Stephen Emanual Poulos, Brandon Jerome Powell, Scott Alan Powell)
  646. Digital preservation of 9/11 artifacts and oral histories. (In remembrance: Shawn Edward Powell, Antonio Dorsey Pratt, Gregory M. Preziose)
  647. Museum security and visitor screening at sensitive memorials. (In remembrance: Wanda Ivelisse Prince, Vincent A. Princiotta, Kevin M. Prior)
  648. Respectful photography policies at mourning sites. (In remembrance: Everett Martin Proctor III, Carrie Beth Progen, David Lee Pruim)
  649. Counter-drone protection for major memorial events. (In remembrance: Richard A. Prunty, John Foster Puckett, Robert David Pugliese)
  650. National Day of Service and Remembrance civic volunteering. (In remembrance: Edward F. Pullis, Patricia Ann Puma, Jack D. Punches)
  651. Youth service projects channeling grief into community care. (In remembrance: Hemanth Kumar Puttur, Joseph J. Pycior, Jr., Edward R. Pykon)
  652. Interfaith vigils and shared mourning protocols for cities. (In remembrance: Christopher Quackenbush, Lars Peter Qualben, Lincoln Quappé)
  653. Foreign service and embassy security upgrades worldwide. (In remembrance: Beth Ann Quigley, Patrick J. Quigley IV, Michael T. Quilty)
  654. Diplomatic facility setback and blast standards. (In remembrance: James Francis Quinn, Ricardo J. Quinn, Carol Millicent Rabalais)
  655. Marine Security Guards and compound surveillance upgrades. (In remembrance: Christopher Peter Anthony Racaniello, Leonard J. Ragaglia, Eugene J. Raggio)
  656. Soft-skill cultural training reducing overseas friction risks. (In remembrance: Laura Marie Ragonese-Snik, Michael Paul Ragusa, Peter Frank Raimondi)
  657. Travel alerts and Smart Traveler Enrollment Program (STEP). (In remembrance: Harry A. Raines, Lisa J. Raines, Ehtesham Raja)
  658. Airline dark-website and crisis comms for families after incidents. (In remembrance: Valsa Raju, Edward J. Rall, Lukas Rambousek)
  659. GoTeams and CARE team airline family assistance models. (In remembrance: Maria Ramirez, Harry Ramos, Vishnoo Ramsaroop)
  660. Airport family reception center designs. (In remembrance: Deborah A. Ramsaur, Lorenzo E. Ramzey, Alfred Todd Rancke)
  661. Manifest reconciliation tech for passenger accountability. (In remembrance: Adam David Rand, Jonathan C. Randall, Shreyas S. Ranganath)
  662. Next-of-kin notification process digitization with dignity checks. (In remembrance: Anne T. Ransom, Faina Rapoport, Rhonda Sue Rasmussen)
  663. Secure video visitation for isolated ICU families in crises. (In remembrance: Robert A. Rasmussen, Amenia Rasool, R. Mark Rasweiler)
  664. Hospital family briefing apps during mass-casualty events. (In remembrance: Marsha D. Ratchford, David Alan James Rathkey, William Ralph Raub)
  665. Bed boards and regional divert systems for trauma load-balancing. (In remembrance: Gerard F. Rauzi, Alexey Razuvaev, Gregory Reda)
  666. Statewide trauma bed dashboards. (In remembrance: Sarah Anne Redheffer, Michele Marie Reed, Judith Ann Reese)
  667. Burn bed national tracking concepts. (In remembrance: Donald J. Regan, Robert M. Regan, Thomas Michael Regan)
  668. ECMO capability registries for surge. (In remembrance: Christian Michael Otto Regenhard, Howard Reich, Gregg Reidy)
  669. Blood type inventory prediction using AI demand models. (In remembrance: James Brian Reilly, Kevin O. Reilly, Timothy E. Reilly)
  670. Walking blood bank protocols for austere military care. (In remembrance: Joseph Reina, Jr., Thomas Barnes Reinig, Frank Bennett Reisman)
  671. Field blood transfusion advances saving wounded troops. (In remembrance: Joshua Scott Reiss, Karen Renda, John Armand Reo)
  672. Junctional tourniquets for battlefield and civilian trauma. (In remembrance: Richard Cyril Rescorla, John Thomas Resta, Sylvia San Pio Resta)
  673. XStat and wound stamping hemostatics research. (In remembrance: Martha M. Reszke, David E. Retik, Todd H. Reuben)
  674. iTClamp and adjunct hemorrhage devices. (In remembrance: Luis Clodoaldo Revilla Mier, Eduvigis Reyes, Jr., Bruce Albert Reynolds)
  675. Pelvic binders as standard MCI equipment. (In remembrance: John Frederick Rhodes, Francis Saverio Riccardelli, Rudolph N. Riccio)
  676. Hypothermia prevention in trauma (ready-heat, hypothermia wraps). (In remembrance: Ann Marie Riccoboni, David Harlow Rice, Eileen Mary Rice)
  677. Damage control resuscitation doctrine in civilian trauma centers. (In remembrance: Kenneth Frederick Rice III, CeCelia E. Richard, Vernon Allan Richard)
  678. Whole blood revival in trauma systems. (In remembrance: Claude Daniel Richards, Gregory David Richards, Michael Richards)
  679. TXA (tranexamic acid) protocols for bleeding patients. (In remembrance: Venesha Orintia Richards, Jimmy Riches, Alan Jay Richman)
  680. REBOA training for trauma/surgical teams. (In remembrance: John M. Rigo, Frederick Charles Rimmele III, Rose Mary Riso)
  681. Forward surgical team concepts informing civilian MCI surgery. (In remembrance: Moises N. Rivas, Joseph R. Rivelli, Jr., Carmen Alicia Rivera)
  682. Tele-mentored surgery research for austere care. (In remembrance: Isaias Rivera, Juan William Rivera, Linda Ivelisse Rivera)
  683. 3D-printed surgical guides for complex reconstruction. (In remembrance: David E. Rivers, Joseph R. Riverso, Paul V. Rizza)
  684. Facial prosthetics and reconstructive advances for blast survivors. (In remembrance: John Frank Rizzo, Stephen Louis Roach, Joseph Roberto)
  685. Advanced prosthetics and myoelectric limbs for amputees. (In remembrance: Leo Arthur Roberts, Michael E. Roberts, Michael Edward Roberts)
  686. Osseointegration for higher-function prosthetic attachment. (In remembrance: Donald Walter Robertson, Jr., Jeffrey Robinson, Michell Lee Jean Robotham)
  687. PTSD treatment: prolonged exposure, EMDR, and adapted protocols. (In remembrance: Donald Arthur Robson, Antonio A. Rocha, Raymond James Rocha)
  688. Virtual reality exposure therapy for PTSD. (In remembrance: Laura Rockefeller, John Michael Rodak, Antonio José Rodrigues)
  689. Pharmacologic research adjuncts for trauma memory. (In remembrance: Anthony Rodriguez, Carmen Milagros Rodriguez, Gregory E. Rodriguez)
  690. Sleep and nightmare treatment programs for responders. (In remembrance: Marsha A. Rodriguez, Mayra Valdes Rodriguez, Richard Rodriguez)
  691. Peer support dogs for veterans and responders. (In remembrance: David Bartolo Rodriguez-Vargas, Matthew Rogan, Jean Destrehan Rogér)
  692. Service animal access policies in emergency shelters. (In remembrance: Karlie Rogers, Scott William Rohner, Keith Michael Roma)
  693. Adaptive sports programs for wounded veterans. (In remembrance: Joseph M. Romagnolo, Efrain Romero, Sr., Elvin Romero)
  694. Career transition programs for medically retired service members. (In remembrance: James A. Romito, Sean Paul Rooney, Eric Thomas Ropiteau)
  695. Veteran suicide prevention lifelines and gun safety partnerships. (In remembrance: Aida Rosario, Angela Rosario, Mark H. Rosen)
  696. Community-based veteran peer networks. (In remembrance: Brooke David Rosenbaum, Linda Rosenbaum, Sheryl Lynn Rosenbaum)
  697. Military family readiness and casualty assistance reforms. (In remembrance: Lloyd Daniel Rosenberg, Mark Louis Rosenberg, Andrew Ira Rosenblum)
  698. Gold Star family support organizations and official liaison offices. (In remembrance: Joshua M. Rosenblum, Joshua Alan Rosenthal, Richard David Rosenthal)
  699. Tragedy Assistance Program for Survivors (TAPS)-style models. (In remembrance: Philip Martin Rosenzweig, Daniel Rosetti, Richard Barry Ross)
  700. Scholarship funds for children of the fallen. (In remembrance: Norman S. Rossinow, Nicholas P. Rossomando, Michael Craig Rothberg)
  701. Workplace leave policies for bereavement after terrorism. (In remembrance: Donna Marie Rothenberg, Mark David Rothenberg, James Michael Roux)
  702. Financial counseling for families navigating victim funds. (In remembrance: Nicholas Charles Alexander Rowe, Edward V. Rowenhorst, Judy Rowlett)
  703. Pro bono legal clinics for victim families. (In remembrance: Timothy Alan Roy, Sr., Paul G. Ruback, Ronald J. Ruben)
  704. Immigration relief pathways for certain victim families (where applicable). (In remembrance: Joanne Rubino, David M. Ruddle, Bart Joseph Ruggiere)
  705. Consular assistance for foreign national victims’ families. (In remembrance: Susan A. Ruggiero, Adam Keith Ruhalter, Gilbert Ruiz)
  706. Multilingual memorial ceremonies and name readings. (In remembrance: Robert E. Russell, Stephen P. Russell, Steven Harris Russin)
  707. Name pronunciation guides for public readings of the fallen. (In remembrance: Michael Thomas Russo, Sr., Wayne Alan Russo, William R. Ruth)
  708. Paper and digital programs ensuring no name is omitted. (In remembrance: Edward Ryan, John Joseph Ryan, Jonathan Stephan Ryan)
  709. Accessibility: braille and audio name directories at memorials. (In remembrance: Matthew L. Ryan, Tatiana Ryjova, Christina Sunga Ryook)
  710. Tactile memorial design for blind and low-vision visitors. (In remembrance: Thierry Saada, Jason Elazar Sabbag, Thomas E. Sabella)
  711. Quiet hours and contemplation spaces in memorial museums. (In remembrance: Scott H. Saber, Charles E. Sabin, Sr., Joseph Francis Sacerdote)
  712. Trauma-informed docent training for difficult history sites. (In remembrance: Jessica Leigh Sachs, Francis John Sadocha, Jude Elias Safi)
  713. Age-appropriate education programs about 9/11 for students. (In remembrance: Brock Joel Safronoff, Edward Saiya, John Patrick Salamone)
  714. Primary source packets for teachers on civic resilience. (In remembrance: Marjorie C. Salamone, Hernando Rafael Salas, Juan G. Salas)
  715. Anti-bias education reducing backlash against communities after attacks. (In remembrance: Esmerlin Antonio Salcedo, John Pepe Salerno, Rahma Salie)
  716. Bystander intervention training against hate harassment. (In remembrance: Richard L. Salinardi, Jr., Wayne John Saloman, Nolbert Salomon)
  717. Rapid response networks protecting houses of worship after threats. (In remembrance: Catherine Patricia Salter, Frank G. Salvaterra, Paul Richard Salvio)
  718. Community patrol partnerships with clear nonviolence norms. (In remembrance: Samuel Robert Salvo, Jr., Carlos Alberto Samaniego, John P. Sammartino)
  719. Youth digital citizenship reducing online radicalization pathways. (In remembrance: James Kenneth Samuel, Jr., Michael San Phillip, Hugo M. Sanay)
  720. Parent guides for talking with children after national tragedies. (In remembrance: Alva Cynthia Jeffries Sanchez, Jacquelyn Patrice Sanchez, Jesus Sanchez)
  721. Pediatric bereavement programs. (In remembrance: Raymond Sanchez, Eric M. Sand, Stacey Leigh Sanders)
  722. School memorial and moment-of-silence best practices. (In remembrance: Herman S. Sandler, Jim Sands, Jr., Ayleen J. Santiago)
  723. Employee assistance programs after collective national trauma. (In remembrance: Kirsten Reese Santiago, Maria Theresa Concepcion Santillan, Susan Gayle Santo)
  724. Manager toolkits for supporting grieving colleagues. (In remembrance: Christopher A. Santora, John August Santore, Mario L. Santoro)
  725. Faith-community mutual aid networks activated after disasters. (In remembrance: Rafael Humberto Santos, Rufino C.F. Santos III, Victor J. Saracini)
  726. Diaper banks, food banks, and soft-power resilience logistics. (In remembrance: Kalyan K. Sarkar, Chapelle Renee Stewart Sarker, Paul F. Sarle)
  727. Cash assistance platforms delivering aid faster with fraud controls. (In remembrance: Deepika Kumar Sattaluri, Gregory Thomas Saucedo, Susan M. Sauer)
  728. Cryptocurrency tracing tools against terror finance (Chainalysis-class). (In remembrance: Anthony Savas, Vladimir Savinkin, John Michael Sbarbaro)
  729. Nonprofit transparency tech reducing charity fraud. (In remembrance: David M. Scales, Robert Louis Scandole, Michelle Scarpitta)
  730. Crowdfunding platform trust & safety against exploitation of tragedies. (In remembrance: Dennis Scauso, John Albert Schardt, John G. Scharf)
  731. Platform crisis protocols for mass violence events. (In remembrance: Fred C. Scheffold, Jr., Angela Susan Scheinberg, Scott Mitchell Schertzer)
  732. Throttling amplification of graphic violence while informing public. (In remembrance: Sean Schielke, Steven Francis Schlag, Robert A. Schlegel)
  733. Verified crisis resource panels in social products. (In remembrance: Jon Schlissel, Karen Helene Schmidt, Ian Schneider)
  734. Geofenced emergency information during active incidents. (In remembrance: Thomas G. Schoales, Frank G. Schott, Jr., Gerard Patrick Schrang)
  735. Wireless Emergency Alerts Spanish and additional language expansion. (In remembrance: Jeffrey H. Schreier, John T. Schroeder, Susan Lee Schuler)
  736. WEA Spanish and multipolygon geo-targeting improvements. (In remembrance: Edward W. Schunk, Mark Evan Schurmeier, John Burkhart Schwartz)
  737. Public warning originator authentication (to fight fake alerts). (In remembrance: Mark Schwartz, Adriane Victoria Scibetta, Raphael Scorca)
  738. Emergency alert false-alarm reduction after system mishaps. (In remembrance: Janice M. Scott, Randolph Scott, Christopher Jay Scudder)
  739. Opt-out transparency for marketing vs. true emergency alerts. (In remembrance: Arthur Warren Scullin, Michael H. Seaman, Margaret M. Seeliger)
  740. Siren-app hybrids for outdoor workers. (In remembrance: Anthony Segarra, Carlos Segarra, Jason M. Sekzer)
  741. Industrial plant emergency notification integration with counties. (In remembrance: Matthew Carmen Sellitto, Michael L. Selves, Howard Selwyn)
  742. Campus outdoor warning and desktop alert systems. (In remembrance: Larry John Senko, Arturo Angelo Sereno, Frankie Serrano)
  743. Hotel TV interrupt emergency messaging. (In remembrance: Marian H. Serva, Alena Sesinova, Adele Christine Sessa)
  744. Airplane seatback and gate-display emergency messaging standards. (In remembrance: Sita Nermalla Sewnarine, Karen Lynn Seymour, Davis Grier Sezna, Jr.)
  745. Cruise ship mustering e-accountability systems. (In remembrance: Thomas Joseph Sgroi, Jayesh Shantilal Shah, Khalid M. Shahid)
  746. Lifeboat assignment digital accountability. (In remembrance: Mohammed Shajahan, Gary Shamay, Earl Richard Shanahan)
  747. Man-overboard detection systems. (In remembrance: Dan F. Shanower, Neil G. Shastri, Kathryn Anne Shatzoff)
  748. Automatic identification for small craft in busy harbors. (In remembrance: Barbara A. Shaw, Jeffrey James Shaw, Robert John Shay, Jr.)
  749. Recreational boater safety apps with emergency beacons. (In remembrance: Daniel James Shea, Joseph Patrick Shea, Kathleen Shearer)
  750. Personal locator beacons (PLB) cost reductions and awareness. (In remembrance: Robert M. Shearer, Linda June Sheehan, Hagay Shefi)
  751. MEOSAR satellite upgrades improving distress beacon detection. (In remembrance: Antionette M. Sherman, John Anthony Sherry, Atsushi Shiratori)
  752. COSPAS-SARSAT modernization saving mariners and aviators. (In remembrance: Thomas Joseph Shubert, Mark Shulman, See Wong Shum)
  753. Mountain rescue smartphone pings and avalanche beacon tech. (In remembrance: Allan Abraham Shwartzstein, Clarin Shellie Siegel-Schwartz, Johanna Sigmund)
  754. National Park SAR GPS and radio improvements. (In remembrance: Dianne T. Signer, Gregory Sikorsky, Stephen Gerard Siller)
  755. Wildland firefighter tracking and crew location awareness. (In remembrance: David Silver, Craig A. Silverstein, Nasima H. Simjee)
  756. Fire shelter redesign research after entrapment lessons. (In remembrance: Bruce Edward Simmons, Diane M. Simmons, Donald D. Simmons)
  757. Protective fire clothing breathability vs. protection balance. (In remembrance: George W. Simmons, Arthur Simon, Kenneth Alan Simon)
  758. Heat stress monitors for responders in PPE. (In remembrance: Michael J. Simon, Paul Joseph Simon, Marianne Liquori Simone)
  759. Cooling vest systems for hazmat and bomb technicians. (In remembrance: Barry Simowitz, Jane Louise Simpkin, Jeff Lyal Simpson)
  760. Hydration and work-rest cycle apps for incident rehab. (In remembrance: Cheryle D. Sincock, Khamladai Khami Singh, Roshan Ramesh Singh)
  761. Incident rehab and medical monitoring standards (NFPA). (In remembrance: Thomas E. Sinton III, Peter A. Siracuse, Muriel F. Siskopoulos)
  762. Cancer presumptive legislation supporting firefighter health. (In remembrance: Joseph Michael Sisolak, John P. Skala, Francis Joseph Skidmore, Jr.)
  763. WTC Health Program expansions as model for occupational cohorts. (In remembrance: Toyena Corliss Skinner, Paul A. Skrzypek, Christopher Paul Slattery)
  764. Registry science for long-term disaster exposure. (In remembrance: Vincent Robert Slavin, Robert F. Sliwak, Paul Kenneth Sloan)
  765. Open data on hazards empowering community advocacy. (In remembrance: Stanley S. Smagala, Jr., Wendy L. Small, Gregg H. Smallwood)
  766. Community air monitoring after industrial and attack-related plumes. (In remembrance: Catherine T. Smith, Daniel Laurence Smith, Gary F. Smith)
  767. Low-cost sensor networks for neighborhood environmental health. (In remembrance: George Eric Smith, Heather Lee Smith, James Gregory Smith)
  768. Transparent after-action reports driving public trust. (In remembrance: Jeffrey R. Smith, Joyce Patricia Smith, Karl T. Smith, Sr.)
  769. Independent after-action authorities for major failures. (In remembrance: Kevin Joseph Smith, Leon Smith, Jr., Moira Ann Smith)
  770. Whistleblower-protected safety reporting in transit agencies. (In remembrance: Rosemary A. Smith, Bonnie Shihadeh Smithwick, Rochelle Monique Snell)
  771. Close-call transit reporting reducing accidents. (In remembrance: Christine Ann Snyder, Dianne Bullis Snyder, Leonard J. Snyder, Jr.)
  772. Positive safety culture programs in airlines (ASAP, FOQA). (In remembrance: Astrid Elizabeth Sohan, Sushil S. Solanki, Rubén Solares)
  773. Aviation Safety Action Program confidential reporting. (In remembrance: Naomi Leah Solomon, Daniel W. Song, Mari-Rae Sopper)
  774. Flight Operational Quality Assurance data for risk reduction. (In remembrance: Michael Charles Sorresse, Fabian Soto, Timothy Patrick Soulas)
  775. Unmanned traffic management safety cases. (In remembrance: Gregory Thomas Spagnoletti, Donald F. Spampinato, Jr., Thomas Sparacio)
  776. Urban air mobility security concepts. (In remembrance: John Anthony Spataro, Robert W. Spear, Jr., Robert Speisman)
  777. Vertiport security design guidance. (In remembrance: Maynard S. Spence, Jr., George Edward Spencer III, Robert Andrew Spencer)
