Tag Archives: choice

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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It Starts with Choosing What to Do

It Starts with Choosing What to Do

GUEST POST from Mike Shipulski

In business you’ve got to do two things: choose what to do and choose how to do it well. I’m not sure which is more important, but I am sure there’s far more written on how to do things well and far less clarity around how to choose what to do.

Choosing what to do starts with understanding what’s being done now. For technology, it’s defining the state-of-the-art. For the business model, it’s how the leading companies are interacting with customers and which functions they are outsourcing and which they are doing themselves. In neither case does what’s being done define your new recipe, but in both cases it’s the first step to figuring how you’ll differentiate over the competition.

Every observation of the state-of-the-art technologies and latest business models is a snapshot in time. You know what’s happening at this instant, but you don’t know what things will look like in two years when you launch. And that’s not good enough. You’ve got to know the improvement trajectories; you’ve got to know if those trajectories will still hold true when you’ll launch your offering; and, if they’re out of gas, you’ve got to figure out the new improvement areas and their trajectories.

You’ve got to differentiate over the in-the-future competition who will constantly improve over the next two years, not the in-the-moment competition you see today.

For technology, first look at the competitions’ websites. For their latest product or service, figure out what they’re proud of, what they brag about, what line of goodness it offers. For example, is it faster, smaller, lighter, more powerful or less expensive? Then, look at the product it replaced and what it offered. If the old was faster than the one it replaced and the newest one was faster still, their next one will try to be faster. But if the old one was faster than the one it replaced and the newest one is proud of something else, it’s likely they’ll try to give the next one more of that same something else.

And the rate of improvement gives another clue. If the improvement is decreasing over time (old product to new product), it’s likely the next one will improve on a new line of goodness. If it’s still accelerating, expect more of what they did last time. Use the slope to estimate the magnitude of improvement two years from now. That’s what you’ve got to be better than.

And with business models, make a Wardley Map. On the map, place the elements of the business ecosystem (I hate that word) and connect the elements that interact with each other. And now the tricky part. Move to the right the mature elements (e.g., electrical power grid), move to the middle the immature elements (things that are clunky and you have to make yourself) and move to the middle the parts you can buy from others (products). There’s a north-south element to the maps, but that’s for another time.

The business model is defined by which elements the company does itself, which it buys from others and which new ones they create in their labs. So, make a model for each competitor. You’ll be able to see their business model visually.

Now, which elements to work on? Buy the ones you can buy (middle), improve the immature ones on the far left so they move toward the central region (product) and disrupt the lazy utilities (on the right) with some crazy technology development and create something new on the far left (get something running in the lab).

Choosing what to work on starts with Observation of what’s going on now. Then, that information is Oriented with analysis, synthesis and diverse perspective. Then, using the best frameworks you know, a Decision is made. And then, and only then, can you Act.

And there you have it. The makings of an OODA loop-based methodology for choosing what to do.

For a great podcast on John Boyd, the father of the OODA loop, try this one.

And for the deepest dive on OODA (don’t start with this one) see Osinga – Science, Strategy and War.

Image credit: Google Gemini

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Taking Personal Responsibility – Seeing Self as Cause

Taking Personal Responsibility – Seeing Self as Cause

GUEST POST from Janet Sernack

In our last two blogs on Taking Personal Responsibility, we stated that when people aren’t taking personal responsibility, they cannot be accountable, they will fail in their jobs, and their teams, and fail to grow as individuals and as leaders. Taking personal responsibility is an especially crucial capability to develop self-awareness and self-regulation skills in the decade of both disruption and transformation. It all starts with seeing self as the cause of what happens to us, rather than baling it on the effects events and problems have on us! Where people can learn to recognize the structures at play in their lives and change them so that they can create what they really want to create in their lives, teams, or organizations.

In the last two blogs, we shared a range of tips for shifting people’s location, by creating a line of choice, to help them shift from being below the line and blaming others for their reactive response, to getting above the line quickly.  Through shifting their language from “you, they and them” to “I, we and us” and bravely disrupting and calling out people when they do slip below the line. How doing this allows people to also systemically shift across the maturity continuum, from dependence to independence and ultimately towards interdependence.

In a recent newsletter Otto Scharmer, from the Presencing Institute states “Between action and non-action there is a place. A portal into the unknown. But what are we each called to contribute to the vision of the emerging future? Perhaps these times are simply doorways into the heart of the storm, a necessary journey through the cycles of time required to create change”.

Creating the place – the sacred pause

When I made a significant career change from a design and marketing management consultant to becoming a corporate trainer, one of the core principles I was expected to teach to senior corporate managers and leaders was taking personal responsibility.

Little knowing, that at the end of the workshop, going back to my hotel room and beating myself up, for all of the “wrongs” in the delivery of the learning program, was totally out of integrity with this core principle.

Realising that when people say – those that teach need to learn, I had mistakenly thought that I had to take responsibility for enacting the small imperfections I had delivered during the day, by berating myself, making myself “wrong” and through below the line self-depreciation!

Where I perfectly acted out the harmful process of self-blame, rather than rationally assessing the impact of each small imperfection, shifting to being above the line where I could intentionally apply the sacred pause:

  • Hit my pause button to get present, accept my emotional state,
  • Connect with what really happened to unpack the reality of the situation and eliminate my distortions around it,
  • Check-in and acknowledge how I was truly feeling about what happened,
  • Acknowledge some of the many things that I had done really well,
  • Ask myself what is the outcome/result I want for participants next program?
  • Ask myself what can I really learn from this situation?
  • Consciously choose what to do differently the next time I ran the program.

