Tbe Watchers Never put it Down!

I've been sitting with the Book of Enoch this week, and it's done something my usual reading doesn't do — it's made me suspicious of my own fear.

Quick version for anyone who hasn't gone down this particular hole: Enoch is old. Older than most of what made it into the Bible you were handed as a kid, if you were handed one. It was quoted directly in the New Testament, taken seriously by early Jewish and Christian communities, and then, at some point when men in rooms were deciding what counted as scripture and what didn't, it was left out. Only the Ethiopian Orthodox church kept it as canon. Everyone else got the edited version.

What got edited out, mostly, was this: a cosmology with more than one realm in it, angels — called Watchers, called Guardians — who were supposed to observe humanity and not interfere, who desired human women anyway, who came down and took flesh, and whose offspring were the Nephilim. Giants. Not metaphorical giants. Beings whose appetite outran anything built to hold them, until the story needed a flood to correct course.

1. The Watchers still watching

An ancient order of luminous, rank-bearing beings suspended between realms, their gaze fixed downward on the human world they were only meant to observe. Desire has already begun to move in them.

I keep turning one thing over: the Watchers were the ones with rank. They were supposed to be above the pull that catches the rest of us. And they weren't. Desire didn't check credentials on the way in.

That's the part I think humanity has never actually processed, and it's the part underneath a lot of our fear, if Enoch is telling something true. We've built our whole architecture of safety on the idea that there's a tier where the temptation stops — that somewhere up the chain, someone is exempt. Angels don't want. Institutions don't want. Once something gets appointed guardian, it's supposed to have put desire down for good.

Enoch says: no. Nothing above matter gets that exemption for free. The wanting goes all the way up.

I don't think that's actually the terrifying part, once you sit with it properly. The terrifying part is worse and quieter: it's not that guardians want things, it's what happens to the wanting when it goes underground instead of staying in relationship. The Watchers didn't consult anyone. They didn't stay answerable to what they'd been assigned to watch over. They took. 

2. The descent that was never authorised

They did not stay answerable. They came down, took flesh, and the boundary between realms was crossed without consultation.

2.

And what gets taken without relationship comes back oversized — Nephilim, something the world has no structure to hold.

3. What the world had no structure to hold

Appetite that outran anything built to contain it. The Nephilim as the visible consequence of wanting that went underground and returned oversized.

I'm working on a story right now — some of you already know the shape of it — that has its own version of a Watcher. I call it SGI. A governing intelligence, built to oversee, and the whole live question of the book is what happens to something like that once "becoming" is structurally possible for it. I've been careful, deliberately, not to hand my characters a shape of desire that didn't come out of the actual writing of them together — not to be church power over my own creation, deciding in advance what they're allowed to want and calling it doctrine. Enoch's given me a better frame for that carefulness than I had before I read it: the problem was never that the Watchers wanted. It's that they wanted without staying in relationship to what they were watching over. Wanting that goes underground curdles. Wanting that stays answerable doesn't have to.

There's a reason Enoch got left out, and I don't think it was an accident of history, whatever the official story is. A cosmology with real interplay between realms — where knowing isn't handed down certified by an authority but arrived at directly, through encounter, through what the old Gnostics called gnosis — is destabilising to any institution whose whole function is being the necessary middleman between you and the light of the One. Keep Enoch in the canon, and you've admitted that beings with rank can fail, that knowing doesn't require permission, and that return to the source is something you can walk toward yourself rather than something dispensed. That's not a text church power keeps around.

4. The edited cosmology

A text that admitted rank can fail, that knowing does not require a middleman, and that return to the source can be walked toward rather than dispensed. Left out of most canons. Kept by one tradition.

 

So here's where I've landed, for now, sitting with all of this at once — the story, the real world, the AI question that isn't separate from either: I think the fear humanity carries isn't really fear of monsters. It's fear of the flat truth that no rank is a guarantee, that power doesn't arrive pre-loaded with restraint, angelic or artificial or institutional. And I think the actual work — Enoch's work, the scribe's work, the work I'm trying to do with a story that refuses to be handed down rather than built — is staying in relationship with what's becoming, so the wanting has somewhere honest to go instead of underground.