  778. evtol geofencing and identity broadcast requirements. (In remembrance: Mary Rubina Sperando, Frank Spinelli, William E. Spitz)
  779. Critical infrastructure dependency analysis for cascading failures. (In remembrance: Joseph Patrick Spor, Jr., Klaus Johannes Sprockamp, Saranya Srinuan)
  780. Black-sky exercises for long-duration power outages. (In remembrance: Fitzroy St. Rose, Michael F. Stabile, Lawrence T. Stack)
  781. EMP and GMD (geomagnetic disturbance) hardening research. (In remembrance: Timothy M. Stackpole, Richard James Stadelberger, Eric Adam Stahlman)
  782. Grid-forming inverters supporting resilient microgrids. (In remembrance: Gregory Stajk, Alexandru Liviu Stan, Corina Stan)
  783. Hospital islanding capability for power independence. (In remembrance: Mary Domenica Stanley, Anthony Starita, Jeffrey Stark)
  784. Fuel cell backup pilots for cell towers. (In remembrance: Derek James Statkevicus, Patricia J. Statz, Craig William Staub)
  785. Hardened cellular sites on wheels for NSSEs. (In remembrance: William V. Steckman, Eric Thomas Steen, William R. Steiner)
  786. Public safety IoT standards reducing insecure device sprawl. (In remembrance: Alexander Robbins Steinman, Edna L. Stephens, Andrew Stergiopoulos)
  787. Medical device cybersecurity guidance (FDA). (In remembrance: Andrew J. Stern, Norma Lang Steuerle, Martha Jane Stevens)
  788. Infusion pump and imaging system segmentation in hospitals. (In remembrance: Michael James Stewart, Richard H. Stewart, Jr., Sanford M. Stoller)
  789. Legacy biomedical device isolation strategies. (In remembrance: Douglas Joel Stone, Lonny Jay Stone, Jimmy Nevill Storey)
  790. OR and ICU downtime procedures for cyber events. (In remembrance: Timothy Stout, Thomas Strada, James J. Straine, Jr.)
  791. Paper downtime kits revitalized for EHR outages. (In remembrance: Edward W. Straub, George J. Strauch, Jr., Edward Thomas Strauss)
  792. Cyber tabletop exercises for hospital executives. (In remembrance: Steven R. Strauss, Larry L. Strickland, Steven F. Strobert)
  793. Regional healthcare coalitions for cyber mutual aid. (In remembrance: Walwyn Wellington Stuart, Jr., Benjamin Suarez, David Scott Suarez)
  794. HHS HC3 threat intel for health sector. (In remembrance: Ramon Suarez, Dino Xavier Suarez Ramirez, Yoichi Sumiyama Sugiyama)
  795. 415/Health-ISAC membership growth. (In remembrance: William Christopher Sugra, Daniel Thomas Suhr, David Marc Sullins)
  796. Pipeline cyber-physical security after high-profile incidents. (In remembrance: Christopher P. Sullivan, Patrick Sullivan, Thomas G. Sullivan)
  797. Water sector cyber hygiene campaigns. (In remembrance: Hilario Soriano Sumaya, Jr., James Joseph Suozzo, Colleen M. Supinski)
  798. Agricultural GPS and precision-ag cyber awareness. (In remembrance: Robert Sutcliffe, Seline Sutter, Claudia Suzette Sutton)
  799. GPS spoofing detection for ports and aviation. (In remembrance: John Francis Swaine, Kristine M. Swearson, Brian David Sweeney)
  800. AIS and ADS-B anomaly detection research. (In remembrance: Brian Edward Sweeney, Madeline Amy Sweeney, Kenneth J. Swenson)
  801. Space domain awareness sharing for debris and threats. (In remembrance: Thomas F. Swift, Derek Ogilvie Sword, Kevin Thomas Szocik)
  802. Commercial SSA (space situational awareness) data for operators. (In remembrance: Gina Sztejnberg, Norbert P. Szurkowski, Harry Taback)
  803. Satellite jamming detection and reporting. (In remembrance: Joann C. Tabeek, Norma C. Taddei, Michael Taddonio)
  804. Resilient PNT complementary to GPS for first responders. (In remembrance: Keiichiro Takahashi, Keiji Takahashi, Phyllis Gail Talbot)
  805. eLoran and terrestrial timing backup pilots. (In remembrance: Robert R. Talhami, John Talignani, Sean Patrick Tallon)
  806. Fiber route diversity requirements for PSAPs. (In remembrance: Paul Talty, Maurita Tam, Rachel Tamares)
  807. NG911 ESINet diversely routed networks. (In remembrance: Hector Rogan Tamayo, Michael Andrew Tamuccio, Kenichiro Tanaka)
  808. PSAP backup facilities and mirrored call-taking. (In remembrance: Rhondelle Cherie Tankard, Michael Anthony Tanner, Dennis Gerard Taormina, Jr.)
  809. Cloud-native 911 call-taking with on-prem failback. (In remembrance: Kenneth Joseph Tarantino, Allan Tarasiewicz, Michael C. Tarrou)
  810. Remote telecommunicator surge staffing models. (In remembrance: Ronald Tartaro, Deborah Tavolarella, Darryl Anthony Taylor)
  811. 911 telecommunicator PTSD and wellness programs. (In remembrance: Donnie Brooks Taylor, Hilda E. Taylor, Kip P. Taylor)
  812. Quality assurance AI assisting (not replacing) call review. (In remembrance: Leonard E. Taylor, Lorisa Ceylon Taylor, Michael Morgan Taylor)
  813. Protocolized EMD (emergency medical dispatch) card updates. (In remembrance: Sandra C. Taylor, Sandra Dawn Teague, Karl W. Teepe)
  814. Pre-arrival instructions saving lives before EMS arrival. (In remembrance: Paul A. Tegtmeier, Yeshavant Moreshwar Tembe, Anthony Tempesta)
  815. Dispatcher-assisted CPR and AED location guidance. (In remembrance: Dorothy Pearl Temple, Stanley L. Temple, David Gustaf Peter Tengelin)
  816. Bleeding control pre-arrival instructions research. (In remembrance: Brian John Terrenzi, Lisa Marie Terry, Goumatie Thackurdeen)
  817. Active assailant pre-arrival instruction protocols. (In remembrance: Harshad Sham Thatte, Michael Theodoridis, Thomas F. Theurkauf, Jr.)
  818. Standardized plain-language radio replacing 10-codes (where adopted). (In remembrance: Lesley Anne Thomas, Brian Thomas Thompson, Clive Ian Thompson)
  819. ICS forms digitized for faster incident documentation. (In remembrance: Glenn Thompson, Nigel Bruce Thompson, Perry A. Thompson)
  820. Common operating picture layers: weather, traffic, cameras, units. (In remembrance: Vanavah Alexei Thompson, William H. Thompson, Eric Raymond Thorpe)
  821. Waze/connected-car data for emergency routing (privacy-aware). (In remembrance: Nichola Angela Thorpe, Tamara C. Thurman, Sal Edward Tieri, Jr.)
  822. Traffic signal preemption for fire apparatus. (In remembrance: John Patrick Tierney, Mary Ellen Tiesi, William Randolph Tieste)
  823. Emergency vehicle alerting systems to connected cars. (In remembrance: Kenneth Tietjen, Stephen Edward Tighe, Scott Charles Timmes)
  824. Smart corridor priority for EMS. (In remembrance: Michael E. Tinley, Jennifer M. Tino, Robert Frank Tipaldi)
  825. UAV traffic deconfliction near incident airspace. (In remembrance: John James Tipping II, David Tirado, Hector Luis Tirado, Jr.)
  826. Temporary Flight Restrictions automated notification to pilots. (In remembrance: Michelle Lee Titolo, Alicia Nicole Titus, John J. Tobin)
  827. LAANC for drone authorization near airports. (In remembrance: Richard J. Todisco, Otis V. Tolbert, Vladimir Tomasevic)
  828. Remote ID making drones accountable in sensitive airspace. (In remembrance: Stephen Kevin Tompsett, Thomas Tong, Doris Torres)
  829. Geo-awareness firmware restricting flight near prisons/airports. (In remembrance: Luis Eduardo Torres, Amy Elizabeth Toyen, Christopher Michael Traina)
  830. Public reporting apps for reckless drone operations. (In remembrance: Daniel Patrick Trant, Abdoul Karim Traore, Glenn J. Travers, Sr.)
  831. Stadium RF detection of unauthorized video downlinks. (In remembrance: Walter Philip Travers, Felicia Yvette Traylor-Bass, James Anthony Trentini)
  832. Secure wireless mics and comms for event security teams. (In remembrance: Mary Barbara Trentini, Lisa L. Trerotola, Karamo Baba Trerra)
  833. Credentialed media staging reducing chaos at scenes. (In remembrance: Michael Angel Trinidad, Francis Joseph Trombino, Gregory James Trost)
  834. Joint information system templates for PIOs. (In remembrance: Willie Q. Troy, William P. Tselepis, Jr., Zhanetta Valentinovna Tsoy)
  835. Multilingual press briefing practices. (In remembrance: Michael Patrick Tucker, Lance Richard Tumulty, Ching Ping Tung)
  836. Accessible press materials (ASL, captions) during emergencies. (In remembrance: Simon James Turner, Donald Joseph Tuzio, Robert T. Twomey)
  837. Rumor control officers embedded in JICs. (In remembrance: Jennifer Lynn Tzemis, John G. Ueltzhoeffer, Tyler Victor Ugolyn)
  838. Social listening dashboards for emergency PIOs. (In remembrance: Michael A. Uliano, Jonathan J. Uman, Anil Shivhari Umarkar)
  839. Verified government WhatsApp/Telegram channels in some cities. (In remembrance: Allen V. Upton, Diane Marie Urban, John Damien Vaccacio)
  840. SMS short codes for local emergency information. (In remembrance: Bradley Hodges Vadas, William Valcarcel, Felix Antonio Vale)
  841. Parking lot and curb management reducing VBIED residual risk. (In remembrance: Ivan Vale, Benito Valentin, Santos Valentin, Jr.)
  842. Pop-up vehicle barrier deployment training for police. (In remembrance: Carlton Francis Valvo II, Pendyala Vamsikrishna, Erica H. Van Acker)
  843. Hostile Vehicle Mitigation guidance from CISA/NCTC. (In remembrance: Kenneth W. Van Auken, R. Bruce Van Hine, Daniel M. Van Laere)
  844. Market and festival perimeter security kits. (In remembrance: Edward Raymond Vanacore, Jon Charles Vandevander, Frederick T. Varacchi)
  845. Holiday soft-target surge staffing playbooks. (In remembrance: Gopalakrishnan Varadhan, David Vargas, Scott C. Vasel)
  846. House of worship usher security training. (In remembrance: Azael Ismael Vasquez, Ronald J. Vauk, Arcangel Vazquez)
  847. Greeter roles trained to spot surveillance and hostile recon. (In remembrance: Santos Vazquez, Peter Vega, Sankara Sastry Velamuri)
  848. See Something training for parking attendants and janitors. (In remembrance: Jorge Velazquez, Lawrence G. Veling, Anthony Mark Ventura)
  849. Hospitality security: guest room and loading dock controls. (In remembrance: David Vera, Loretta Ann Vero, Christopher James Vialonga)
  850. Key control and electronic lock audit trails in hotels. (In remembrance: Matthew Gilbert Vianna, Robert Anthony Vicario, Celeste Torres Victoria)
  851. Panic buttons for hotel staff and hospital workers. (In remembrance: Joanna Vidal, John T. Vigiano II, Joseph Vincent Vigiano)
  852. Duress codes in schools and clinics. (In remembrance: Frank J. Vignola, Jr., Joseph Barry Vilardo, Claribel Villalobos Hernandez)
  853. Silent alarm apps for staff under threat. (In remembrance: Sergio Gabriel Villanueva, Chantal Vincelli, Melissa Renée Vincent)
  854. Classroom door locks operable from inside without hallway exposure. (In remembrance: Francine Ann Virgilio, Lawrence Virgilio, Joseph Gerard Visciano)
  855. Window privacy and ballistic film debates informing local policy. (In remembrance: Joshua S. Vitale, Maria Percoco Vola, Lynette D. Vosges)
  856. Anonymous reporting apps for students (with follow-up capacity). (In remembrance: Garo H. Voskerijian, Alfred Anton Vukosa, Gregory Kamal Bruno Wachtler)
  857. Behavioral threat assessment software assisting multidisciplinary teams. (In remembrance: Karen J. Wagner, Mary Alice Wahlstrom, Honor Elizabeth Wainio)
  858. Safer storage campaigns reducing firearm access in crises. (In remembrance: Gabriela Silvina Waisman, Wendy Alice Rosario Wakeford, Courtney Wainsworth Walcott)
  859. Extreme risk protection order implementation support tools. (In remembrance: Victor Wald, Kenneth E. Waldie, Benjamin James Walker)
  860. Child-access prevention education. (In remembrance: Glen Wall, Mitchel Scott Wallace, Peter Guyder Wallace)
  861. Suicide prevention lethal-means counseling for families. (In remembrance: Robert Francis Wallace, Roy Michael Wallace, Jeanmarie Wallendorf)
  862. Crisis Text Line partnerships with local 911. (In remembrance: Matthew Blake Wallens, Meta L. Waller, John Wallice, Jr.)
  863. 988–911 interoperability so crises reach the right help. (In remembrance: Barbara P. Walsh, Jim Walsh, Jeffrey P. Walz)
  864. Co-response vans pairing clinicians with officers. (In remembrance: Ching Wang, Weibin Wang, Michael Warchola)
  865. Mobile crisis units reducing unnecessary force encounters. (In remembrance: Stephen Gordon Ward, Timothy Ray Ward, James A. Waring)
  866. Crisis stabilization centers as ER alternatives. (In remembrance: Brian G. Warner, Derrick Christopher Washington, Charles Waters)
  867. Peer respite and trauma recovery centers. (In remembrance: James Thomas Waters, Jr., Patrick J. Waters, Kenneth Thomas Watson)
  868. Community resilience hubs with power, cooling, and information. (In remembrance: Michael Henry Waye, Todd Christopher Weaver, Walter Edward Weaver)
  869. Neighborhood emergency teams (NET/CERT) volunteer training. (In remembrance: Nathaniel Webb, Dinah Webster, William Michael Weems)
  870. Community Emergency Response Team curriculum updates. (In remembrance: Joanne Flora Weil, Michael T. Weinberg, Steven Weinberg)
  871. Map Your Neighborhood and similar hyperlocal preparedness. (In remembrance: Scott Jeffrey Weingard, Steven George Weinstein, Simon Weiser)
  872. Multifamily building floor warden programs. (In remembrance: David M. Weiss, David Thomas Weiss, Chin Sun Pak Wells)
  873. High-rise residential evacuation training for residents. (In remembrance: Vincent Michael Wells, Deborah Jacobs Welsh, Timothy Matthew Welty)
  874. Refuge area signage and disability evacuation planning. (In remembrance: Christian Hans Rudolf Wemmers, Ssu-Hui Wen, John Joseph Wenckus)
  875. Evacuation elevator use research for people with disabilities. (In remembrance: Oleh D. Wengerchuk, Peter M. West, Whitfield West, Jr.)
  876. Stair descent devices cached in high-rises. (In remembrance: Meredith Lynn Whalen, Eugene Michael Whelan, Adam S. White)
  877. Photoluminescent exit path markings in stairwells. (In remembrance: Edward James White III, James Patrick White, John Sylvester White)
  878. Talking signs and wayfinding for smoke and power loss. (In remembrance: Kenneth Wilburn White, Jr., Leonard Anthony White, Malissa Y. White)
  879. Battery-backed exit lighting standards enforcement. (In remembrance: Maudlyn A. White, Sandra L. White, Wayne White)
  880. Generator transfer switch testing regimes. (In remembrance: Leanne Marie Whiteside, Mark P. Whitford, Leslie A. Whittington)
  881. Fuel polishing and testing for emergency generators. (In remembrance: Michael T. Wholey, Mary Lenz Wieman, Jeffrey David Wiener)
  882. Load shed priorities protecting life safety circuits. (In remembrance: William J. Wik, Alison Marie Wildman, Glenn E. Wilkinson)
  883. Fire pump redundancy and pressure monitoring. (In remembrance: Ernest M. Willcher, John Charles Willett, Brian Patrick Williams)
  884. Sprinkler reliability and impairment management programs. (In remembrance: Candace Lee Williams, Crossley Richard Williams, Jr., David J. Williams)
  885. In-rack sprinkler and ESFR systems for warehouses. (In remembrance: David Lucian Williams, Debbie L. Williams, Dwayne Williams)
  886. Lithium battery storage occupancy separations in codes. (In remembrance: Kevin Michael Williams, Louie Anthony Williams, Louis Calvin Williams III)
  887. Hazardous material inventory digital reporting to fire departments. (In remembrance: John P. Williamson, Donna Ann Wilson, William Eben Wilson)
  888. Pre-incident planning software for fire companies. (In remembrance: David Harold Winton, Glenn J. Winuk, Thomas Francis Wise)
  889. Building information modeling (BIM) shared with first responders. (In remembrance: Alan L. Wisniewski, Frank Paul Wisniewski, David Wiswall)
  890. Knox-Box and secure key access modernization. (In remembrance: Sigrid Charlotte Wiswe, Michael R. Wittenstein, Christopher W. Wodenshek)
  891. Emergency elevator keys and firefighter service standardization. (In remembrance: Martin Phillips Wohlforth, Katherine Susan Wolf, Jennifer Yen Wong)
  892. Stairwell re-entry and unlock policies post-investigation lessons. (In remembrance: Siucheung Steve Wong, Yin Ping Wong, Yuk Ping Wong)
  893. Fire service access elevators in tall building codes. (In remembrance: Brent James Woodall, James John Woods, Marvin Roger Woods)
  894. Occupant evacuation elevators research and limited adoption. (In remembrance: Patrick J. Woods, Richard Herron Woodwell, David Terence Wooley)
  895. Voice evacuation systems with intelligible speech standards. (In remembrance: John Bentley Works, Martin Michael Wortley, Rodney James Wotton)
  896. Mass notification systems (MNS) in campuses and bases. (In remembrance: William Wren, Ret., John W. Wright, Jr., Neil Robin Wright)
  897. Giant voice outdoor speaker networks on military installations. (In remembrance: Sandra Lee Wright, Jupiter Yambem, John D. Yamnicky, Sr.)
  898. Installation entry control with vehicle barriers and ID systems. (In remembrance: Suresh Yanamadala, Vicki Yancey, Shuyin Yang)
  899. Base active shooter exercise programs (Eagle Eval-type). (In remembrance: Matthew David Yarnell, Myrna Yaskulka, Shakila Yasmin)
  900. Armory and weapons storage intrusion alarms. (In remembrance: Olabisi Shadie Layeni Yee, Kevin W. Yokum, Edward P. York)
  901. Recruit training on insider threat and espionage awareness. (In remembrance: Kevin Patrick York, Raymond R. York, Suzanne Martha Youmans)
  902. OPSEC training for military families on social media. (In remembrance: Barrington Leroy Young, Jr., Donald McArthur Young, Edmond G. Young, Jr.)
  903. Geotagging awareness to protect troop movements. (In remembrance: Jacqueline Young, Lisa L. Young, Elkin Yuen)
  904. Commercial imagery analysis for open-source defense intelligence. (In remembrance: Joseph C. Zaccoli, Adel Agayby Zakhary, Arkady Zaltsman)
  905. SAR satellite tasking for disaster and maritime distress. (In remembrance: Edwin J. Zambrana, Jr., Robert Alan Zampieri, Mark Zangrilli)
  906. Nighttime lights analysis for blackout and conflict monitoring. (In remembrance: Christopher R. Zarba, Jr., Ira Zaslow, Kenneth Albert Zelman)
  907. Crowdsourced damage mapping (HOT OSM) after disasters. (In remembrance: Abraham J. Zelmanowitz, Martin Morales Zempoaltecatl, Zhe Zeng)
  908. UAV orthomosaic maps for incident commanders within hours. (In remembrance: Marc Scott Zeplin, Jie Yao Justin Zhao, Yuguang Zheng)
  909. Digital elevation models for flood and plume planning. (In remembrance: Ivelin Ziminski, Michael Joseph Zinzi, Charles Alan Zion)
  910. Hydrologic sensors feeding real-time flood inundation maps. (In remembrance: Julie Lynne Zipper, Salvatore J. Zisa, Prokopios Paul Zois)
  911. Community flood gauges with public dashboards. (In remembrance: Joseph J. Zuccala, Andrew Steven Zucker, Igor Zukelman)

