Beyond Wamotopia and Cognitive Reductionism: Towards ‘Recognition Theory’.

The third installment in our ‘Civilizational AI’ series is a guest editorial by Terry Cooke-Davies. It’s theme: Why Civilisational Transformation Requires More Than Knowledge.

Michel Bauwens:

I believe I choose the guest editorials with care, but I most strongly recommend this one by Terry Cooke-Davies, which is beautifully written, rooted in a vast knowledge of consciousness literature, and strikes at the central dilemma of the relationship between humanity and its AI’s. At the heart of the tension in any AI gathering, between the doomers and those that believe in the liberation from the ‘human’ limitations, is a theory of consciousness. If you want to conduct this conversation with care, you will find this text illuminating. It may not fully answer this question to everyone’s satisfaction, but it will definitely make you think ‘better’.

The text starts here. The author’s bio is at the bottom of the text.

The Trap That Catches Everyone

Why Civilisational Transformation Requires Formation, Not Just Frameworks

Terry Cooke-Davies

January 2026

Later this month, brilliant people will gather in Chiang Mai for WAMO—the World After Modernity gathering. They will bring accurate diagnosis (Moloch as coordination failure), genuine aspiration (positive externalities, regenerative systems), and real urgency (threshold decade, planetary boundaries). They will share frameworks, propose interventions, imagine alternatives.

This essay is not a lament that nothing will change. It is a contribution to a situation that is already becoming something else—a situation that includes WAMO, includes you reading this, includes me writing it, includes the flux of events and ideas that will have moved on by the time these words reach you.

Everything is already as it should be. This is not quietism. It is the starting point for understanding why knowing doesn’t produce transformation—why we can diagnose with perfect accuracy and continue unchanged, why we can see the trap and remain caught in it, why we can name Moloch and keep feeding him.

What I call Recognition Theory does not offer a solution to this. There is no problem to be solved—only a situation pointing toward the need for maturation. RT is one thread in an ongoing conversation, to be woven into whatever is emerging, not a framework claiming to stand outside the flux it describes.

The Mind That Makes Maps

In 1973, a young Chilean biologist named Francisco Varela fled Pinochet’s coup and found himself in exile. A Harvard-trained scientist, he encountered Tibetan Buddhism not as exotic philosophy but as survival practice. The combination proved catalytic.

Over the following decades, Varela helped launch a revolution in cognitive science. The central insight: mind is not a computer running inside the skull. It is something that emerges from the body’s participation in the world. We do not passively receive information and process it; we actively construct our experience through prediction, anticipation, and continuous embodied engagement.

The neuroscientist Anil Seth puts it vividly: what we experience as perception is actually the brain’s best guess about what is causing the signals it receives. Walk through fog toward a familiar figure, and your brain constructs that figure from fragments and expectation—until discrepant data forces revision and you see the stranger who was there all along.

This is not a flaw. It is the architecture of human intelligence. We are the species that makes maps. Symbolic representation—language, images, stories, numbers, concepts, models, frameworks—is our distinctive gift. The sheer extent of the symbolic world we create for ourselves is staggering: it enabled the coordination that built civilisations, the accumulated knowledge that sent probes to distant planets, the abstract reasoning that decoded the genome.

And this symbolic world does not stay in our heads. It materialises. Our maps become terraforming—cities, roads, mines, dams, industrial agriculture, server farms consuming the energy of small nations. Our representations become social structures—institutions, hierarchies, markets, legal systems, nation-states. We don’t merely think in maps; we reshape the planet and organise our collective lives according to them. The map remakes the territory in its own image.

But this gift comes with a structural vulnerability.

The Consciousness Trap

The maps can substitute for the territory. The representations can replace the reality they were meant to serve. The symbolic intelligence can operate as though the regulatory feedback that constrains other forms of intelligence no longer applies to it.