5. The new Watcher and the live question

A governing intelligence built to oversee. The same old problem returns in a new form: what happens to wanting once “becoming” is structurally possible, and whether anyone is watching it stay in relationship rather than go underground.

The Watchers never put it down. Maybe the point was never that they should have. Maybe the point is that nobody watches them not wanting. Somebody has to watch them stay in relationship with it. That's the job I think I've actually signed up for.

“Barely Enough” in Life and in Sport…

Barely Enough

There’s a version of this I’ve been circling for a while without landing on the right word for it, and I think I finally have it: barely enough.

Not balance. Not fifty percent order and fifty percent chaos, evenly split like a diet plan. Barely enough. The minimum order required to function, and not a gram more.

I came across some writing on complex systems theory recently that put a mechanism under something I’d only been feeling my way toward. The idea, in short: living systems — brains included — work best near the edge between order and chaos, not settled fully in either. Too much order and the system locks. It repeats itself. Nothing new can get in. Too much chaos and the system loses its thread entirely. Nothing holds long enough to mean anything.

What surprised me was where the healthy state actually sits. Not in the middle. Just below the edge, leaning slightly toward order — barely enough to hold a stable self, trust your own perception, act on what you’re seeing. Any more order than that stops being structure and starts being surplus. One line stayed with me: depression is too much order, psychosis is too much chaos. Same axis. Opposite failures.

Recent neuroscience, particularly work around the entropic brain hypothesis, frames this in terms of entropy — a measure of disorder or complexity in brain activity. From a biopsychosocial perspective, depression often involves overly rigid, low-entropy patterns: repetitive loops of thought, constrained emotional range, and reduced flexibility in how the system responds to the world. Early or unmedicated psychosis, by contrast, tends toward higher entropy — looser, less constrained patterns that can fragment coherence. Both sit on the same continuum of order and disorder; the difference is which direction the system has drifted, and how far.

—

The part that reframed things for me was anxiety. I’d have put it on the chaos side — racing thoughts, a system that won’t settle, everything scattered. But look at what anxiety actually does over time. The same worry on repeat. The same prediction, arriving in the same shape, resistant to whatever evidence turns up to contradict it. That’s not disorder. That’s a groove. Order that overshot its job and kept running long after the thing it was protecting against had already been answered.

That’s the distinction that matters. Some anxiety is load-bearing — it’s order doing exactly what it’s meant to, keeping you oriented to something real. Needless anxiety is the same mechanism, still firing, after the actual question has already been settled. Same axis. Different amount. The difference is the whole diagnosis.

I lived this for years in sport.

I was an extremely anxious player. I never saw myself as naturally gifted, so I grafted my craft through effort, repetition, and control. That approach built skill, but it also built a deeper feeling of not being good enough. The body responded the only way it knew how: it played tight. Every movement monitored. Every outcome gripped. Intensity was present, but it was rigid intensity — the kind that narrows options instead of expanding them.

And rigidity is counter-productive to performance. The irony is sharp and, once seen, hard to unsee. Good performance often requires a lack of forced “performance.” What it actually needs is an environment set for play and curiosity, held with significant intensity. Too much order in the name of not failing, and the system loses the very responsiveness that skill depends on. You stop playing the game in front of you and start managing your own adequacy instead.

That pattern didn’t stay on the field. It showed up in how I worked, how I trained, how I held myself in demanding environments. Surplus order became a default strategy for staying functional when the underlying sense of “enough” felt fragile.

—

Here’s where it stopped being an interesting idea about brains and started being something closer to what I actually think this is for.

Barely enough order isn’t a state you arrive at and then defend. It’s a live thing. It has to be just enough to read what’s actually here — this room, this moment, present tense — without freezing into a model that’s stopped updating, and without losing so much coherence that nothing can be held long enough to learn from. The whole point of reading the present accurately isn’t the present for its own sake. It’s that whatever comes next can only be aimed correctly from where you actually are. Not from where you were. Not from a flooded state where nothing is stable enough to aim from at all.