What Remains for the Next Twenty-Five Years?

Remembrance without action becomes ritual alone. Action without remembrance becomes machinery. The work ahead is both: keep saying the names, and keep designing protection that still feels human — security that does not require abandoning dignity, pluralism, or hope.

To every family still carrying September 11: you are not alone in the quiet. To every responder still answering the call: your courage is a living memorial. To the next generation: inherit the story as responsibility, not only as history.

We remember. We protect. We choose one another — again.

Further remembrance: National September 11 Memorial & Museum · Memorial Guide — find a name

Frequently Asked Questions

How many people died in the September 11 attacks?

Nearly 3,000 people were killed in the September 11, 2001 attacks at the World Trade Center, the Pentagon, and aboard Flights 11, 77, 93, and 175. Official memorial listings are maintained by the National September 11 Memorial & Museum.

What public safety innovations followed 9/11?

Major advances included new aviation screening and cockpit security, the Department of Homeland Security and fusion centers, interoperable responder communications, Next Generation 911 and wireless alerts, critical infrastructure and cybersecurity programs, trauma and hemorrhage-control practices such as Stop the Bleed, and stronger building and evacuation standards informed by the WTC investigations.

How should we commemorate the 25th anniversary of 9/11?

Commemorate with empathy for families and survivors, public remembrance of names, support for responders’ health and grief needs, civic service, and renewed commitment to safety practices that protect life without abandoning human dignity.

Where can I find a loved one’s name on the 9/11 Memorial?

Use the National September 11 Memorial & Museum Memorial Guide at names.911memorial.org to search by name and locate the panel on the Memorial.

Why pair innovations with victims’ names?

The pairing is a dedication, not a transaction: it keeps human lives at the center while acknowledging that many people responded to loss by building better ways to protect others. Progress does not replace grief; it can honor it.

Image Credits: Pexels

Content Authenticity Statement: The topic area, key elements to focus on, etc. were decisions made by Braden Kelley, with a little help from Claude to clean up the article.

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Merging Two Customer Experiences After M&A

Where to Start

Merging Two Customer Experiences After M&A

by Braden Kelley and Art Inteligencia

Every M&A announcement talks about synergies, market position, and combined capabilities. Almost none of them talk about the fact that, on day one, you now have two customer bases who each learned to expect something different from the companies they chose — and neither of them signed up for the other company’s version of the relationship.

The assumption that quietly sinks post-merger CX

The default assumption in most integrations is that the better-resourced or larger company’s experience simply becomes the standard, and the other customer base adjusts. I’ve watched this assumption cost companies real customers, because it skips a step that matters enormously: nobody has actually compared the two experiences at the touchpoint level to know which one is genuinely better, versus just louder or more familiar to the leadership team making the call.

Two journeys, two sets of expectations, one deadline

Integration timelines are usually set by finance and legal milestones — closing conditions, systems cutover dates, reporting deadlines — not by how long it actually takes to understand two customer journeys well enough to merge them intelligently. That mismatch is where the damage happens. Support processes get unified before anyone’s mapped where they genuinely differ. Pricing and billing experiences get standardized before anyone’s identified which parts of each were actually working. By the time customer complaints start flagging the problems, the systems decisions are already locked in, and unwinding them costs far more than getting it right the first time would have.

Start by mapping both journeys independently, before merging anything

The instinct in an integration is to move fast toward one unified experience, because ambiguity feels risky to the deal’s momentum. I’d argue the opposite is true here: the riskiest move is unifying before you understand what you’re unifying. Mapping both customer journeys independently — validated personas, current-state touchpoints, the data each company has been collecting, and, critically, walking both journeys firsthand rather than trusting either side’s internal narrative about how good their own experience is — gives you an honest picture before any integration decision gets made instead of after.

Whose employees explain the friction matters as much as whose customers report it

In an acquisition especially, frontline employees from the acquired company often sit on institutional knowledge about their customers’ real pain points and workarounds that never made it into any deck during diligence. They also, often, feel like their side of the business is being absorbed rather than genuinely evaluated — which makes them less likely to volunteer that knowledge unless someone specifically goes looking for it. An audit that treats both organizations’ frontline teams as equally credible sources, rather than defaulting to whichever side is running the integration, tends to surface friction neither leadership team knew existed.

Benchmark both experiences against the market, not against each other

The other trap is treating this purely as an internal comparison — which company’s process wins. The more useful question is how each one stacks up against what customers in the combined market now expect, especially if the merger changes your competitive position or brings you into contact with a new set of competitors either customer base is now implicitly being compared against.

What this actually buys you

Getting this right doesn’t just avoid a bad integration story — it turns the merger into a genuine opportunity to build a better combined experience than either company had running independently, using the best of what each side was actually doing well. That’s a very different outcome than the default of one side’s process quietly winning by default and both customer bases losing something in the process.

If you’re heading into an integration and want an independent, evidence-based read on both customer experiences before any systems or process decisions get locked in, a Customer Experience Audit scoped to both organizations is exactly the kind of diagnostic this moment calls for. And if you want a rough sense of what experience misalignment could cost during an integration before you scope that engagement, the CX ROI Calculator is a fast place to start.

Customer Experience Audit Checklist

Download the Customer Experience Audit Checklist as a PDF

Image Credits: Pexels

Content Authenticity Statement: The topic area, key elements to focus on, etc. were decisions made by Braden Kelley, with a little help from Claude to clean up the article.

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Dead Actors Society

How AI Synthetic Likenesses, Estate Licensing, and the Experience Economy Are Disrupting the Talent Ecosystem

Dead Actors Society

GUEST POST from Art Inteligencia


I. Executive Summary & Thesis

The Paradigm Shift: Generative AI and real-time neural rendering are fundamentally decoupling an actor’s craft and visual identity from their physical body, availability, and natural lifespan. Cinema is transitioning from a discipline constrained by human logistics to an unconstrained digital canvas.

The Core Thesis: In the emerging era of AI-generated full-length feature films, the estates of deceased cultural icons—unencumbered by living human limitations, scheduling conflicts, or creative resistance—are uniquely positioned to lead the charge in licensing synthetic likenesses for entirely new cinematic roles.

The Macro Impact: This transition extends far beyond Hollywood production budgets. It represents a fundamental restructuring of the creative talent ecosystem:

  • Talent Ecosystem Disruption: Living performers will no longer compete solely against current peers, but against a century of cinematic legends performing at their peak aesthetic and charismatic influence.
  • Strategic Career Pressures: Mid-tier and emerging actors face extreme wage deflation as synthetic legacy assets provide predictable, risk-mitigated alternatives for studios.
  • Likeness Securitization: A high-yield financial marketplace—directly mirroring the multi-billion-dollar music catalog acquisition booms—will emerge to monetize, package, and trade post-mortem digital likeness rights as long-term yield assets.

II. Introduction: The Arrival of the Synthetic Cinema Era

The Friction of Change: For decades, visual effects relied on heavy post-production labor to achieve incremental milestones—de-aging an aging star for a brief flashback or rendering a digital double for high-risk stunt work. Today, generative neural rendering and real-time motion synthesis have crossed a critical threshold. We are shifting rapidly from post-production touch-ups to full-synthesis cinematic creation, where generative models can power entire lead performances across full-length feature films with hyper-realistic emotional fidelity.

The “Dead Actors Society” Phenomenon: As production costs drop and synthetic rendering capability matures, a new content category is taking shape: the deliberate, high-budget revival of iconic performers in entirely original narratives. This is not about re-editing archival footage or stitching together outtakes. This is the era of the Dead Actors Society—a dynamic marketplace where legendary figures from film history return to headline original screenplays, cross-genre experiments, and modern franchises decades after their passing.

The Human-Centered Lens: From an experience design perspective, human beings do not connect merely to high-resolution pixels; we connect to narrative resonance, archetypal familiarity, and shared cultural memory. In an increasingly fragmented media landscape, iconic stars carry immediate emotional context and built-in trust. For studios navigating rising development risks, leveraging synthetic legacy talent offers a powerful mechanism to derisk major film slates while tapping directly into deeply ingrained audience nostalgia.

III. Why Estates Will Lead the Licensing Charge

Incentive Alignment (Frictionless Talent): Unlike living performers who manage complex personal brands, physical constraints, and evolving artistic ambitions, estate management operates primarily as an intellectual property enterprise. For estate trustees, licensing a digital likeness eliminates traditional production friction: there are no onset delays, travel requirements, physical exhaustion, or behavioral liabilities. The actor becomes a predictable, high-performing digital asset capable of infinite deployment.

Algorithmic Consistency & Archetypal Clarity: Iconic stars of cinema’s Golden Age—such as Humphrey Bogart, Marilyn Monroe, or James Dean—possess clearly defined, universally understood cultural archetypes. Because their screen legacies are static, generative models can synthesize their specific charismatic signatures, vocal cadence, and emotional range with remarkable precision. Studios gain access to instant brand recognition and established storytelling shorthand that requires zero audience warm-up.

Economic Incentive for Heirs: For heirs and asset managers, passive ownership of legacy rights often faces diminishing returns over time as catalog titles recede from active streaming discovery. Transitioning static IP into active, synthetic licensing models transforms dormant archives into dynamic, high-margin revenue streams. Through royalty-per-frame or box-office participation models, estates can capture continuous commercial value across future generations of media.

IV. The Squeeze on Living Talent: Pressures and Disruption

The “Infinite Competition” Problem: Throughout cinema history, living actors competed primarily against their contemporary peers for coveted roles. In the synthetic cinema era, that competitive arena expands infinitely backward across time. Emerging and established talent will find themselves auditioning not just against current box-office leads, but against a century of screen legends preserved at their peak aesthetic, physical, and charismatic influence—available to perform on demand without fatigue or scheduling conflicts.

Bifurcation of the Acting Profession: The economic pressures of synthetic competition will restructure the performer labor market into two distinct tiers:

  • The Ultra-Elite Tier: A small upper crust of living megastars whose commercial value relies on genuine human presence, active cultural commentary, live press tours, and authentic real-world fan connections.
  • The Squeezed Middle and Entry Level: Character actors, supporting talent, and working professionals who face severe wage compression and diminishing opportunities as studios opt for cost-effective, risk-mitigated synthetic legacy models for mid-tier roles.

The Experience Value Proposition: As synthetic performances achieve technical parity with human delivery, experience design forces a critical question for creators and audiences alike: What is the intrinsic value of human vulnerability in art? While mass-market entertainment may readily accept polished synthetic performances, a premium live-action market may emerge, marketing the deliberate imperfection, unpredictability, and lived experience of authentic human performers.