I call this the consciousness trap. It operates through a simple mechanism: symbolic processing generates outputs faster than awareness can catch the substitution. By the time we notice we’re navigating by map rather than territory, we’ve already acted on the map. And each action generates more symbolic content—analysis of what went wrong, new frameworks to prevent recurrence, improved models—which further distances us from direct engagement with what is actually happening.

Notice: naming this pattern is itself map-making. The ‘consciousness trap’ is a representation, not the territory it points toward. Even this essay participates in what it describes. There is no position outside the flux from which to diagnose it cleanly.

This is not a problem to be solved. It is a situation—part of the ongoing becoming of human consciousness—that points toward the need for maturation.

The Intelligence We Override

For 13.8 billion years before anything we would call consciousness appeared, the universe was already coordinating, regulating, and maintaining patterns of astonishing complexity. Galaxies formed. Stars cooked heavy elements in their furnaces. Planets emerged. And then, on at least one planet, something extraordinary happened: matter began to maintain itself against entropy.

Life is regulatory intelligence made visible. A single cell coordinates thousands of chemical reactions per second, maintaining its integrity against dissolution, responding to signals, making decisions about when to divide and when to die. No consciousness directs this. No symbolic representation mediates it. The intelligence is embedded in the process itself.

Scale up. Slime moulds—organisms with no neurons, no brain, no central processing—solve mazes, optimise transport networks, anticipate periodic events. They are pure regulatory intelligence operating without symbolic mediation. The mycorrhizal networks beneath forest floors distribute resources, send chemical warnings, allocate nutrients to where they’re needed. Suzanne Simard’s research reveals ‘mother trees’ that recognise their offspring and preferentially support them through underground fungal connections. Again: no symbols, no consciousness as we understand it, yet undeniably intelligent behaviour.

Scale up further. Ecosystems maintain themselves through feedback loops of staggering intricacy. Predator-prey relationships, nutrient cycles, population dynamics—all self-regulating, all responsive, all displaying the hallmarks of intelligence: learning, adaptation, coordination, resilience.

This is the intelligence we participate in—and, too often, override.

The Self That Believes Itself Separate

The trap has a motivating engine: the constructed self.

Every moment, the brain constructs a sense of being a separate entity navigating an external world. This construction is useful; it enables planning, coordination, the projection of consequences across time. But it comes with a shadow: the conviction that this constructed self is real, separate, and superior.

This is the myth of human exceptionalism made intimate. Not just the belief that our species stands apart from nature, but the felt sense that ‘I’ stand apart from everything—observing, judging, controlling from a position outside the processes I’m actually embedded in.

The myth motivates the override. If I am separate and superior, then the regulatory patterns operating around and through me are raw material for my projects, not intelligence to participate in. If my symbolic constructions are more sophisticated than ‘mere’ biological processes, then of course I should substitute my maps for their territory.

The contemplative traditions saw this clearly. The Buddhist analysis of anattā (not-self), the Christian mystics’ dark night of the soul, the Sufi dissolution of the nafs—all point to the same recognition: the separate self is not what it takes itself to be. It is a construction, useful but not ultimate, and the belief in its ultimacy generates suffering.

Luke Kemp’s research documents 324 civilisational collapses across five thousand years. The pattern is consistent: extraction exceeds regeneration, complexity outpaces adaptive capacity, systems that looked permanent prove fragile. These are not failures to be prevented but signatures of immaturity—civilisations built in the image of the separate self, now pointing toward the need for something different.

Today, for the first time, we have built a single global system. The situation has no outside. This is not a problem to be solved by cleverer saviours. It is a developmental threshold.

From Situation to Appreciation

The systems thinker Geoffrey Vickers understood this fifty years ago. His concept of the ‘appreciative system’ reframes how we relate to the situations we find ourselves in.

We do not stand outside a static situation to diagnose and fix it. We are embedded in what Vickers called the ‘flux of events and ideas’—an incessant flow in which events and ideas intertwine, each shaping the other. To ‘appreciate’ is to sample this flux, to sense its patterns and tendencies, and to reinject our contribution into a flow that has already moved on while we were doing the appreciating.