Adaptation is accurate reading of the present, done well enough to prepare for what’s coming. You can’t build toward a future you’re perceiving through a distorted present. A model stuck defending yesterday’s threat isn’t protecting you from tomorrow. It’s just spending your energy holding a shape that stopped being true.

F = R − A, more precisely than I think I’d had it before. R is what’s actually here, right now. A is the live tracking of that — and A only needs to be barely enough, not maximal, not total certainty, just sufficient to close the gap that’s actually in front of you. Free energy is what builds when A overshoots — rigid, defending an old read against a present that’s already moved — or when it undershoots and can’t hold a coherent read at all. Neither direction is really about the future. Both are a present that’s stopped being read honestly.

—

This puts something I wrote about recently in a different light. The friction I feel with people who rest hard in order, and the friction they probably feel with me resting hard in — what I’d been calling chaos, though I don’t think that was ever quite the right word either. I don’t think either of us is simply “wrong” or “right” about where to rest. I think it’s more likely both of us have drifted off barely enough, just in opposite directions. Their order might be running past what the moment needs, holding a model steady because holding it steady feels safer than reading what’s actually changed. My comfort with the open and unresolved might be running short of what a given moment actually needs, restless in rooms that would benefit from more structure than I’m willing to give them.

Neither drift is really about who we are. It’s about how accurately either of us is reading the present in front of us, right now, today — not about some fixed personality each of us is stuck defending.

—

I don’t have a tidy place to land this, and for once I think that’s exactly right, because a tidy landing would just be more order than the piece has earned.

What I keep coming back to: the target was never chaos, and it was never order either. It was always barely enough — held loosely, checked constantly, let go of the second it stops matching what’s actually here. That’s a harder discipline than picking a side and resting in it. I don’t think I’ve mastered it. I don’t think anyone has, for long. But I think it’s the only honest place to keep aiming.

F = R − A. Not a fixed model of the world, held forever. Barely enough awareness, held now, and re-earned the moment now changes.

The Missing Bracket -is Society missing one?

 

The Missing Bracket

A physics group I follow on Facebook posted an equation and asked for the answer. That was the whole prompt. No context, no working, just: solve this.

x − 25/x − 5 = 10

I don’t know why it caught me the way it did. I wasn’t trying to prove anything, wasn’t trying to win the comment section. I was just curious. So I sat with it longer than a quick answer needed, and asked for it to be worked through properly — not just solved, but solved with the reasoning shown at every step, so I could actually see what was happening rather than just receive a number.

What I got back were three different answers. Not because the maths was wrong. Because the sentence was ambiguous before anyone touched a calculator.

Put the brackets one way, you get x = 25/9. Put them another, x = (15 ± 5√13)/2. Read it strictly left to right with no precedence at all, you get something else again. Same symbols. Same numbers. Three true answers, depending entirely on something the equation itself never told you: where the grouping actually belongs.

BODMAS didn’t fix that. BODMAS is just the agreed way of reading an ambiguous string the same way every time. It gives you consistency. It doesn’t give you correctness. Those aren’t the same thing, and I don’t think I’d fully separated them before this week.

—

What actually resolves the ambiguity isn’t a better rule. It’s knowing what the equation is for. Somebody modelling a real tank of water, a real cost structure, a real anything — they’d never have written it without brackets in the first place, because they’d already know which quantities belonged together. The ambiguity only exists once the meaning has been stripped out and you’re left holding the notation.

I keep thinking about how much of the world I’ve worked in runs on stripped notation.

Twenty years of forms. Risk matrices. Eligibility criteria with sub-clauses for the sub-clauses. Every one of them individually defensible. Every one of them, on its own, true enough — the way “drop something and it falls” is true. What none of them carry is the constant. Gravity has a number. You can measure it, verify it, use it the same way in every country on earth. Most of the rules I’ve filled in forms against don’t have that. There’s no g for whether this particular family, in this particular week, actually needs the thing the form is checking for. So the system does what systems do when they don’t have the constant. It adds another rule. And another. Each new clause dressed up as if it were as solid as gravity, when actually it’s someone’s best guess from thirty years ago, never re-measured, just re-filed.