V. The Financialization of Likeness: Wall Street Meets Hollywood Catalog Sales

The Music Industry Blueprint: Over the past decade, financial institutions and private equity firms created a multi-billion-dollar asset class by purchasing the publishing rights and master recordings of legendary musicians—from Bob Dylan to Bruce Springsteen. The core thesis was simple: predictable, long-term cash flows from enduring cultural IP. Synthetic cinema opens the exact same financial playbook for screen performance, transforming an actor’s visual and vocal identity into an yield-bearing financial asset.

Likeness Securitization & Valuation Models: As generative models require clean, high-density training data, an actor’s digital archive becomes quantifiable. Wall Street valuation models will price an actor’s “Synthetic Future Cash Flow” based on three core variables:

  • Training Data Quality: The depth, resolution, and emotional range captured in their historic filmography.
  • Archetypal Demand: How universally their persona maps to high-converting narrative genres.
  • Cross-Generational Longevity: The projected retention of their cultural relevance across global markets.

Pre-Mortem Rights Offloading & Likeness Royalties: Living actors will not wait for death to monetize their synthetic value. We will see performers offload their post-mortem rights—or even license mid-career synthetic clones—early in life to private equity funds for immediate lump-sum liquidity. This will give rise to complex likeness royalty structures, fractionalized ownership of synthetic talent libraries, and secondary derivative markets trading on the future performance of digital personas.

VI. Strategic Foresight: Governance, Ethics, and Experience Design Challenges

Human-Centered Change Management for Hollywood: Navigating the synthetic era requires robust governance frameworks that balance creative freedom with ethical stewardship. Labor unions like SAG-AFTRA, estate trustees, and legislative bodies will be forced to continually redefine right-of-publicity laws, digital consent boundaries, and posthumous labor rights to prevent non-consensual exploitation while enabling legitimate commercial innovation.

Audience Fatigue & Experiential Saturation: From an experience design perspective, over-relying on familiar digital ghosts carries significant narrative risk. When iconic faces become ubiquitous across cheap spin-offs, interactive media, and localized ad campaigns, “nostalgia overload” sets in. This erosion of scarcity dilutes the actor’s original cinematic legacy and risks numbing audience emotional engagement through synthetic repetition.

Authenticity vs. Convenience: As synthetic content generation accelerates, experience designers and filmmakers must intentionally craft the boundary between efficiency and artistry. The challenge will not be technical feasibility, but human resonance—ensuring that synthetic revival serves a genuine artistic purpose rather than functioning merely as a frictionless, algorithmically optimized cash grab.

VII. Conclusion: Framing the Future of Talent

Summary of the New Landscape: The arrival of synthetic feature films does not spell the end of human performance, but it marks the definitive end of its monopoly. Cinema is entering a hybrid era where living performers, purely synthetic AI-generated entities, and licensed digital revivals of historic legends co-exist within the same creative ecosystem. Success in this environment will require a fundamental shift in how studios, managers, and audiences conceptualize talent, IP, and performance art.

Call to Action for Leaders and Creators: As leaders in media, technology, and human-centered innovation, our responsibility is to guide this transition with intentionality. We must build business models and governance frameworks that honor human legacy without stifling artistic evolution. By prioritizing authenticity, ethical consent, and meaningful experience design over mere algorithmic convenience, we can ensure that synthetic cinema expands the horizons of human storytelling rather than cheapening it.

Frequently Asked Questions

Why are the estates of dead actors more likely to license AI likenesses than living actors?

Estates operate primarily as intellectual property enterprises focused on asset maximization without the physical, emotional, or ego-driven constraints of living performers. Unlike living actors, deceased legends face zero physical friction—there are no set scheduling limits, press junket obligations, physical aging, or behavioral liabilities, making them predictable, high-performing digital assets for studios seeking to derisk major film investments.

How will the rise of synthetic legacy actors impact living performers?

Living actors will no longer compete solely against current peers, but against a century of film history preserved at peak aesthetic and charismatic performance. This will likely bifurcate the talent market: an ultra-elite tier of living megastars whose value lies in authentic human presence and live connection, and a severely squeezed middle tier of character and entry-level actors facing wage compression as studios adopt cost-effective, risk-mitigated synthetic models.

Will AI actor likenesses generate a financial market similar to music catalog sales?

Yes. Just as financial institutions transformed musician song catalogs into multi-billion-dollar yield-bearing assets, Wall Street will monetize actor likenesses based on training data quality, archetypal demand, and historic box office impact. Living actors and estates will offload post-mortem rights to private equity funds for immediate liquidity, creating a robust secondary market for likeness royalties and fractionalized talent libraries.


Image Credits: Gemini

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Why Collective Intelligence is the New Scarce Resource in an Age of Abundant AI

The Coordination Dividend – An AI Soft Landing Scenario

Why Collective Intelligence is the New Scarce Resource in an Age of Abundant AI

by Braden Kelley and Art Inteligencia


Throughout history, every major technological revolution has fundamentally altered the landscape of scarcity. The Industrial Revolution transitioned physical labor from a precious commodity into an abundant input; the Information Age did the same for data; and the Internet democratized communication, rendering the friction of distance nearly obsolete. Today, we are witnessing the latest iteration of this pattern: Artificial Intelligence is rapidly making individual intelligence, once our most guarded and limited asset, an abundant utility.

But if intelligence is becoming commoditized, what becomes scarce next? Many leaders are still trapped in a race to build “smarter” systems, yet the evidence suggests that smarter algorithms alone will not generate the competitive advantage we seek. The real bottleneck for progress in the coming decade is no longer how smart we are, but how effectively we coordinate our human and AI systems toward shared goals.

I call this the Coordination Dividend. It is the measurable surplus value created when diverse groups of humans and autonomous agents align seamlessly, communicate with minimal friction, and operate within shared mental models. As we navigate the AI transition, the winners will not be those with the most powerful models, but those who design the best operating systems for collective intelligence. Innovation, leadership, and organizational design are no longer just about optimizing technology, they are about perfecting the human-centered architecture of our future collaboration.

Section 1: Why Intelligence Is No Longer the Bottleneck

For years, we have been conditioned to believe that the primary lever for organizational success is the acquisition and application of specialized intelligence. We hired for it, we optimized our internal processes around it, and we built our competitive moats upon it. However, we are now entering an era where expert-level reasoning, sophisticated code generation, and nuanced creative synthesis are becoming commoditized utilities, accessible to anyone with an internet connection and a subscription.

The danger in the current market environment is the pursuit of the “Solo Genius” myth — the belief that an individual, super-powered by an AI agent, will be the primary driver of value. While AI augmentation significantly boosts individual output, it does not inherently solve the challenges of friction, misalignment, or slow execution that plague most organizations. In a world where intelligence is abundant, the strategic advantage shifts from the individual to the system.

This creates a critical pivot point for leaders:

  • Moving Beyond Capability: We must stop asking “How can AI make our people smarter?” and start asking “How can we orchestrate our people and AI together to move faster?”
  • The End of the Intelligence Moat: If your organizational strategy relies solely on being the smartest player in the room, your edge will evaporate as those capabilities are integrated into foundation models.
  • The Shift to Agility: The true test of an organization is now its ability to reconfigure itself in real-time. We must transition our focus from maximizing raw intelligence to maximizing organizational agility — the capacity to pivot, integrate new tools, and align collective energy without the usual administrative drag.

When intelligence is everywhere, the most successful entities will be those that master the flow of information and intent between human operators and synthetic agents. The future belongs to those who recognize that the intelligence itself is merely the raw material; the finished product is the coordinated outcome.

The Scarcity Shift Matrix

Section 2: Anatomy of the Coordination Dividend

To capture the Coordination Dividend, we must move past the idea that AI is a tool we “use” and begin to see it as a partner we “integrate” into our operational fabric. Coordination is no longer just about human-to-human interaction; it is about establishing a high-fidelity interface between human intent and synthetic execution.

The architecture of this dividend rests on three foundational pillars:

  • Shared Mental Models: In a hybrid workforce, humans and AIs must operate from the same baseline of context. This requires a shift in how we document strategy, culture, and operational constraints. If the AI doesn’t understand the “why” behind the “what,” it will optimize for the wrong outcome. Building a shared mental model is about encoding human values and strategic intent into the persistent memory of our systems.
  • Adaptive Governance: Traditional, top-down hierarchies act as friction points that prevent the rapid exchange of information necessary for coordination. We need to transition toward fluid, purpose-driven collaboration where decision rights are clear but execution is decentralized. Governance in this new era means setting the boundaries and the goals, then empowering human-AI teams to navigate the space in between autonomously.
  • Low-Latency Feedback Loops: The speed of business is accelerating. The organizations that win will be those that have engineered out the “wait states” in their decision-making processes. By creating real-time feedback loops — where performance data is instantly processed by AI to inform the next human action — we turn planning into a continuous, iterative flow rather than a static, periodic event.

Ultimately, these pillars define the difference between an organization that is merely “using AI” and one that is “AI-coordinated.” The former will continue to struggle with siloes and misalignment, while the latter will discover the efficiency gains that come from true systemic harmony.

The Anatomy of Human-AI Orchestration

Section 3: Impact Across the Ecosystem

The Coordination Dividend is not merely an internal efficiency metric for corporate operations; it is a fundamental restructuring of how value is created across every layer of modern society. When we solve the coordination problem between human intent and synthetic intelligence, the ripple effects transform everything from enterprise strategy to civic infrastructure.

Consider how this dividend manifests across key dimensions of our economic and societal ecosystem:

  • Innovation & Product Design: The traditional innovation pipeline is notoriously clogged by friction — the delay between ideation, prototyping, testing, and scaling. In an AI-coordinated environment, teams can run hundreds of parallel experiments simultaneously. The bottleneck is no longer generating or executing ideas, but curating the highest-impact concepts and aligning multidisciplinary teams around rapid deployment.
  • Organizational Design & Culture: Traditional departmental silos are the ultimate tax on coordination. The Coordination Dividend dismantles rigid organizational charts in favor of dynamic, cross-functional “pod” structures where human domain experts, experience designers, and specialized AI agents form transient units around specific outcomes, dissolving once the goal is reached.
  • Leadership & Change Management: The role of the leader fundamentally pivots from “commander of resources” to “architect of coordination.” Tomorrow’s leaders will win not by issuing directives, but by designing the collaborative systems, guardrails, and psychological safety needed for humans and AI agents to co-create without friction or paralysis.
  • Civic Infrastructure & Public Systems: At a societal scale, the inability to coordinate remains our greatest challenge — evident in healthcare delivery, urban planning, and educational equity. When local governments and institutions leverage low-latency, AI-augmented coordination, we can optimize complex public networks (from smart traffic management to personalized learning pathways) in real time while maintaining a deeply human-centered ethos.

Across every sector, the lesson remains constant: technology supplies the velocity, but coordination supplies the vector. Without systemic alignment, speed simply leads to faster friction.

The Coordination Dividend: Ecosystem Impact

Section 4: Measuring the Dividend

If coordination is the core source of competitive advantage in an AI-abundant era, we must develop new frameworks to measure it. Traditional productivity metrics — focused on output volume, lines of code, or hours logged — are entirely obsolete when generative systems can flood an organization with synthetic artifacts in seconds. Measuring volume only incentivizes noise; we must instead measure alignment and velocity.

To quantify the Coordination Dividend, forward-looking organizations will monitor key operational indicators:

  • Coordination Friction Index: Calculating the latent delay between intent and execution. How many handoffs, approval bottlenecks, or misaligned rework cycles occur between a strategic decision and its initial market feedback?
  • Context Parity: Assessing how accurately human teams and AI agents share operational context. High context parity eliminates hallucinated priorities and ensures autonomous workflows remain tightly bound to strategic goals.
  • Adaptive Velocity: Measuring an organization’s ability to reconfigure workflows, redeploy human talent, and integrate new AI models without triggering operational paralysis or cultural burnout.

Crucially, this dividend must be rooted in human-centricity. High-tech coordination without human-centered design risks creating hyper-efficient panopticons — systems that optimize for throughput at the expense of psychological safety, creativity, and trust. The ultimate metric of a successful coordination model is whether it frees humans to focus on judgment, empathy, and strategic intuition, or simply traps them in a high-speed hamster wheel of machine management.

Measuring the Coordination Dividend

Conclusion: The New Operating System for Civilization

As we navigate the ongoing shifts of the AI transition, it is easy to become captivated by the exponential performance curves of new models and raw processing capabilities. Yet, history reminds us that technology alone is never the destination — it is merely the catalyst. Just as steam power required the invention of the factory, and the Internet required the creation of networked platforms, artificial intelligence demands a radical overhaul of our collaborative architecture.

The Coordination Dividend represents the next frontier of organizational and societal evolution. In a world of abundant intelligence, value migrates to those who can master the art and science of synthesis — uniting human empathy, judgment, and creativity with machine scale, precision, and speed. The defining challenge of the next five years will not be building smarter algorithms, but designing better systems of human-AI orchestration.

For leaders, innovators, and experience designers, the directive is clear: stop obsessing solely over AI tools, and start designing for systemic alignment. By prioritizing low-latency feedback loops, shared mental models, and human-centered governance, we can ensure that artificial intelligence does not fragment our efforts, but elevates our collective capability. Intelligence provides the raw energy for our future, but coordination is the steering system that ensures we achieve a soft landing — and build a resilient, high-performing society on the other side.

Frequently Asked Questions

What is the “Coordination Dividend”?

The Coordination Dividend is the measurable surplus value created when groups of humans and AI systems align seamlessly, communicate with minimal friction, and operate toward shared goals. As AI makes raw intelligence abundant, competitive advantage shifts from individual smarts to collective coordination speed and efficiency.

Why does intelligence cease to be the primary bottleneck in the AI era?

Generative AI democratizes access to expert reasoning, code generation, and strategic synthesis. When expert-level capability becomes a low-cost utility available to everyone, having intelligent individuals or models is no longer a distinct moat; the true bottleneck becomes how effectively an organization can connect, align, and execute across human-machine teams.

How do organizations measure and capture the Coordination Dividend?

Rather than tracking traditional volume metrics (e.g., hours logged or lines written), organizations quantify coordination by measuring the Coordination Friction Index (delay between intent and execution), Context Parity (shared context between humans and AI), and Adaptive Velocity (speed of reconfiguring workflows without burnout).


EDITOR’S NOTE: This is a visualization of but one possible future. I will be publishing other possible futures as they crystallize in my mind (or as you suggest them for me to explore).

Image credits: Google Gemini

Content Authenticity Statement: The topic area, key elements to focus on, etc. were decisions made by Braden Kelley, with a little help from Google Gemini to clean up the article, add images and create infographics.

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Designing Synthetic Ecology Frameworks for a Self-Reporting Planet

The Living Pulse

Designing Synthetic Ecology Frameworks for a Self-Reporting Planet

GUEST POST from Art Inteligencia


Our current systems—whether they are agricultural supply chains, sprawling corporate real estate, or fragile urban grids—are fundamentally “silent” until the moment of failure. We have spent the last few decades obsessed with creating digital overlays to monitor our physical world, yet we remain constrained by a reliance on retrospective data, delayed maintenance cycles, and brittle digital hardware that eventually and inevitably degrades into e-waste.

We are reaching the limit of what silicon-based, disconnected monitoring can achieve in isolation. It is time for a paradigm shift: we must move from “dumb” matter to “living” intelligence.

The Shift to Living Intelligence

The core thesis of this framework is transformative: by engineering synthetic ecology into our environments, we shift the responsibility of “reporting” from the human operator or the IT dashboard to the environment itself. This is the ultimate evolution of experience design.

Imagine a world where the space, the asset, or the ecosystem informs you of its needs, its stress levels, and its structural health before you even think to ask. This isn’t about simply replacing technology; it is about making technology ubiquitous by making it biological. We are designing a future where our environments are not just passive containers for our work and lives, but active, communicative partners in our collective resilience.

At its core, the Synthetic Ecology Framework (SEF) reimagines how human systems interface with the natural world. Rather than layering synthetic digital hardware over natural landscapes or built environments, SEF embeds functional, real-time sensing capabilities directly into the biological code of living organisms. We are shifting from an internet of things to an ecosystem of living indicators.

Biological Signaling as Interface

For decades, human-centered design has treated the screen as the primary locus of information exchange. SEF breaks this paradigm by turning physical, biological organisms into ambient, dynamic dashboards. Through targeted genetic pathway modification, plants, fungi, and cellular colonies become visual signaling mechanisms:

  • Color Transitions: Chlorophyll pathways modified to shift pigmentation—changing foliage from green to vivid crimson—when exposed to specific airborne toxins, microplastics, or soil heavy metals.
  • Bioluminescence: Cellular organisms engineered to emit localized, low-frequency light in response to structural stress, micro-fractures, or seismic shifts in built environments.
  • Altered Growth Patterns: Plants programmed to change directional growth or leaf density when systemic environmental stressors, such as acute nitrogen depletion or hidden water contamination, are detected.

Mechanism vs. Context

The biological mechanism is only half of the equation; the strategic value of SEF lies entirely within its human and organizational context:

  • In Corporate Real Estate: Living walls infused with genomic biosensors move from mere aesthetic amenities to functional environmental safety monitors, continuously reporting indoor air quality and chemical exposure without requiring wired infrastructure.
  • In Agriculture: Crops designed with dynamic biological signaling allow farmers to read soil health at a glance, replacing high-cost hardware sensors with organic feedback loops across thousands of acres.