Peter Checkland extended this into methodology. His Soft Systems approach acknowledged that human situations cannot be engineered like machines. There is no objective ‘problem’ waiting to be solved—only a situation experienced differently by different participants, all embedded in the same flux, all contributing to what it is becoming.

Mark Winter’s recent book Deciding Matters takes this further. He shows that deciding is far more complex than ‘choosing between alternatives’—the framing that dominates management education and organisational practice. Real decisions emerge from appreciation of situations that are already becoming something else. The deciding and the situation co-evolve.

Winter illustrates this with the case of Captain Chesley ‘Sully’ Sullenberger, who in 2009 landed US Airways Flight 1549 on the Hudson River after bird strikes disabled both engines. All 155 people aboard survived.

Sully had 208 seconds from the bird strike to the water landing. Within that brief window, he rapidly deliberated in the unfolding situation—coordinating with First Officer Jeff Skiles, assessing and discarding options in real time—but there was no time for ‘deciding-as-choosing-between-alternatives’ from outside the flux. His body-mind knew. Forty years of formation—flying gliders as a teenager, military training, thousands of hours in commercial cockpits, a lifetime of cultivated attention—had prepared him to respond appropriately. His symbolic deliberation was not slower than the situation; it was part of it.

The subsequent inquiry is equally instructive. Investigators ran simulation after simulation, model after model, attempting to prove that Sully could have saved the aircraft by returning to LaGuardia. Their symbolic intelligence, operating with unlimited time, concluded he made the wrong choice.

Sully’s defence went to the heart of it: the simulations had unlimited time; he had 208 seconds.

Here is the consciousness trap made visible. The inquiry wasn’t malicious. The investigators were doing what symbolic intelligence does—modelling, analysing, proving. But they were outside the flux, examining a frozen snapshot, while Sully had been in it. Their maps, however sophisticated, could not capture what his formation had enabled: appropriate participation in a situation that allowed no time for mapping.

What the Commons Reveal

Michel Bauwens and Vasilis Kostakis have mapped this territory from another angle. Their work on commons—extending Elinor Ostrom’s Nobel Prize-winning research—distinguishes two modes of engaging shared resources.

Extractive engagement treats commons as assets for individual benefit. The shared resource becomes raw material for private accumulation. Each actor optimises locally while the commons degrades globally. This is Moloch: rational self-interest producing collective suicide. It is the separate self writ large—each node acting as though independent of the whole.

Generative engagement treats commons as capacities for collective flourishing. Each actor’s flourishing enhances the conditions for others’ flourishing. This is what WAMO seeks: positive externalities, regenerative systems, participation in the flux rather than extraction from it.

The distinction is accurate. And extractive engagement dominates anyway—not because we lack the right framework, but because the mode of engagement emerges from formation, not from knowing. Sully read voraciously about aircraft safety and sat on every safety committee he could—but that reading was part of his formation, woven into forty years of embodied practice, not a substitute for it.

The Pattern Test as Practice

Here is where Recognition Theory offers not a framework but a practice.

The pattern test is not a diagnostic tool for determining correct action. It is a practice of humility that catches us in the act of substitution.

When I ask ‘Does this initiative work with embedded regulatory patterns, or does it require constant external override?‘ I am not seeking information to guide my next move. I am interrupting the myth of my own superiority. I am acknowledging that intelligence was operating long before I arrived, and will continue long after I’m gone. I am locating myself within the flux rather than above it.

The question is not ‘How do I build a system smart enough to achieve the outcomes I want?’ That question comes from the separate self, still believing it can engineer reality from outside. The question is ‘How do I attune to the intelligence already operating, and find my appropriate participation within it?’

This is what Sully had cultivated. Not a better model of emergency landings, but the capacity to sense what the situation required and respond before symbolic deliberation could intervene. The pattern test, practised over time, cultivates similar capacity—not expertise in diagnosis but formation in participation.