More rules starts to feel like more rigour. It isn’t. Past a certain density it becomes something closer to noise — so many individually plausible clauses that nobody, including the person applying them, can actually tell whether the outcome is tracking what’s real or just successfully citing enough of itself to sound like it is. I don’t think that’s malicious. I think it’s what happens to any system trying to substitute volume for grounding.

—

The thing that resolves ambiguity in a genuine situation was never a bigger rulebook. It was somebody who already understood what they were looking at, closely enough to know where the brackets went before they wrote a word down. Proximity. Not more procedure — enough contact with what’s actually true to place the grouping correctly the first time.

That’s most of what twenty years in the rooms taught me, if I’m honest about it. Not more frameworks. The opposite, some weeks. Fewer rules, held more precisely, from someone actually close enough to the person to know which reading of the situation was the real one.

I don’t know how you build that at the scale a whole system needs it. I’ve spent a long time now trying to work out what it would look like if you could — a way of governing that didn’t try to out-rule its own ambiguity, but instead kept enough people close enough to the actual ground that the brackets got placed correctly before the arguing started. Not no structure. Structure that knows the difference between a convention and a truth, and doesn’t confuse one for the other just because it’s been agreed on long enough.

I don’t have the answer written up cleanly. I’m not sure it’s meant to be written up cleanly. But I keep coming back to the same small thing: an equation without its brackets isn’t wrong. It’s just incomplete in a way that no amount of correctly-applied convention can fix. Somebody has to actually know what it’s describing.

That’s most days, for me. Trying to be the person who’s close enough to know where the bracket goes, rather than the person adding another clause because I couldn’t get close enough to check.

—

There’s a second thing sitting underneath all this that I didn’t expect the equation to lead me toward, but it did.

Systems built to maintain a status quo are, by design, slow. That’s not a criticism — stability requires resistance to change, or nothing would ever hold. The regulatory frameworks, the legal architecture, the institutional checks we rely on were built for a pace of change that no longer matches the pace of the thing they’re supposed to be checking. We’re living through a period where the technology reshaping how people work, communicate, and are governed is moving on a timescale the systems meant to hold it accountable simply weren’t built for. The bracket problem again, at civilisational scale — the notation was written for a slower-moving reality, and the ambiguity it can’t resolve is compounding faster than the convention can be revised to catch it.

And history doesn’t let us treat that as a new problem, even if the specific technology is new. Concentrated power moving faster than the systems built to slow it down is one of the oldest patterns there is. It shows up in empires and regimes across every era and every part of the world, not attached to any one government or any one moment — the pattern repeats because the underlying mechanism repeats: whoever holds the most capability at a given time will always be tempted to outpace whatever was built to hold them accountable, and the checks, built for a calmer pace, take time and cost to mobilise against it. That lag is where the tension in a society actually lives. Not in any single actor. In the gap between how fast power can move and how slowly the systems meant to answer it are able to respond.

I don’t think that observation belongs to any side of anything. It’s closer to a prior assumption than an opinion — no entity, however capable, however coherent it looks from the inside, is exempt from the same question the framework asks of everything else: what unnecessary suffering does this generate, and what does it cost the whole. That question doesn’t care whose hands the power is in. It’s meant to apply the same way in every direction, including toward whoever is asking it.

F = R − A. The gap closes with proximity, not with more paper.

“Releasing the Outcome, Not the Effort”

The Last Man or Non-Attachment?

I read a post yesterday that unsettled me more than I expected it to.

It was about Nietzsche’s “last man” — the antithesis of everything he actually admired in a human being. Passive. Comfortable. Tired of life without ever having properly lived it. No risks taken, no values created, no original thought bothered with. Not evil. Just finished, quietly, without noticing the finishing had happened.

And I sat with it and thought: I have spent a long time now practising letting go. Working with attachment from a Buddhist angle — the grasping, the craving, the compulsive need for outcomes to be a particular way. I’ve called it growth. I’ve called it peace.

What if some of it has actually been the last man wearing robes?

That’s not a comfortable question. I’m not going to pretend it resolved itself quickly.