The Shift in Human-Centered Design

This is far more than an evolution in biotechnology—it is a fundamental shift in behavioral design. Traditional monitoring relies on active human intervention: checking an application, calibrating a physical sensor, or reading a spreadsheet. Synthetic ecology transforms monitoring into an intuitive, ambient awareness.

When our physical surroundings naturally signal their operational health, our relationship with space changes from reactive oversight to proactive stewardship. We stop managing systems through secondary data and start coexisting with environments that intuitively communicate their needs.

To view synthetic ecology solely as a replacement for hardware is to miss its most profound implication. The true revolution lies in applying systems thinking to bridge the artificial divide between nature, human technology, and organizational infrastructure. We are moving from isolated, point-solution devices toward interconnected, self-sustaining biological feedback loops that operate at a planetary scale.

Moving Beyond the “Device” Paradigm

Modern IoT (Internet of Things) deployments are fundamentally constrained by physics, supply chains, and maintenance lifecycle realities:

  • Scalability Limitations: Deploying millions of silicon sensors across vast ecosystems creates massive hardware procurement, battery replacement, and network bandwidth overhead.
  • E-Waste and Degradation: Hardware decays under environmental exposure, creating toxic electronic waste and requiring constant human intervention.
  • The Biological Advantage: Biological systems are self-replicating, self-repairing, and powered by ambient solar or chemical energy. An engineered seed line propagates its own sensing network naturally, transforming maintenance burdens into regenerative cycles.

The Living Supply Chain

In global supply chains, visibility often breaks down at the agricultural or biological baseline. Synthetic ecology creates a dynamic, self-reporting origin layer:

  • Macro-Environmental Feedback: Entire crop fields function as expansive diagnostic arrays. When soil pH shifts, nitrogen levels drop, or pathogens arrive, regional color variations become readable via standard satellite imagery or drone flyovers.
  • Predictive Supply Interventions: Instead of discovering crop failure weeks after harvest, supply chain leaders receive visual, pre-emptive signals in real time—allowing for agile sourcing re-allocations long before market shortages occur.

Corporate Real Estate as an Organism

When applied to urban architecture and commercial property, SEF redefines the concept of “smart buildings”:

  • Structural Stress Sensing: Bio-engineered bio-films or mosses applied to load-bearing concrete elements emit low-level fluorescence when structural micro-fractures generate stress chemicals, revealing hidden fatigue long before visible cracking occurs.
  • Ambient Air & Toxicity Guards: Interior botanical installations serve as non-invasive, live air filters and warning systems, signaling volatile organic compounds (VOCs) or mold spores directly to facilities teams and occupants without relying on digital sensors.

Market Frontiers: Pioneering Companies & Living Indicator Ventures

Synthetic ecology is moving rapidly from academic proof-of-concept into commercial deployments. A growing ecosystem of synthetic biology foundries, agtech startups, and material science innovators is building the foundational tools that allow living organisms to function as real-time biological sensors.

1. Plant-Based Diagnostic Networks

Leading agricultural biotech ventures are re-coding crop genetics to turn fields into optical feedback systems:

  • InnerPlant: A pioneer in crop biosensors, InnerPlant modifies plant DNA so that crops express optical fluorescent signals when under attack by pathogens, fungal infections, or water stress. These signals are invisible to the naked eye but easily picked up by satellites, tractor cameras, or drones—allowing farmers to treat individual stressed plants days before symptoms manifest physically.
  • Oak Ridge National Laboratory (ORNL – SEED Program): Developing split-protein intein biosensors in plants that emit localized fluorescence the moment plant cell receptors detect microbial signaling or fungal cell wall components.

2. Organism Foundries & Custom Cellular Sensing

Behind commercial plant and microbial biosensors are high-throughput platform foundries that automate cellular design:

  • Ginkgo Bioworks: Functioning as the “foundry for biology,” Ginkgo custom-designs microbes and cellular pathways across agriculture, defense, and industrial supply chains. Their platform enables custom metabolic programming for environmental detection and living biosensors.
  • Light Bio: Leveraging synthetic genomics to commercialize bioluminescent flora, demonstrating how living ambient light signaling can be integrated directly into indoor architecture and human environments.

3. Microbial & Material Environmental Monitors

In industrial, urban, and environmental applications, bio-materials and engineered micro-organisms are being deployed to monitor environmental health:

  • Ecovative & Mycelium Platforms: Utilizing mycelium-based structures infused with biological indicators to create self-reporting structural insulation and packaging materials.
  • Soil & Water Biosensor Startups: Early-stage ventures leveraging engineered soil microbes that produce measurable electrical or optical signals when heavy metals, synthetic fertilizers, or microplastics leach into local water tables.

At its core, experience design is about shaping how humans perceive, interpret, and interact with the world around them. Transforming our environments into self-reporting biological networks changes the fundamental nature of that interaction. We transition from a model of mechanical monitoring—pulling data from dashboards and screen notifications—to one of organic communication, where information is felt, seen, and experienced naturally within a space.

Radical Transparency and Ambient Awareness

Traditional monitoring forces a friction-heavy cognitive loop: data is collected by hardware, sent to a database, processed into a chart, and pushed to a screen for a human to interpret. Synthetic ecology eliminates this friction through ambient visibility:

  • Direct Perception: When a building wall shifts color or a crop field glows under stress, the environment communicates its state directly to human senses without requiring an intermediary device, app, or login.
  • Psychological Impact: Moving data out of hidden databases and into plain sight creates a culture of radical transparency. Occupants, workers, and leaders share a real-time, undeniable awareness of environmental health and safety.

The Ethics of Biological Agency and Truth

Designing biological systems to act as communication channels introduces profound ethical considerations that change the risk profile for organizational leaders:

  • Integrity of the Signal: If a living organism is engineered to signal environmental contamination or structural degradation, how do we guarantee signal fidelity? Biological mutations, invasive species interference, or natural plant diseases could produce false positives or, worse, dangerous false negatives.
  • System Security & Biological Tampering: Just as digital networks can be hacked, biological networks could theoretically be disrupted or manipulated. Designing robust “fail-forward” mechanisms and redundant validation paths is essential to maintain trust in biological indicators.

Human-Environment Symbiosis

Ultimately, the Synthetic Ecology Framework alters the human relationship with infrastructure and physical assets. We move away from viewing real estate, land, and supply chains as passive, disposable assets to be managed through spreadsheets.

By learning to “read” living signals as part of daily operational routines, leaders and employees cultivate an intuitive, empathetic connection with their environments. Stewardship replaces mere maintenance, creating resilient spaces where humans and living systems actively support one another’s well-being.

As we look toward the next horizon of experience design and organizational foresight, synthetic ecology moves from speculative concept to tangible infrastructure. However, crossing the chasm from controlled lab environments to global deployment requires navigating critical biological, regulatory, and societal tipping points.

The 5–10 Year Horizon: From Testbeds to Living Zones

The roadmap toward widespread integration will unfold across three distinct phases of adoption:

  • Phase 1: Closed-Loop Testbeds (Years 1–3): Initial commercial applications will focus on highly contained indoor environments—such as corporate lobbies, hydroponic vertical farms, and cleanrooms—where custom genomic biosensors can be calibrated safely without environmental exposure risk.
  • Phase 2: Pilot Living Zones (Years 4–7): Expansion into controlled outdoor zones, including corporate campuses, municipal parks, and agricultural research plots. Here, biological indicators will work in tandem with existing digital IoT networks to benchmark diagnostic accuracy.
  • Phase 3: Autonomous Biological Infrastructures (Years 8–10): Full-scale deployment across global supply chains and civic infrastructure, where living indicator networks self-propagate and replace legacy hardware installations.

Regulatory, Safety, and Containment Hurdles

Designing with living code introduces unique responsibilities that do not exist in traditional hardware or software engineering. Releasing modified organisms into broader ecosystems requires strict safety protocols:

  • Synthetic Kill Switches: Organisms must be engineered with metabolic dependencies—requiring synthetic nutrients not found in wild nature—ensuring they cannot survive or reproduce beyond designated operational boundaries.
  • Genetic Containment: Implementing multi-layered genomic locks to prevent horizontal gene transfer between engineered biosensors and wild flora or fauna.
  • Regulatory Frameworks: Proactively shaping standards with civic and environmental authorities to establish clear protocols for biological data verification and public safety transparency.

The “Post-Digital” Frontier

We are standing at the threshold of a post-digital epoch. For the past half-century, innovation has been defined by adding more silicon, more screens, and more bandwidth to every problem. Synthetic ecology offers a counter-path: one where technology becomes subtle, organic, and truly integrated into the living fabric of our planet.

When our buildings, roads, and farmlands actively participate in their own stewardship, the distinction between “built” and “natural” environments disappears. Innovation will no longer be measured by the density of our microchips, but by the harmony of our ecosystems.

Innovation has reached a defining inflection point. For decades, our answer to operational complexity has been to stack more silicon, more wiring, and more fragile hardware onto problems that demand long-term, organic resilience. Synthetic ecology frameworks challenge this status quo, offering a bold path forward where living organisms become the interface, the diagnostic engine, and the foundation of our built world.

The Call to Action for Innovators

As leaders, experience designers, and change agents, our mandate is clear: we must stop designing for static control and start designing for dynamic coexistence. Aligning our technological strategies with the inherent wisdom, self-repair capabilities, and signaling pathways of biological systems is not merely a futuristic ideal—it is a competitive necessity for building resilient organizations.

By transforming silent assets into dynamic, self-reporting networks, we can eliminate critical operational blind spots, reduce environmental waste, and create safer, more responsive environments for the people who inhabit them.

The Final Horizon

We are transitioning into an era where our environments are no longer passive backdrops to human activity, but active, communicative partners in our collective survival. The technology to turn the physical world into a living, responsive dashboard is already emerging.

The ultimate question for modern leadership is no longer whether this technology is possible, but rather: Are we ready to start listening when our world finally begins to speak back?

Translating synthetic ecology from a visionary framework into an actionable innovation strategy requires leaders to challenge long-held assumptions about technology, infrastructure, and risk. Use these diagnostic questions to guide your leadership team as you evaluate where living indicators can transform your operational landscape:

  • Identifying Operational Silence:
    Where in your current supply chain, physical assets, or facilities does “silence” cost you the most in terms of capital, delayed risk detection, or operational downtime?
  • Accelerating Response Cycles:
    How would having a living, self-reporting environmental indicator change your organization’s response time, decision-making agility, and mitigation costs during a critical system failure or crisis?
  • Bridging the Cultural Trust Gap:
    What mindset and cultural shifts must occur within your engineering, operations, and leadership teams to trust biological, ambient signals as much as—or more than—traditional digital data dashboards?
  • Refining the Human Experience:
    How can your organization leverage ambient, direct-perception environmental signaling to reduce cognitive load and friction for your employees, customers, and surrounding communities?

Frequently Asked Questions

What is Synthetic Ecology and how do genomic biosensors work?

Synthetic Ecology involves engineering living cellular organisms, plants, or fungi to function as real-time, biological indicators within an ecosystem. By modifying their genetic pathways, these organisms are designed to change color, bioluminescence, or alter their growth patterns when they detect structural anomalies, airborne toxins, soil nutrient imbalances, or systemic environmental stressors.

How do living biological indicators replace traditional digital hardware sensors?

Unlike silicon-based IoT hardware, which requires physical wiring, battery maintenance, network bandwidth, and eventually becomes toxic e-waste, biological indicators are self-replicating, self-repairing, and powered by ambient energy. They allow physical spaces, agricultural fields, and buildings to communicate their health directly to humans through direct visual perception rather than complex digital dashboards.

What prevents genetically modified biosensors from spreading uncontrolled into wild ecosystems?

Synthetic ecology frameworks incorporate synthetic bio-containment features such as “metabolic kill switches” and genetic locking. Organisms are engineered with dependencies on specific synthetic nutrients not found in nature, ensuring they cannot reproduce or survive outside their intended operational environments or designated testbed boundaries.


Disclaimer: This article speculates on the potential future applications of cutting-edge scientific research. While based on current scientific understanding, the practical realization of these concepts may vary in timeline and feasibility and are subject to ongoing research and development.

Image credits: Gemini

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The Human Judgment Economy

Why Your Choices Are Your Greatest Asset – An AI Soft Landing Scenario

LAST UPDATED: July 18, 2026 at 6:20 PM

The Human Judgment Economy

by Braden Kelley and Art Inteligencia


In the age of infinite answers, the ability to choose the right question — and the right path — becomes the ultimate human advantage.

We are currently witnessing a massive, structural shift in the landscape of value. As we integrate artificial intelligence into our workflows, we are transitioning from a world defined by the scarcity of information to a world defined by the abundance of possibility. AI now excels at generating limitless options, diverse scenarios, and instant recommendations. However, this very abundance creates a new, critical bottleneck: the quality of our decisions.

When the machine can generate a thousand paths in a heartbeat, the value of simple generation plummets. We are entering the Human Judgment Economy, where the true premium is no longer on how much we can produce, but on our capacity for discernment, ethics, taste, and the courage to prioritize. It is time for leaders to stop competing with AI for output and start elevating their role to that of a decision architect, ensuring that human-centered wisdom remains the guiding force behind every innovation.

Part I: The Shift from “What” to “Which”

In our current environment, the definition of productivity is undergoing a radical overhaul. For decades, we valued the ability to generate information and options. Today, those tasks are being rapidly commoditized by artificial intelligence.

The Commoditization of Possibility

AI is a master of synthesis. It can synthesize data, create elaborate scenario plans, and generate endless recommendations in mere seconds. When possibility is available on demand, the sheer volume of “options” loses its competitive advantage. The ability to generate is no longer the bottleneck; it is the baseline.

The Decision Fatigue Crisis

The abundance of AI-generated content poses a hidden danger: decision paralysis. Without a rigorous filter, organizations and individuals risk being buried under the weight of their own potential paths. We are seeing a paradox where more options lead to less action, as the cognitive load of evaluating machine-generated noise begins to overwhelm our strategic focus.

The Human Edge

If AI provides the “what” — the vast landscape of possibilities — humans must provide the “which.” The true human edge lies in our capacity to assign value, context, and meaning. An algorithm can predict the probability of success, but only a human can determine if that success aligns with our organizational purpose, cultural values, and long-term vision. This is where we shift our focus from being output generators to being expert evaluators.

Part II: The New Scarcity (The Human Premium)

As machines take over the labor of synthesis, the attributes that once seemed secondary become our most critical professional assets. We are moving from an era of “knowledge workers” to “judgment workers.”

Discernment & Taste

AI can mimic patterns and adhere to style guides, but it lacks the visceral capacity for “taste.” Curating experiences that resonate on an emotional or cultural level requires a human touch. Discernment — the ability to look at 100 AI-generated drafts and know exactly which one carries the necessary spark — is now a high-value skill.

Ethics & Accountability

Calculations are amoral; choices are moral. Machines can generate outcomes, but they cannot accept responsibility for them. Humans must remain the final arbiter of ethics, ensuring that our innovations do not just function, but also align with our collective responsibility.

Courage & Prioritization

AI tends to favor the statistically probable path. However, true innovation often requires taking the road less traveled. It takes human courage to prioritize a bold, unconventional path over a safe, algorithmically validated one. This human willingness to embrace risk and prioritize for long-term growth is where competitive advantage is won.

Wisdom

Wisdom is the synthesis of lived experience, nuance, and intuition — elements that data alone cannot replicate. In a world awash with data, wisdom is the scarcest resource, providing the “why” behind the “how.”

Part III: Emerging Roles for the Human-Centered Leader

To thrive in the Human Judgment Economy, we must evolve our organizational structures. We aren’t just managing tasks; we are orchestrating the intersection of artificial capability and human intent. The following roles will define the high-impact leadership of the future:

Decision Architects

Moving beyond traditional management, Decision Architects focus on designing the environment in which optimal choices occur. They create the frameworks, constraints, and decision-making criteria that allow AI to generate valid possibilities while ensuring human leaders remain the architects of the strategic outcome.

Experience Curators

As the “user experience” becomes increasingly automated, the human element of that journey — the emotional resonance, the surprise, and the delight — must be intentionally curated. Experience Curators ensure that every AI-driven touchpoint feels authentic, human-centric, and aligned with the brand’s core mission.

Trust Builders

In a landscape saturated with synthetic content and automated output, trust is the ultimate currency. Trust Builders act as the human face and voice of an organization, verifying the veracity of AI output and providing the accountability that machines inherently lack.

Innovation Facilitators

Leveraging methodologies like the Change Planning Toolkit, the Experiment Canvas, and FutureHacking, these facilitators act as the bridge between AI’s raw potential and practical organizational application. They don’t just ask AI for answers; they facilitate the human process of evaluating, refining, and implementing ideas that drive meaningful change.

Conclusion: Reclaiming Our Agency

We are not merely spectators in the AI revolution; we are its architects. The future of work is not about competing with AI for output; it is about elevating our role to the “Editor-in-Chief” of our own strategic direction.

The Call to Action: Don’t just ask AI for an answer. Ask it to show you the landscape, then use your human judgment to decide which mountain is actually worth climbing. The machine can build the map, but the human must choose the destination.