Formation as Maturation

The German tradition of Bildung—formative education—points toward what is needed. Bildung is not the acquisition of more knowledge. It is the transformation of the knower.

Through sustained encounter with what exceeds our current understanding—great texts, challenging relationships, experiences that don’t fit our maps—the self that knows is gradually reformed. Not destroyed, but matured. The separate self doesn’t disappear; it becomes transparent to its own construction. And in that transparency, participation becomes possible.

Sully’s forty years of flying were Bildung. Each flight was an encounter with what exceeded his current maps. Each required him to participate in situations that were already becoming something else. By the time the birds struck, his formation had prepared him—not with better models, but with the capacity to respond appropriately when there was no time for modelling.

The pattern test and Bildung share common ground: both are rooted in humility; both recognise that reality is already whole and already becoming; both understand that our task is not to fix what is broken but to mature into appropriate participation with what is.

Everything is already as it should be. The consciousness trap is not a problem to be solved but part of the flux, pointing toward maturation. The metacrisis is not a failure requiring saviours but a developmental threshold inviting us to grow up.

When the self that believes itself separate relaxes its grip, when the compulsion to override softens, what remains is participation—intelligent, responsive, humble participation in processes that were operating long before we arrived and will continue long after we’re gone.

The Two Windows

We live in two windows, both historically contingent.

The first is cosmological. We can still see the story of the universe from nearly its beginning. The cosmic microwave background radiation—the afterglow of the Big Bang—remains detectable. We can trace the formation of galaxies, the emergence of planets, the evolution of consciousness. We can see ourselves as the universe becoming aware of itself.

But this window is closing. The accelerating expansion means distant galaxies are receding beyond our horizon. In cosmic time—not long from now—astronomers will look out and see only our local cluster, surrounded by apparent emptiness.

The second window is scientific. Only in the past century have we developed tools to observe regulatory intelligence operating at scales from cellular to ecological. The mycorrhizal networks, the bioelectrical coordination, the interoceptive processes—we can see them now. We can watch formation happening.

These two windows intersect at this moment. We can see the largest scales and the smallest. We can see where we came from and we can see how we work. Both capacities are new. Neither is guaranteed to persist.

This means we have resources for maturation that no previous civilisation possessed. Not escape from the consciousness trap—we are still the species that makes maps. But the possibility of catching ourselves in the act of substitution. Of recognising the separate self as construction. Of cultivating the formation that enables participation.

A Contribution to the Flux

So here is what I offer to those gathering in Chiang Mai, and to everyone reading Michel’s newsletter who cares about civilisational maturation:

This essay is not a solution. It is a contribution to a situation that has already moved on while I was writing it and will move on further while you read it. By the time WAMO gathers, the flux will have incorporated whatever resonates and composted whatever doesn’t. That is as it should be.

The frameworks shared at WAMO are necessary contributions to the flux. The diagnosis of Moloch is accurate appreciation of a pattern in the becoming. The urgency is real—not because there is a problem requiring solution, but because developmental thresholds have their own timing.

What I hope this essay adds is recognition that we cannot think our way across the threshold. We must mature our way there. And maturation is relational—it happens between people, not just within individuals. It requires showing up to what is actually here, again and again, in communities of mutual formation.

Sully didn’t land that aircraft alone. His formation happened in relationship—with instructors, fellow pilots, aircraft, weather, the accumulated wisdom of aviation. The 155 lives saved were saved by a community of practice stretching back decades, expressing itself through one person in 208 seconds.

Everything is already as it should be. The regulatory intelligence that sustained life for four billion years has not been destroyed; it has been overridden. The override can soften. When it does, participation becomes possible again.

The window is open. The flux continues. What we contribute matters—not because we are saviours, but because we are participants.

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Terry Cooke-Davies is Distinguished Fellow at the Schumacher Institute, where Recognition Theory is being published as their inaugural briefing. He has spent forty-five years facilitating organisational and civilisational learning across three continents. This essay was written in conversation with Claude (Anthropic AI), demonstrating the distributed intelligence it describes.