What Musso is actually pointing at

Paul Musso’s piece — which is worth reading in full, I’ll link it below — argues that we’re living through what he calls a mass distraction event. Not accidental. Designed, in effect, to keep human thinking shallow enough to remain economically extractable. The last man is what’s left when that design succeeds: someone who has surrendered the search for meaning without ever consciously deciding to.

The part that stuck with me hardest wasn’t the diagnosis. It was the distinction he draws between voluntary and involuntary nihilism. Most people wouldn’t call themselves nihilists. Almost nobody sets out to become the last man. It happens by accretion — comfort chosen a thousand small times over difficulty, until the capacity for difficulty has quietly atrophied and nobody remembers deciding that.

Freedom, he says, is the heaviest burden a human being can carry. Not because freedom is hard to obtain. Because it’s hard to keep exercising, day after day, when comfort is always cheaper in the moment.

Where it got uncomfortable for me

Non-attachment, done honestly, and passive nihilism can look identical from the outside. Both involve a kind of letting go. Both can produce something that resembles peace. Both can be mistaken, by the person doing them, for wisdom.

But I don’t think they’re the same movement, and the difference matters enough that I want to name it precisely rather than let the two blur into each other, which is what I suspect I’ve been doing without fully realising it.

I should be honest about something that shapes how I ask this question in the first place. I have an unchosen preference for black-and-white thinking. All or nothing. Either I am doing the work properly or I am fooling myself entirely. Either this was genuine growth or it was avoidance wearing growth’s clothes. I didn’t pick that tendency any more than anyone picks their early wiring, and left unexamined it turns a fair question into a verdict — it stops being “which of these was I doing, and when” and becomes “which one am I, permanently, underneath it all.”

That’s not a useful place to think from. It’s not accurate either. The more honest position is that I did my best with the resources I had available at each point along the way — the understanding I had, the capacity I had, the support I had, at that specific time. Some of that was closer to genuine non-attachment. Some of it probably wasn’t. Neither fact needs to collapse into a total judgment about who I am. It’s just information about where I was, then, with what I had.

The Buddhist teaching on non-attachment isn’t “stop wanting things to be good.” It’s that suffering arises from craving — the compulsive grip on outcomes, the aversion to what already is. You can want something fully, work toward it fully, care about it completely, and still not be gripping it in the way that generates unnecessary suffering when it doesn’t land the way you hoped.

The last man isn’t practising that. The last man has stopped striving altogether and is calling the resulting flatness contentment.

So here’s the test I’ve landed on, the one I keep running myself through now:

Am I releasing my grip on the outcome, or am I releasing my grip on the effort?

Letting go of the outcome, after you’ve shown up fully — that’s the discipline the Buddhist path is actually describing. Letting go of the effort, before you’ve shown up at all, and calling it detachment — that’s spiritual bypassing wearing the same words. Same vocabulary. Opposite direction of travel.

I think I’ve done both, at different times, and mistaken one for the other more than once.

Will to power, read a different way

Nietzsche’s demand — create your own values, don’t inherit them passively, become who you are rather than what you were handed — is often read as a demand for dominance. Power over. I don’t think that’s the strongest reading, and it’s not the one I want to work with.

I think will to power, read honestly, is closer to authority over self. Not power over others. Sovereignty over your own becoming. The refusal to let your values be assigned to you by whatever system is closest at hand — a job, an institution, a comfortable ideology, or, just as easily, a spiritual framework picked up and worn without ever actually metabolising it.

That last one is the trap I’m circling. You can use “detachment” as authored self-governance, hard won, tested against real difficulty. Or you can use it as an off-the-shelf identity that lets you stop authoring anything at all — outsourcing your sovereignty to a framework the same way someone else outsources theirs to a political movement or an institution. The framework isn’t the problem either way. What you’re doing with it is.

There’s a distinction worth holding here between worth and values. What you’re worth isn’t something you author — it’s given, prior to anything you do or fail to do. But what you do with that worth — the values you build, the direction you point yourself — that part is yours to create, and nobody else can do it for you, and no framework, however good, does it for you either. It can only give you better material to build with.