As we navigate this, remember that tools like the Change Planning Toolkit and Charting Change are more relevant than ever. They provide the human structure necessary to turn AI-generated chaos into disciplined, effective organizational progress.

— Braden Kelley

Frequently Asked Questions: The Human Judgment Economy

What is the Human Judgment Economy?

It is a shift where human value moves from generating content and options to exercising discernment, ethics, and prioritization in an AI-abundant world.

Why does AI make human judgment more valuable?

AI creates an abundance of possibilities, making the capacity to curate, refine, and choose the right path the primary bottleneck and competitive advantage for leaders.

What roles are essential in this new economy?

Emerging roles include Decision Architects, Experience Curators, Trust Builders, and Innovation Facilitators who bridge AI capability with human-centric purpose.

EDITOR’S NOTE: This is a visualization of but one possible future. I will be publishing other possible futures as they crystallize in my mind (or as you suggest them for me to explore).

Image credits: Google Gemini

Content Authenticity Statement: The topic area, key elements to focus on, etc. were decisions made by Braden Kelley, with a little help from Google Gemini to clean up the article, add images and create infographics.

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The Edge of Intelligence

How Neuromorphic Engineering Will Humanize the Future of Innovation

The Edge of Intelligence

GUEST POST from Art Inteligencia


The Hidden Friction of Modern AI

We are living through an era of breathtaking algorithmic capability. Generative AI, large language models, and autonomous agents are reshaping organizational agility and rewriting the rules of experience design. Yet, behind every seamless digital interaction lies an unsustainable truth: our most advanced intelligence is kept on an exceptionally short leash. It remains tethered to hyperscale data centers drawing massive, environmentally costly energy footprints from the power grid.

The root of this problem isn’t the software; it is the physical architecture of the silicon itself. For decades, computing has relied on the traditional von Neumann architecture — a system where data must constantly shuttle back and forth between a separate memory unit and a processing unit. This structural bottleneck means that as AI tasks grow more complex, chips run hotter and consume more power simply moving data around, creating an architectural barrier to true scaling.

For innovation leaders and strategists, this creates a profound friction. True, human-centered innovation cannot be fully realized if every localized tool, remote system, or smart device requires a high-bandwidth, high-carbon umbilical cord tied to a centralized cloud. To design experiences that are genuinely resilient, ambient, and privacy-first, we must liberate intelligence from the server farm. Neuromorphic engineering represents the paradigm shift that will finally break this bottleneck, moving us away from centralized computing and toward a decentralized future where intelligence lives efficiently at the edge.

What is Neuromorphic Architecture? (The Organic Paradigm Shift)

To break the computational logjam, engineering is turning to the most efficient computer ever created: the human brain. The brain operates on roughly 20 watts of power — barely enough to illuminate a dim closet bulb — yet it manages complex cognitive tasks, sensory processing, and real-time learning simultaneously. Neuromorphic engineering sheds the rigid rules of traditional computing to mirror this organic brilliance, designing physical silicon structures that mimic the nervous system’s architecture.

Synapses in Silicon: The Structural Shift

Standard processors think in binary code, executing instructions sequentially according to a strict, rhythmic system clock. This means every component is continuously running and drawing power, whether it is actively processing fresh data or not. Neuromorphic computing fundamentally upends this design through two key innovations:

  • Asynchronous Processing: Instead of relying on a system clock, neuromorphic chips operate based on event-driven spikes. Individual artificial neurons remain quiet and consume virtually zero energy until a change in data triggers them to “fire” and transmit information. If nothing is happening, no energy is wasted.
  • Co-located Memory and Processing: By embedding hardware-based artificial synapses directly next to artificial neurons, these chips eliminate the structural divide that defines traditional processing. The hardware does the thinking and the remembering in the exact same physical space, completely bypassing the data-shuttling bottleneck.

By shifting from sequential logic to a highly parallel, brain-inspired network, we achieve a massive leap in energy efficiency. This architecture transitions our systems from energy-hungry server clusters down to self-contained edge components operating on mere milliwatts of power.

The Futurology & Scaling Angle: Unlocking Edge Intelligence

The true value of neuromorphic engineering lies far beyond a simple reduction in corporate utility bills. For innovation strategists and futurologists, this hardware pivot represents a massive scaling catalyst: the liberation of artificial intelligence from centralized cloud architectures. When advanced cognitive processing requires milliwatts instead of megawatts, the mathematical parameters governing system design, operational reach, and deployment speed change overnight.

Decentralizing the Innovation Landscape

For years, the industry trajectory has favored hyper-centralization. Complex models required massive, multi-billion-dollar data centers to function, creating a digital dependency that stifles agility. Neuromorphic computing completely flips this model, enabling advanced AI agents to execute local, highly sophisticated inference tasks on small, distributed devices for weeks at a time on a single milliwatt of power. Intelligence ceases to be a destination you connect to; it becomes an ambient feature embedded directly into the environment.

Breaking the Umbilical Cord: The Strategic Advantages

By migrating intelligence directly to the physical edge, organizations can unlock three critical operational advantages that traditional cloud setups simply cannot match:

  • Zero Latency for Real-Time Action: Eliminating the round-trip journey to a distant cloud server means local systems can analyze, decide, and act in milliseconds. In time-sensitive scenarios, this immediate local processing makes the difference between predictive success and operational failure.
  • Absolute, Privacy-First Security: Because data is processed entirely on the local neuromorphic chip without ever being transmitted over a network, the attack surface shrinks dramatically. This architecture allows organizations to build deep, trust-based customer experiences that naturally safeguard sensitive personal and enterprise data.
  • Carbon Dematerialization: Moving computing workloads away from massive, grid-dependent server farms and onto ultra-low-power edge silicon provides a tangible, measurable path to reducing an organization’s digital carbon footprint, aligning aggressive technology scaling with vital sustainability goals.

Human-Centered Design Scenarios: Neuromorphic in Action

To fully appreciate the impact of brain-inspired computing, we must look past the spec sheets and examine how it alters human experiences. Moving advanced intelligence to the edge allows us to design environments and tools that are profoundly responsive, resilient, and unobtrusive. By removing the constraints of power consumption and cloud connectivity, we can bring three critical, human-centered design frontiers to life:

1. Extreme Field Resilience

Traditional digital tools fail the moment they lose their connection to the network. Neuromorphic engineering allows us to design industrial and humanitarian tools that maintain full cognitive capabilities in the most isolated environments on Earth. Imagine search-and-rescue drones or deep-sea research equipment operating autonomously for weeks on a tiny battery, analyzing complex visual data and making critical safety decisions entirely offline. By placing autonomous decision-making directly into the hands of field teams, we build operational resilience where it matters most.

2. Privacy-First Smart Cities

Current smart city frameworks frequently rely on a centralized “surveillance state” model, shuttling massive streams of public data back to central servers for analysis. Neuromorphic chips allow us to redesign urban infrastructure from the street corner up. Traffic signals, public utility grids, and safety systems can process visual and environmental changes locally and instantly. A street corner camera can identify a traffic hazard or an emergency situation and adjust local systems immediately — all while completely discarding the raw footage locally to preserve citizen anonymity.

3. Ambient and Intimate Experience Design

The next generation of wearables, medical tech, and smart home systems must integrate naturally into the background of daily life without demanding constant attention, frequent charging, or invasive data sharing. Neuromorphic architecture enables sub-milliwatt, continuous contextual awareness. Medical implants can monitor heart or neurological patterns and predict adverse events locally in real time. Consumer devices can subtly adapt to user habits, preferences, and physiological states over time, delivering deeply customized experiences without draining battery life or transmitting personal routines to a corporate mother ship.

The Commercial Landscape: Market Leaders and Startups to Watch

Neuromorphic engineering has officially breached the perimeter of academic research and entered the commercial fast lane. As traditional silicon hits the physical and economic boundaries of Moore’s Law, a vibrant ecosystem of semiconductor giants and venture-backed startups has emerged to productize brain-inspired architecture. For strategists building long-term roadmaps, these are the key players shaping the hardware landscape:

The Semiconductor Giants (Research & Infrastructure Scale)

  • Intel (Loihi Platform): Intel remains a primary institutional driver of neuromorphic development. Their massive Hala Point system uses Loihi 2 processors to pack over one billion artificial neurons into a single research chassis, demonstrating up to 100× the energy efficiency of conventional hardware for complex optimization workloads.
  • IBM (TrueNorth & NorthPole): A true pioneer in the space, IBM’s foundational neurosynaptic research continues to push the boundaries of ultra-low-power digital image and sensory recognition, aiming squarely at defense, aerospace, and high-performance computing (HPC) environments.
  • Samsung & Qualcomm: Both tech giants are aggressively integrating neuromorphic mixed-signal IP and co-processors into their commercial system-on-chip (SoC) portfolios, targeting the next generation of smartphones, advanced driver assistance systems (ADAS), and consumer electronics.

The Pure-Play Pioneers & Edge Disruptors

  • BrainChip (Akida): As one of the few publicly traded pure-play neuromorphic companies, BrainChip has achieved widespread commercial traction. Their Akida event-based neural processor brings ultra-low-power, on-device machine learning to millions of IoT systems, smart sensors, and autonomous vehicles via recent integrations with LiDAR and edge perception platforms.
  • Innatera: This European innovator is making major waves at the micro-scale. Having commercialized their Pulsar neuromorphic microcontroller, Innatera has partnered with original design manufacturers (ODMs) to drive mass production of always-on intelligent consumer wearables, health tech, and smart home sensors that operate entirely within sub-milliwatt power budgets.
  • SynSense: Specializing in the fusion of sensing and computing, SynSense designs mixed-signal processors that process sparse, real-time data streams instantly. Their chips are purpose-built for ultra-low-latency processing in smart cameras, bio-signal analysis tools, and auditory devices.
  • Rain AI & Unconventional AI: Representing the heavy-hitting venture tier, these companies are building analog-in-memory neuromorphic architectures leveraging memristors to simulate biological synapses. Backed by massive financing rounds from top-tier technology visionaries, they are actively aiming to scale these brain-inspired chips into the billions of units required for the future edge economy.

The Change Management & Strategic Roadmap for Leaders

The transition to neuromorphic architecture will not be a passive hardware upgrade handed down by IT; it requires a fundamental recalibration of enterprise strategy. Innovation leaders who fail to adapt their roadmaps now risk locking their organizations into rigid, energy-intensive architectures just as the rest of the market decentralizes. Embracing edge intelligence demands proactive change management across infrastructure, design philosophy, and team capabilities.

Rethinking the Ecosystem and Auditing Roadmaps

The immediate task for strategists is to audit current digital transformation initiatives for cloud dependency. Are you over-indexing on centralized architectures that will soon become costly technical debt? Leaders must begin identifying where ultra-low-power, offline inference can replace grid-dependent processing, actively pivoting investment toward distributed systems that scale without exponential carbon costs.

Designing for the Peripheral

For decades, experience design has been built around active engagement: prompting the user to look at a screen, click a button, or initiate a connection. Edge intelligence requires a shift in design mindset from “active center-stage interaction” to “ambient, peripheral support.” When a device can process context constantly on less power than a digital watch, the goal is to build systems that anticipate and resolve friction quietly in the background, minimizing the cognitive load on the human.

Bridging the Skills Gap

The move to asynchronous, spike-based processing breaks many of the traditional rules of software engineering. To fully leverage this technology, organizations must rebuild their cross-functional teams, bridging the historically siloed worlds of hardware design, software engineering, and customer experience. Preparing teams for this shift requires cultivating new competencies in event-driven programming and decentralized systems, ensuring your workforce is ready to build the next generation of human-centered tools.

Conclusion: Designing a Smarter, Sustainable Tomorrow

Neuromorphic engineering is far more than a technical upgrade for hardware developers or an efficiency metric for infrastructure teams. It represents the foundational unlocking mechanism for the next grand era of human-centered innovation. By fundamentally breaking the decades-old von Neumann bottleneck, brain-inspired processors allow us to shift from a world where intelligence is an expensive, centralized luxury to one where it is a cheap, ubiquitous, and sustainable utility.

The ultimate goal of any transformative technology must be to blend seamlessly into the fabric of daily life, amplifying human potential while strictly respecting the ecological boundaries of our planet. Centralized cloud reliance has carried us far, but its massive power grids and high latency are reaching their natural scaling limits. Embracing an asynchronous, edge-first architecture is our path forward to resolving that tension.

For innovation leaders, futurologists, and experience strategists, the challenge ahead is clear: stop designing exclusively for the cloud and start preparing for the perimeter. By liberating artificial intelligence from the data center and bringing it directly to the edge, we finally gain the architectural freedom to build an enterprise landscape — and a society—that is as profoundly resilient as it is impactful.

FutureHacking™ Is Coming

FutureHacking™ is Braden Kelley’s strategic foresight methodology — and a paid download and training program is launching soon. Register your interest now to be the first to know when it’s available, and get early access pricing.

Frequently Asked Questions

To help both human readers and search indexing engines quickly parse the foundational concepts of brain-inspired computing, here is a clear breakdown of the most common questions regarding neuromorphic engineering.

What is the difference between traditional von Neumann architecture and neuromorphic engineering?

Traditional von Neumann architecture separates memory and processing, requiring data to constantly shuttle back and forth, which creates an energy-intensive bottleneck. Neuromorphic engineering co-locates memory and processing on physical artificial synapses and neurons, allowing the chip to process information asynchronously only when data spikes or changes occur, drastically cutting energy consumption.

Why is neuromorphic computing critical for the future of decentralized AI and edge devices?

Modern AI requires massive, centralized data centers to handle complex processing workloads due to high power demands. Neuromorphic chips require orders of magnitude less power — often operating on just a single milliwatt — allowing advanced AI agents to run locally and independently on small edge devices for weeks at a time without cloud connectivity or high carbon footprints.

What are the primary real-world use cases for neuromorphic engineering in experience design?

Key use cases include extreme field tools that operate entirely offline in remote areas, privacy-first smart city infrastructure that processes data locally to protect citizen anonymity, and ambient consumer wearables or medical implants that seamlessly adapt to human behavior in real time without draining battery life.


Disclaimer: This article speculates on the potential future applications of cutting-edge scientific research. While based on current scientific understanding, the practical realization of these concepts may vary in timeline and feasibility and are subject to ongoing research and development.

Image credits: Gemini

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The Personal AI Renaissance

Finding the Human Premium in an Automated World – An AI Soft Landing Scenario

LAST UPDATED: July 5, 2026 at 11:58 AM

The Personal AI Renaissance

by Braden Kelley and Art Inteligencia


The Death of the “Average” Knowledge Worker

We are living through a profound transition in the nature of work, yet we continue to measure productivity with the yardsticks of the past. The greatest inequality of the AI era may not be access to information — the internet solved that decades ago — but rather access to intelligence amplification. We are witnessing the arrival of a new, distinct class of augmented individuals, and the divide between those who embrace this evolution and those who resist it is widening by the day.

For a brief moment, we viewed AI merely as a better search engine — a way to get faster, slightly more polished answers. That was the “chatbot” phase. We have now moved into the era of the Personal AI Renaissance. This is not about a tool that generates text; it is about the integration of a persistent, personalized intelligence layer into our daily cognitive workflows. This layer knows your strategic priorities, understands your communication style, and tracks your long-term goals.

The implications for the labor market are seismic. The traditional dichotomy of “human versus AI” is a false framing that distracts from the real competitive shift. The true divide in the coming years will not be between machines and people, but between the unaugmented human and the AI-amplified human. In this new landscape, professional obsolescence is no longer a function of your education level or your years of experience, but of your capacity to effectively manage and leverage your personal intelligence layer. The era of the “average” knowledge worker has ended; the era of the amplified individual has begun.

Beyond “Better Answers”: The Shift to Personalization

To grasp the true power of this shift, we must abandon the notion of AI as a generalized utility. The primary value of the latest generation of models is not merely their ability to generate faster responses; it is their capacity for deep, persistent personalization. When AI moves from being a standalone tool to an integrated intelligence layer, it fundamentally transforms from a search engine into a multifaceted collaborator.

In this Personal AI Renaissance, the individual is supported by a dynamic system that evolves alongside them. We see this intelligence layer manifesting in several key, high-value roles:

  • The Strategist: Beyond simple task management, the AI functions as a partner that aligns your daily decisions with your long-term strategic objectives, helping you maintain focus amidst complexity.
  • The Coach: By providing personalized feedback loops and constructive friction, the AI pushes you to refine your thinking, challenge your biases, and improve your cognitive performance over time.
  • The Researcher/Assistant: This role involves offloading the heavy cognitive load of data synthesis and information retrieval, allowing the human to focus on higher-order decision-making.
  • The Teacher: The AI acts as a bespoke educator, translating complex, dense information into the specific mental models and language that make the most sense for your unique perspective.

By delegating these varied roles to a personalized AI layer, the worker gains a form of cognitive leverage previously unavailable. This isn’t about replacing human input; it is about delegating the friction of execution so that the human can devote more energy to creativity, empathy, and the nuanced judgment required for meaningful innovation.