I still often find myself struggling with creating the Sacred Space between Stimulus and Response and have noticed in my global coaching practice, that many of my well-intentioned clients struggle with this too.

The impact of the last two and a half years of working at home, alone, online, with minimal social interactions and contact, has caused many of them to languish in their reactivity, and for some of them, into drowning in a very full emotional boat, rather than riding the wave of disruptive change.

Being the creative cause

In our work at ImagineNation, whether we help people, leaders and teams adapt, innovate and grow through disruption, their ability to develop true self-awareness and be above the line is often the most valuable and fundamental skill set they develop.

It then enables us to make the distinction that creating is completely different from reacting or responding to the circumstances people find themselves in by applying the sacred pause.

When people shift towards seeing self as the cause they are able to create and co-create what they want in their lives, teams or organization by learning to create by creating, starting with asking the question:

  • What result do you want to create in your life?
  • What is the reality of your current situation?

This creates a state of tension, it is this tension that seeks resolution.

In his ground-breaking book The Path of Least Resistance Robert Fritz, goes on to describe and rank these desired results as “Fundamental Choices, Primary Choices, and Secondary Choices.”

Because there is one thing that we can all do right and is totally in our control – is to shift towards seeing self as the cause and make a set of conscious choices, with open hearts, minds, and wills, as to how we think, feel and choose to act.

“We are the creative force of our life, and through our own decisions rather than our conditions, if we carefully learn to do certain things, we can accomplish those goals.”

We all have the options and choices in taking responsibility, empowering ourselves and others to be imaginative and creative, and using the range of rapid changes, ongoing disruption, uncertainty, and the adverse pandemic consequences, as levers for shifting and controlling, the way we think, feel.

Benefits of seeing self as the cause and being above the line

Applying the sacred pause to make change choices in how we act – and being brave and bold in shifting across the maturity continuum, will help us to cultivate the creativity, interdependence, and systemic thinking we all need right now because it:

  • Helps people self-regulate their reactive emotional responses, be more open-hearted and emotionally agile, and helps develop psychologically safe work environments where people can collaborate and experiment, and fail without the fear of retribution or punishment.
  • Enables people to be more open-minded, imaginative, and curious and creates a safe space for continuous learning, maximizing diversity and inclusion, and proactive intentional change and transformation.
  • Promotes ownership of a problem or challenging situation and helps develop constructive and creative responses to problems and an ability to take intelligent actions.
  • Gives people an opportunity to impact positively on others and build empowered trusted and collaborative relationships.
  • Enables entrepreneurs and innovators to invent creative solutions and drive successful innovative outcomes.
  • Building the foundations for accountability, where people focus their locus of control on what they promise to deliver, enables them to be intrinsically motivated, and take smart risks on negotiating outcomes that they can be counted on for delivering.

Tips for seeing self as the cause and operating above the line

Taking personal responsibility and seeing self as the cause involves:

  • Acknowledging that “I/we had a role or contributed in some way, to the fact that this has not worked out the way “I/we wanted.”
  • Clarifying the outcome or result in you want from a specific situation or a problem.
  • Seeking alternatives and options for making intelligent choices and actions, and using the language of “I/we can” and “I/we will” to achieve the outcome.
  • Replacing avoiding, being cynical and argumentative, blaming, shaming, controlling, and complaining with courageous, compassionate, and creative language and acts of intention.
  • People become victors who operate from “self as cause” where they are empowered to be the creative forces in their own lives by making fundamental, primary, and secondary change choices.
  • Trust your inner knowing and deep wisdom that everything has a specific and definable cause and that each and every one of us has the freedom to choose how to respond to it.

Back to leadership basics

As Stephen Covey says, people need to deeply and honestly say “I am what I am today because of the choices I made yesterday” because it’s not what happens to us, it’s our reactive response to what happens that hurts us.

Being willing to step back, retreat, and reflect on the gap between the results you want, and the results you are getting all starts with stepping inward, backward, and forwards, using the sacred pause, to ask:

  • What happened? What were the key driving forces behind it?
  • How am I/we truly feeling about it?
  • What was my/our role in causing this situation, or result?
  • What can I/we learn from it?
  • What is the result/outcome I want to create in the future?
  • What can I/we then do to create it?

As a corporate trainer, consultant and coach, I found out the hard way that developing the self-awareness and self-regulation skills in taking personal responsibility and seeing self as the cause is the basis of the personal power and freedom that is so important to me, and almost everyone else I am currently interacting with.

It’s the foundation for transcending paralysis, overwhelm, and stuck-ness and activating our sense of agency to transform society and ourselves.

This is the third and final blog in a series of blogs on the theme of taking responsibility – going back to leadership basics. Read the previous two here:

Find out about our learning products and tools, including The Coach for Innovators, Leaders, and Teams Certified Program, a collaborative, intimate, and deeply personalized innovation coaching and learning program, supported by a global group of peers over 9-weeks, starting Tuesday, October 18, 2022. It is a blended and transformational change and learning program that will give you a deep understanding of the language, principles, and applications of an ecosystem focus,  human-centric approach, and emergent structure (Theory U) to innovation, and upskill people and teams and develop their future fitness, within your unique context.

Image credit: Pixabay

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