Personal AI Renaissance Infographic

The Productivity Gap: Capability Over Credentials

We are entering a period where the traditional signals of professional worth — degrees, job titles, and years of tenure — are being rapidly decoupled from actual output. As the AI-amplified human becomes the new standard for high-performance, the competitive landscape is shifting from what you know to how you augment your intelligence.

The productivity gap is no longer dictated by education level, but by augmentation capability — your fluency in integrating AI into your specific workflow to solve problems faster and more creatively. An employee with a strong command of their personalized intelligence layer can now outperform peers who, by conventional standards, might be more “qualified” but remain unaugmented.

This represents a true “soft landing” for human potential. Rather than being replaced, the worker who learns to harness these tools is liberated from the drudgery of rote cognitive tasks. This allows them to pivot their focus toward the activities that require fundamentally human traits: empathy, complex system orchestration, and the high-level judgment required to navigate ambiguity in a digital transformation journey.

However, we must also acknowledge the inherent risk for those who remain static. The danger is not that AI will take your job; the danger is that an AI-amplified human — someone who has learned to partner with this intelligence layer to increase their speed, quality, and strategic focus — will become the new baseline for organizational success. In this high-velocity environment, the ability to rapidly integrate and adapt to new augmentation capabilities is the ultimate professional skill.

The Human-Centered Implication: Agency in the Age of Amplification

The transition to an integrated intelligence layer invites a necessary introspection regarding our own agency. When we delegate synthesis, research, and strategic sparring to an AI partner, the fundamental nature of our cognitive work changes. The risk is not that we lose control, but that we become overly reliant on the convenience of the tool, potentially allowing our critical thinking muscles to atrophy if we treat the output as gospel rather than a starting point for deeper investigation.

True agency in this new era requires a shift in mindset: we must view the AI not as an oracle, but as a mirror — a tool that reflects and expands our own intellectual curiosity. We remain the architects of intent, the ones who define the “why” and the “what,” while the AI provides the “how” and the “how fast.” Maintaining this distinction is essential for preserving the human-centered elements of our work, such as ethical reasoning and the intuitive leaps that often drive true innovation.

For leaders and organizations, this requires a fundamental shift in the management mandate. The focus must move away from top-down efforts to “automate processes” or eliminate roles, and toward the deliberate nurturing of amplified talent. The most successful organizations of the future will be those that foster an ecosystem where human judgment is elevated, not replaced, by these new intelligence layers. It is about creating a culture where the combination of human empathy and machine-augmented speed becomes a source of sustainable, long-term competitive advantage.

Conclusion: Embracing the Renaissance

We are standing at the threshold of a new way of working, one where the boundaries of individual capability are being fundamentally redrawn. Viewing the adoption of a personal AI layer merely as a “tech upgrade” misses the broader, more critical reality: this is a strategic professional imperative. Those who integrate these capabilities into their daily lives are not just working differently; they are working at a velocity and depth that was previously impossible for a single individual to sustain.

The future does not belong to the AI, nor does it belong to the unaugmented human. It belongs to the amplified human — the professional who masters the synergy between human intuition and machine-driven speed. This Renaissance is an invitation to offload the cognitive friction that has historically slowed our most important work, leaving us more space to do what humans do best: ideate, empathize, and lead.

As you step into this new era, ask yourself: How will you curate your own intelligence layer, and where will you focus the newfound capacity you gain? The revolution is already here, and the choice to participate is yours. Choose to amplify.

Frequently Asked Questions

What is the primary difference between a chatbot and a personal AI intelligence layer?

While a chatbot typically provides isolated, one-off answers to queries, a personal AI intelligence layer maintains deep context, understands your unique strategic priorities, and tracks your long-term goals to function as an integrated, persistent collaborator.

Why is “augmentation capability” more important than education level in the AI era?

In the current professional landscape, the productivity gap is driven by an individual’s ability to effectively integrate and leverage AI to enhance their output. Augmentation capability allows professionals to transcend traditional education-based limitations by dramatically increasing their speed, quality, and capacity for complex work.

Does the rise of AI-amplified humans mean the end of human-centered work?

No. The rise of AI-amplified humans actually shifts the focus of work toward inherently human traits. By delegating rote cognitive tasks and information synthesis to the AI, humans are freed to devote more energy to empathy, complex system orchestration, and the high-level judgment required for innovation.


Operationalize Organizational Empathy

Ready to Bridge the Gap Between Technology and Human Experience?

Technology only provides capability; human adoption creates the value. If you want to move past cold operational metrics and design fear out of your transformation, let’s connect. Get expert guidance on architecting impactful Experience Level Measures (XLMs) or establishing a dedicated Experience Management Office (XMO) tailored to your culture.

Explore the AI Soft Landing Series

This article is part of a broader exploration into architecting optimistic socioeconomic transitions for the AI era. Dive deeper into the series below:

EDITOR’S NOTE: This is a visualization of but one possible future. I will be publishing other possible futures as they crystallize in my mind (or as you suggest them for me to explore).

Image credits: Google Gemini

Content Authenticity Statement: The topic area, key elements to focus on, etc. were decisions made by Braden Kelley, with a little help from Google Gemini to clean up the article, add images and create infographics.

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The Pulse of Experience

Multimodal Affective Computing via Remote Photoplethysmography (rPPG)

LAST UPDATED: July 10, 2026 at 5:50 PM

The Pulse of Experience

GUEST POST from Art Inteligencia


Beyond the “Mask” of Traditional Sentiment Analysis

For too long, the design and innovation communities have relied on the “performance” of emotion. Traditional sentiment analysis and basic facial expression tracking are inherently flawed — they capture superficial, easily masked, or culturally misinterpreted reactions. We have spent decades designing experiences based on what people say they feel, or what they choose to show us, rather than the raw reality of their experience.

In our quest for true, human-centered innovation, we must move beyond these superficial layers. We are entering an era of Affective Computing that allows us to bypass the conscious “mask” and read the underlying biology of the user directly, from a distance, and without friction.

The Shift to Biological Truth

The core thesis of this shift is profound: we are transitioning from measuring post-experience reflection to measuring real-time physiological reality. By leveraging Remote Photoplethysmography (rPPG), we stop treating emotion as a subjective opinion and start treating it as observable, quantifiable biological data. This shift fundamentally changes how we understand human interaction by allowing us to:

  • Identify micro-moments of cognitive load and frustration that a user might completely omit in a post-interaction survey.
  • Validate moments of true delight by observing authentic autonomic nervous system responses.
  • Establish a continuous, objective feedback loop that captures the real emotional temperature of a human-system interaction.

Demystifying rPPG: The Invisible Data Stream

To understand the power of this shift, we have to look at the underlying technology. Remote Photoplethysmography (rPPG) sounds complex, but its premise is brilliantly elegant. Every time your heart beats, blood pumps into your face, changing the volume of blood vessels in the skin. While these micro-fluctuations are completely invisible to the human eye, advanced algorithms paired with standard, high-resolution camera sensors can detect them with incredible precision.

This isn’t about scanning a face for a forced smile; it is about extracting pure, unadulterated physiological metrics from a distance without any physical contact or invasive wearables. By analyzing the ambient light reflecting off a user’s skin, rPPG provides an objective window into the human autonomic nervous system.

The Triad of Physiological Metrics

By shifting our focus from outer expressions to inner biology, rPPG allows us to capture three critical dimensions of the human state in real time:

  • Heart Rate Variability (HRV): The gold standard for measuring stress, focus, and emotional resilience. High volatility or sharp drops in HRV give us immediate insight into a user’s cognitive load and anxiety levels.
  • Respiration Rate: Changes in breathing patterns are immediate, involuntary responses to stimuli. Sudden, shallow breathing flags moments of friction, confusion, or sudden panic during an interaction.
  • Autonomic Nervous System (ANS) Response: By aggregating these metrics, we move from interpreting a user’s subjective feedback to observing their direct biological reality — separating what they say happened from how their body actually processed it.

The Evolution of Metrics: From SLAs to XLMs

For decades, organizations have managed operations using Service Level Agreements (SLAs). We track server uptime, average handle times, and page load speeds. But as I have long argued, SLAs are lagging indicators of operational efficiency, not leading indicators of human satisfaction. A system can meet every technical SLA perfectly while still delivering an experience that leaves the user feeling completely alienated, exhausted, or frustrated.

To design a future that honors the human element, we must transition to Experience Level Measures (XLMs). While SLAs measure the mechanics of a transaction, XLMs measure the quality of the interaction. This is exactly where rPPG becomes a game-changer: it bridges the gap between mechanical performance and biological reality, providing the objective, real-time data stream that true XLMs require.

Quantifiable Empathy in Action

The true value of integrating rPPG into an XLM framework is the creation of continuous, objective feedback loops. Instead of relying on a lagging, retrospective Net Promoter Score (NPS) or a post-interaction survey — which are warped by recency bias and emotional fatigue — we can map physiological data directly to specific touchpoints. This gives design and innovation teams access to a whole new class of experience data:

  • Real-Time vs. Retrospective Data: Capturing a physiological stress spike exactly when a user encounters a confusing form field, rather than trying to reconstruct that frustration through a survey twenty minutes later.
  • Continuous Feedback Loops: Establishing a dynamic understanding of user sentiment throughout an entire digital or physical journey, allowing systems to adapt fluidly to the user’s real-time emotional state.
  • Quantifiable Empathy: Moving empathy out of the realm of abstract design thinking principles and transforming it into hard, validating metrics. We no longer have to guess if an experience causes genuine delight or hidden frustration — the data shows us.

Strategic Applications: Where Human-Centered Innovation Meets Biology

The strategic value of rPPG lies in its ability to be deployed passively and non-invasively in real-world scenarios. We no longer need to strap sensors onto a user’s wrists or place them in artificial lab environments to understand their physiological reality. By integrating rPPG into our innovation toolkits, we can elevate several core pillars of experience design and product development.

From Lab Testing to Living Journeys

By bringing objective biological data into the wild, design and innovation teams can radically transform how products and ecosystems are evaluated across three primary frontiers:

  • Next-Generation UX Testing: Traditional usability tests heavily rely on “think-aloud” protocols, which force users to consciously articulate their actions — frequently disrupting their natural cognitive flow. By pairing screen interactions with rPPG data, we transition to physiological-validation protocols. We can pinpoint the exact microsecond an interface element creates an involuntary cognitive spike, validating friction points without asking the user to say a word.
  • Customer Journey Touchpoint Evaluation: In physical environments — like a retail showroom, a bank branch, or an airport terminal — understanding how a customer navigates a physical space has historically been based on observation or post-trip interviews. Deploying rPPG through ambient, high-resolution camera networks allows brands to safely map the “emotional temperature” of a space. We can visually correlate design choices, waiting times, or staff interactions directly with aggregate, anonymized stress or comfort metrics.
  • High-Stress Training and Simulations: For workforce development in high-stakes fields—such as healthcare, aviation, or emergency response — performance isn’t just about technical accuracy; it is about emotional regulation. Utilizing rPPG during simulation training allows coaches to monitor a trainee’s stress threshold and recovery rates in real time. This ensures that learners are pushed into the optimal “stretch zone” for neuroplasticity and retention without crossing over into debilitating anxiety.

The rPPG Ecosystem: Pioneers and Startups to Watch

The transition toward physiological Experience Level Measures (XLMs) is no longer a theoretical exercise. A sophisticated ecosystem of established tech giants, niche health-tech innovators, and agile software startups is actively commercializing Remote Photoplethysmography. For experience designers and corporate strategists, these are the key market players driving the infrastructure of affective computing:

Established Pioneers and Enterprise Platforms

  • Philips Biosensing (by rPPG): As an undisputed heavyweight in HealthTech, Philips has leveraged its massive IP portfolio in optics and signal processing to offer robust, motion-resistant rPPG licensing. Their enterprise-ready algorithms are explicitly targeted at automotive tracking (detecting driver fatigue and stress) and large-scale consumer applications.
  • Blue Spark Technologies (VitalTraq™): Known for clinical-grade wearables, Blue Spark’s VitalTraq platform blends continuous temperature patches with rapid 30-to-60-second rPPG facial scans. They are a prime example of how contactless biometrics are modernizing decentralized clinical trials and consumer experience checkpoints.

Emerging Startups and Core SDK Innovators

  • Circadify (A.Y. Health Technologies): Operating out of Palo Alto, Circadify is aggressively democratizing contactless vitals. Crucially for experience designers, their deep learning models heavily over-sample diverse skin tones across the full Fitzpatrick scale — directly solving the algorithmic blind spots and demographic bias that plague first-generation emotion AI.
  • Darwin Edge: Based in Switzerland, this startup provides highly optimized Software Development Kits (SDKs) that run rPPG processing locally on the edge (including mobile browsers and Raspberry Pi). Their approach is vital for human-centered design because it eliminates cloud dependency, protecting user privacy out of the box.
  • IntelliProve: Hailing from Belgium, this startup is heavily engaged in academic and clinical validation, proving that camera-based physiological biomarkers can hold up in real-world environments without expensive laboratory equipment.

The Human-Centered Imperative: Ethics and the “AI Soft Landing”

As an advocate for human-centered innovation, I must emphasize that the power to read a person’s inner biological state carries profound ethical responsibility. This technology must never be used to build a corporate surveillance state or to manipulate consumer behavior. If we weaponize physiological data for hyper-targeted emotional exploitation, we destroy the fundamental trust required for meaningful human-device collaboration.

To achieve what I call an “AI Soft Landing” — where emerging technologies elevate human potential rather than automate away human dignity — the deployment of rPPG must be governed by strict ethical guardrails. The focus must always remain on designing systems that adapt to support the human, not systems that exploit human vulnerability.

Architecting a Trust-Based Infrastructure

To successfully integrate affective computing into our organizations without compromising our values, leaders must anchor their strategies in three critical pillars:

  • Absolute Privacy and Consent: Physiological data is deeply personal. Users must have explicit, transparent control over when their metrics are gathered, how they are anonymized, and complete assurance that this data is processed locally at the edge rather than stored in a permanent cloud registry.
  • Designing for Intent Orchestration: As labor transitions from manual execution to intent orchestration — where humans direct AI agents to do the heavy lifting — machines must understand our capacity. rPPG acts as a cognitive thermostat, signaling to an AI assistant when to step in, when to simplify an interface, or when to back off based on the user’s real-time stress levels.
  • The AI Apprenticeship Economy: By pairing rPPG with our experience design, we allow AI systems to learn from our biological feedback loops. This transforms the technology into a true apprentice — one that becomes deeply attuned to human cadence, proactively smoothing out friction, and cultivating an environment where humans can thrive in flow states.

Conclusion: Closing the Gap Between System and Soul

The convergence of computer vision, advanced algorithms, and human physiology represents a monumental shift in the design landscape. For decades, we have been forced to design for a caricature of the user — one built from incomplete survey data, delayed analytics, and superficial emotional masks. With Remote Photoplethysmography (rPPG), we finally have the tools to design for the authentic, unfiltered human reality.

This technological milestone is ultimately an evolution in how we define and honor the human experience. By transforming passive observations into deep, quantifiable empathy metrics, we can firmly move away from rigid, lagging operational agreements and step into a future powered by real-time Experience Level Measures (XLMs).

The Path Forward for Experience Leaders

As we look to navigate the complexities of digital transformation and the emerging AI economy, our mandate as innovation strategists and experience designers is clear:

  • Shift the Paradigm: Challenge your organization to stop evaluating experiences solely based on task completion, and start measuring the literal, physiological impact your ecosystem has on human beings.
  • Design for Wellbeing: Treat biometric transparency not as a novel data pipeline, but as an opportunity to actively reduce friction, alleviate cognitive fatigue, and foster digital environments that respect the human nervous system.
  • Lead with Purpose: Ensure that your application of affective computing remains fiercely human-centered, grounded in trust, and explicitly engineered to support an intentional, elegant soft landing for both your customers and your workforce.

Frequently Asked Questions: Understanding rPPG and XLMs

What is rPPG and how does it detect emotions?

Remote Photoplethysmography (rPPG) is a non-invasive technology that uses standard, high-resolution camera sensors and advanced computer vision algorithms to track blood volume pulses. Every time the heart beats, it causes micro-fluctuations in skin color that are completely invisible to the human eye. By analyzing these subtle changes from a distance, rPPG measures real-time physiological metrics like heart rate variability (HRV) and respiration rate, giving us an objective, biological look at cognitive load, stress, and genuine engagement without requiring any physical contact or wearable sensors.

How do rPPG metrics integrate into Experience Level Measures (XLMs)?

Traditional Service Level Agreements (SLAs) only track technical mechanics, like page load speeds or uptime. Experience Level Measures (XLMs) focus entirely on the quality of the human experience. rPPG provides the continuous, real-time data layer that makes XLMs actionable. Instead of relying on lagging, retrospective surveys that suffer from memory bias, rPPG acts as a tool for quantifiable empathy. It maps exact physiological spikes — such as sudden stress or relaxed engagement — directly to specific touchpoints along a digital or physical customer journey.

What are the ethical guardrails for using biometric data in experience design?

Because physiological data is deeply personal, it must never be used for employee surveillance or predatory behavioral manipulation. To achieve an ethical “AI Soft Landing,” organizations must follow three core pillars: absolute transparency and informed user consent, local edge processing to ensure biometric data is never stored or transmitted to a permanent cloud registry, and an explicit focus on intent orchestration — using the data solely to help systems adaptively support and reduce friction for the human user.

FutureHacking™ Is Coming

FutureHacking™ is Braden Kelley’s strategic foresight methodology — and a paid download and training program is launching soon. Register your interest now to be the first to know when it’s available, and get early access pricing.

Disclaimer: This article speculates on the potential future applications of cutting-edge scientific research. While based on current scientific understanding, the practical realization of these concepts may vary in timeline and feasibility and are subject to ongoing research and development.

Image credits: Gemini

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The Future That Disappears

How Transient Electronics Will Redefine Human-Centered Innovation

LAST UPDATED: July 3, 2026 at 12:32 PM

Transient Electronics

GUEST POST from Art Inteligencia


Our Obsession with Permanent Technology

For more than a century, progress in electronics has largely been measured by one characteristic: durability. We celebrate devices that survive drops, resist water, and continue operating for years. Manufacturers compete to extend battery life, strengthen materials, and increase product longevity because permanence has become synonymous with quality.

That mindset has served us well for products like laptops, industrial equipment, and household appliances. But not every problem requires a permanent solution. In fact, designing every electronic device to outlive its usefulness often creates unnecessary complexity, cost, and environmental impact.

Consider a medical sensor that only needs to monitor a patient’s recovery for ten days, or an environmental sensor deployed after a natural disaster to collect data for a single month. Once their mission is complete, these devices frequently become liabilities. Someone must retrieve them, dispose of them responsibly, replace their batteries, or leave them behind as yet another piece of electronic waste.

This assumption that technology should last indefinitely also shapes the experiences we design. Wearable devices can become uncomfortable over time. Temporary medical implants often require additional procedures for removal. Field sensors increase operational costs because they must be recovered from remote or hazardous locations. What begins as a technological solution often ends with a logistical problem.

Human-centered innovation challenges us to ask a different question: What is the ideal lifespan of this technology? The answer isn’t always “as long as possible.” Sometimes the most elegant experience is one in which the technology performs its job flawlessly and then quietly exits the stage, leaving behind only the value it created.

That shift in perspective sets the stage for one of the most intriguing emerging fields in materials science and experience design: transient electronics. Rather than treating permanence as the ultimate goal, these technologies are engineered with an intentional ending, opening the door to products that are not only smarter and more sustainable, but also more closely aligned with the needs of the people who use them.

What Are Transient Electronics?

Transient electronics—sometimes called ephemeral bio-electronics or dissolvable electronics—are electronic devices intentionally designed to operate reliably for a predetermined period before safely and harmlessly breaking down. Unlike conventional electronics, which are built to resist the elements for as long as possible, transient electronics are engineered with an expiration date. Once their mission is complete, exposure to triggers such as water, body fluids, heat, changes in pH, or specific biochemical reactions initiates a controlled dissolution process.

The remarkable aspect of this technology is that there is no compromise in performance during its intended lifespan. A transient sensor can collect data, transmit information, or perform diagnostic functions with the same reliability as its traditional counterpart. The difference is that its lifecycle has been intentionally designed from beginning to end, including its safe disappearance.

Researchers are making this possible by developing biodegradable semiconductors, dissolvable conductive materials, transient batteries, and protective coatings that determine precisely when the device begins to degrade. By carefully selecting materials and engineering the surrounding environment, designers can tailor devices to function for hours, days, weeks, or even months before they naturally dissolve.

While the technology may sound futuristic, it addresses a surprisingly practical challenge. Many electronic devices are temporary by nature, even if their materials are not. A post-surgical monitoring patch, a temporary implant, an environmental sensor deployed after a flood, or a smart package tracking temperature during shipment all have a finite purpose. Building them to last decades creates unnecessary waste, recovery costs, and environmental burden.

Transient electronics replace this “build it forever” philosophy with a more thoughtful approach: build it to last exactly as long as it is needed—no longer and no less. That subtle shift transforms the conversation from durability alone to appropriateness, recognizing that the most human-centered solution is often one whose lifespan is carefully matched to the problem it was designed to solve.

Designing for Ephemeral Utility Instead of Permanent Ownership

One of the most profound implications of transient electronics isn’t technological—it’s philosophical. For decades, product designers have operated under an implicit assumption that every device enters a long-term relationship with its owner. Whether it’s a smartwatch, a medical monitor, or an industrial sensor, someone is expected to install it, maintain it, update it, and eventually dispose of it. That entire lifecycle creates friction.

Transient electronics invite us to think differently. Instead of designing products for permanent ownership, we can design them for ephemeral utility—creating technology that exists only for the duration of the value it provides. Once its purpose has been fulfilled, it gracefully disappears, leaving users with the outcome they wanted rather than another object they must manage.

This represents a subtle but significant shift in experience design. Traditional electronics create a series of responsibilities that extend well beyond their primary function. Batteries need charging or replacing. Devices require cleaning, storage, retrieval, recycling, or disposal. In healthcare settings, temporary implants may even necessitate a second procedure for removal. Each of these tasks introduces additional effort, cost, and opportunities for frustration.

Human-centered design has always sought to reduce unnecessary friction. Transient electronics simply extend that principle to the entire product lifecycle. Instead of asking how to make a device easier to maintain, designers can ask whether maintenance should exist at all. Instead of optimizing retrieval processes, they can eliminate the need for retrieval entirely.

This way of thinking encourages organizations to measure success differently. Rather than evaluating products solely by durability or longevity, they can consider metrics such as reduced user effort, lower environmental impact, fewer operational touchpoints, and diminished cognitive load. In many situations, the best experience is the one users never have to think about because the technology quietly completes its task and exits without demanding attention.

Designing for ephemeral utility doesn’t mean designing disposable products in the traditional sense. It means designing complete experiences with intentional beginnings, purposeful lifespans, and graceful endings. As transient electronics mature, one of the greatest opportunities for innovators will be recognizing where permanence adds value—and where it simply adds friction.

Healthcare May Be the First Killer Application

While transient electronics have the potential to transform dozens of industries, healthcare is poised to become their first truly transformative application. Few fields place a higher premium on patient comfort, safety, precision, and sustainability, making it an ideal environment for technologies designed to perform a temporary function before harmlessly disappearing.

Consider the experience of recovering from surgery. Today, temporary sensors may need to be removed once they have collected the necessary data, adding another appointment, another procedure, and another source of anxiety for patients. A transient monitoring device, by contrast, could continuously track healing, detect signs of infection, or monitor vital indicators for a prescribed period before safely dissolving within the body or degrading after removal. The patient benefits from the information without enduring the inconvenience of device retrieval.

The same principle extends to smart wound dressings that monitor healing, temporary cardiac or neurological sensors, and biodegradable drug delivery systems that precisely administer medication before disappearing. Pediatric care may benefit even more, as children could avoid the stress and discomfort associated with removing monitoring devices or temporary implants. In each case, the technology serves the patient rather than asking the patient to continue serving the technology.

The advantages extend beyond the patient experience. Hospitals and healthcare systems could reduce follow-up procedures, lower the risk of infection associated with device removal, simplify clinical workflows, and decrease medical waste. By eliminating unnecessary steps in the care journey, transient electronics have the potential to improve outcomes while simultaneously reducing costs.

Perhaps most importantly, this technology embodies a core principle of human-centered innovation: success should be measured by the quality of the outcome, not the visibility of the solution. Patients don’t want to carry technology for its own sake—they want to heal. If a dissolvable electronic device helps them recover more safely, comfortably, and efficiently before quietly disappearing, it has achieved something far more meaningful than simply demonstrating technological sophistication.

Sustainability Beyond Recycling

Sustainability conversations often focus on what happens after a product reaches the end of its life. Can it be recycled? Can its materials be recovered? Can its environmental footprint be reduced? These are important questions, but transient electronics encourage us to ask an even better one: What if there were little or nothing to recover in the first place?

Electronic waste is one of the fastest-growing waste streams in the world, fueled by billions of devices that eventually become obsolete or abandoned. While recycling programs help, they remain costly, logistically complex, and far from universal. Many devices never make it into recycling systems at all, leaving valuable materials lost and harmful substances entering the environment.

Transient electronics offer a complementary approach by designing products whose end-of-life has been considered from the very beginning. Imagine biodegradable soil sensors that monitor moisture throughout a growing season before harmlessly breaking down, environmental sensors deployed after hurricanes or wildfires that disappear once recovery efforts conclude, or smart shipping labels that monitor temperature-sensitive goods during transit without adding another piece of electronic waste to the packaging stream.

This philosophy is particularly valuable in places where recovering equipment is difficult, dangerous, or prohibitively expensive. Remote forests, agricultural fields, oceans, disaster zones, and other challenging environments could all benefit from temporary sensing technologies that provide valuable data without requiring costly retrieval missions or leaving behind long-term environmental footprints.

For innovators and experience designers, the opportunity extends beyond materials science. It is an invitation to rethink the entire lifecycle of a product. Instead of viewing disposal as an unavoidable consequence of innovation, organizations can begin designing solutions whose environmental impact naturally aligns with the duration of the problem they were created to solve. In that sense, transient electronics represent more than a new class of devices—they represent a new philosophy of responsible innovation, one where the most sustainable technology may be the technology that knows when to leave no trace.

Experience Design for Things That Intentionally Disappear

The engineering behind transient electronics is impressive, but their success will ultimately depend on something equally important: user trust. For generations, we’ve been conditioned to believe that if a device disappears, breaks down, or stops functioning, something has gone wrong. Transient electronics invert that expectation. Their disappearance isn’t a defect—it’s the successful completion of their purpose.

That creates an entirely new set of challenges for experience designers. Users need confidence that a device will remain fully functional throughout its intended lifespan and dissolve only when its work is complete. Building that confidence requires thoughtful communication before, during, and at the end of the product’s lifecycle.

Rather than simply displaying battery life or connectivity status, future interfaces may communicate remaining operational lifespan, completion milestones, or confidence indicators that reassure users everything is proceeding as planned. A medical monitoring patch, for example, might inform a patient that it has collected all required data and will safely dissolve within the next twenty-four hours. Similarly, an environmental sensor could report that its mission has concluded before entering its programmed degradation phase.

Experience designers must also consider the emotional dimension of intentional disappearance. Should a device quietly fade away without drawing attention to itself, or should it provide a sense of closure by confirming that its mission has been accomplished? The answer will vary depending on the context. A consumer product may benefit from explicit confirmation, while a healthcare device may reduce anxiety by making the transition feel effortless and routine.

Perhaps the biggest lesson is that designers must begin treating endings with the same care they devote to onboarding and daily interactions. Every product has a lifecycle, but few experiences intentionally design the final chapter. Transient electronics remind us that the end of an experience is still part of the experience itself. When technology can leave gracefully—without creating confusion, inconvenience, or waste—it demonstrates a deeper understanding of human needs. That is the essence of human-centered design.

Innovation Isn’t Always About Adding More

We often equate innovation with addition. More features. More sensors. More processing power. More connectivity. More intelligence. While those advances have undoubtedly improved countless products, they have also made many technologies more complex to own, maintain, and eventually dispose of. Transient electronics suggest a different path forward—one where innovation is measured not only by what we add, but also by what we can thoughtfully remove.

Human-centered innovation has never been about maximizing technology for its own sake. It is about maximizing value while minimizing friction. If a product can eliminate a follow-up medical procedure, reduce maintenance visits, avoid retrieval costs, or prevent electronic waste simply by being designed with a finite lifespan, then its greatest innovation may be its restraint rather than its sophistication.

This perspective encourages organizations to challenge long-held assumptions during the innovation process. Instead of asking, “How can we make this device last longer?” teams might ask, “How long does it actually need to last?” Rather than designing for every possible future scenario, they can optimize for the specific job the technology is intended to perform and allow everything else to disappear with it.

This philosophy echoes one of the central principles of experience design: every additional step, feature, or responsibility should justify its existence. Complexity is not inherently valuable. In many cases, the most elegant solution is the one that quietly removes work from people’s lives without asking for recognition.

As organizations pursue their next generation of products and services, transient electronics offer a valuable reminder that innovation is not a race to build the most permanent technology. Sometimes the greatest breakthrough comes from designing something that fulfills its purpose completely—and then gets out of the way. By embracing intentional simplicity and finite lifecycles, innovators can create solutions that are not only more sustainable but also more deeply aligned with the people they are meant to serve.

The Business Models That Could Emerge

Like many breakthrough technologies, the true impact of transient electronics may extend far beyond the devices themselves. Throughout history, transformative innovations have created entirely new business models by changing not only what organizations could build, but also how they could deliver value. Transient electronics have the potential to do the same by enabling services and experiences that were previously impractical or prohibitively expensive.

In healthcare, providers could offer temporary diagnostic services rather than permanent monitoring devices. Patients might receive dissolvable sensors tailored to a specific stage of recovery, eliminating the logistics of equipment returns and reducing inventory management. Healthcare systems would shift from managing hardware lifecycles to delivering time-bound clinical insights, creating a more seamless experience for both patients and caregivers.

Other industries could undergo similar transformations. Agricultural companies may deploy biodegradable sensor networks that monitor crops throughout a growing season before naturally decomposing. Logistics providers could incorporate transient smart labels that verify temperature, humidity, or handling conditions during shipment without creating additional waste. Construction firms might embed temporary structural monitoring devices that disappear once a building has passed critical inspection milestones, while environmental agencies could distribute short-term sensing networks following floods, wildfires, or chemical spills.

These applications point toward business models centered on outcomes rather than ownership. Organizations could package temporary sensing, event-based monitoring, compliance verification, or environmental intelligence as services, with the electronics functioning as disposable enablers rather than long-term assets. Customers would purchase the information and confidence the technology provides—not the responsibility of managing another physical device.

For innovation leaders, this represents a valuable strategic reminder. Emerging technologies rarely create value simply because they are technically impressive. They create value by enabling organizations to solve problems in fundamentally new ways. Companies that view transient electronics as an opportunity to redesign customer experiences and rethink how value is delivered—not merely as a new category of hardware—will be best positioned to capitalize on this disappearing act.

The Ethical Questions of Technology That Disappears

Every transformative technology introduces new ethical considerations, and transient electronics are no exception. While the prospect of devices that safely disappear offers compelling benefits for healthcare, sustainability, and user experience, it also raises important questions about trust, accountability, and transparency. Human-centered innovation requires us to address these questions with the same rigor we apply to the underlying engineering.

Reliability is perhaps the most immediate concern. A transient device must remain fully functional for its intended lifespan and dissolve only when appropriate. If a medical sensor were to degrade prematurely or an environmental monitor failed before completing its mission, the consequences could extend far beyond inconvenience. Designers, manufacturers, and regulators will need robust methods for validating performance, communicating expected lifespans, and ensuring users can trust that these devices will behave exactly as intended.

Transparency presents another challenge. When a device intentionally disappears, how can users verify that it has completed its task successfully? Should healthcare providers receive confirmation before a sensor dissolves? Should environmental agencies maintain permanent records of data collected by temporary monitoring systems? Designing for disappearance must not come at the expense of accountability.

There are also broader societal questions to consider. Could dissolvable electronics complicate forensic investigations or regulatory audits if physical evidence no longer exists? How should industries document the use of transient devices in highly regulated environments? As with any emerging technology, thoughtful governance will be essential to ensure that the benefits of intentional impermanence are balanced with appropriate safeguards.

Ultimately, these challenges reinforce an important principle of human-centered design: technology should earn trust, not assume it. Success will depend not only on creating devices that disappear safely, but also on designing systems that leave behind confidence, reliable data, and clear accountability. When innovation anticipates both the opportunities and the ethical responsibilities it creates, it has the greatest chance of improving lives while earning society’s lasting trust.

Frequently Asked Questions About Transient Electronics

What are transient electronics?

Transient electronics, also known as dissolvable or ephemeral electronics, are electronic devices designed to function reliably for a predetermined period before safely breaking down when exposed to triggers such as water, body fluids, heat, changes in pH, or specific biochemical conditions. Unlike conventional electronics, they are engineered with a planned end-of-life that eliminates the need for retrieval or disposal in many applications.

What are the biggest benefits of transient electronics?

The primary benefits include reducing electronic waste, eliminating device retrieval in difficult or hazardous environments, improving patient comfort in healthcare, lowering maintenance costs, and enabling more sustainable temporary monitoring solutions. By matching a device’s lifespan to its intended purpose, transient electronics remove unnecessary friction from both the user experience and the product lifecycle.

Where will transient electronics have the greatest impact?

Healthcare is expected to be one of the first industries to benefit significantly through dissolvable medical sensors, temporary implants, smart wound dressings, and drug delivery systems. Other promising applications include environmental monitoring, precision agriculture, disaster response, logistics, construction, and industrial sensing—especially where recovering equipment is difficult, expensive, or environmentally undesirable.

FutureHacking™ Is Coming

FutureHacking™ is Braden Kelley’s strategic foresight methodology — and a paid download and training program is launching soon. Register your interest now to be the first to know when it’s available, and get early access pricing.

Disclaimer: This article speculates on the potential future applications of cutting-edge scientific research. While based on current scientific understanding, the practical realization of these concepts may vary in timeline and feasibility and are subject to ongoing research and development.

Image credits: Gemini

Subscribe to Human-Centered Change & Innovation WeeklySign up here to get Human-Centered Change & Innovation Weekly delivered to your inbox every week.