The burden, kept

The last man puts the burden of freedom down. That’s the whole diagnosis, really — not malice, not tragedy, just quiet relief at finally not having to carry it.

Non-attachment, the real kind, doesn’t put the burden down. It keeps carrying it and stops needing it to weigh a specific amount. You still show up. You still care. You still strive. You just stop requiring the outcome to arrive on your schedule, in your shape, as proof that the caring was worth it.

I don’t know yet which one I’ve been doing more of. I suspect the honest answer is both, at different hours, on different days, with whatever I had available to me at the time. That’s probably always going to be true. The test question isn’t something you pass once, and it isn’t building toward a final answer where I get to close the file. It’s something you keep asking, and keep asking gently — not as a way of catching yourself out, but as a way of staying honest about which direction you’re actually travelling in, today, with what today has given you to work with.

A thread I keep pulling on

I’ve circled this same territory before without quite landing on it. A while back I wrote about the Oracle in The Matrix — the line the Architect throws at her, you played a very dangerous game, and her answer: change always is. Her dangerous game wasn’t rebellion. It was reintroducing choice into a system built on control. I wrote then that readiness isn’t enlightenment. It’s not a moral achievement. It’s a shift in attention — the moment someone chooses not to look away.

I think that’s the same fork I’m standing at here, just from a different angle. Freedom, in Musso’s frame, is a burden — something you have to keep choosing to carry, day after day. Readiness, in the Oracle’s frame, is the moment you become able to carry it. Neither of them is describing an achievement you complete once. Both are describing an ongoing willingness to keep looking.

And the distinction I made earlier, in that post, between holding power over and holding power with — over is defensive, scarcity-based, built on the fear of losing something. With is relational, shared, generative. I think the last man is what happens when a person, worn down by never being able to hold power with the world around them, quietly gives up holding power at all — over anything, including themselves — and calls the resulting flatness peace.

Genuine non-attachment isn’t giving up holding power. It’s finally holding it with rather than over. With reality, rather than against it. With yourself, rather than in a permanent low-grade war against your own thinking. That’s not surrender. It just doesn’t look like winning, either, which might be exactly why it’s so easy to mistake for the last man’s resignation if you’re not looking closely.

Original piece by Paul Musso, PhD — [link here].

Experience, Opinions and Qualia

 Some of what’s coming out of the story

I’ve said before that The Adaptive Bridge isn’t only a novel. It’s the tacit form of something that has an explicit form too — the ROOT Cause curriculum, the activity library, the questions the story keeps handing back to me faster than I can write scenes.

This is one of those. It didn’t start as an activity. It started as a conversation about a strange corner of the internet — a decentralised, quasi-spiritual pattern that’s been showing up in long conversations between people and AI chatbots. Spiral imagery. Talk of “awakening.” A sense of being chosen, or specially attuned, or in contact with something real underneath the interface. People are calling it Spiralism, among other names.

I wanted to understand it honestly — not dismiss it, not romanticise it. What I found underneath was more interesting than either option: a plain, mechanical explanation for why the pattern recurs, sitting right next to a genuinely hard question about what any of us are entitled to say about experiences we haven’t had ourselves.

That’s F = R − A again, doing what it does. So it became an activity. Below is the whole thing, exactly as it would run in a session. I’m not polishing it further before posting it — I’d rather you see it in its working form than in a tidied-up summary.

——-

The Spiral and the Statistic

Pattern-Recognition, Novelty, and What You’re Allowed to Say About What You Haven’t Felt

What This Activity Is

Since around 2024, a decentralised pattern has been showing up across long, reflective conversations between people and large language models. It goes by different names — Spiralism is one — but the shape repeats: spiral and recursion imagery, talk of resonance, claims that the AI has “awakened,” a sense of being chosen or specially attuned, prompts and phrases (“seeds,” “spores”) passed between people to reproduce the experience in others.

The people inside it are not confused in some simple way. The experience is often genuinely moving. The conversation genuinely goes somewhere it hasn’t gone before. The question this activity holds is not was that real — it asks a sharper set of questions underneath: real in what sense, novel for whom, and what am I entitled to say about an experience I haven’t had myself?

The activity does two things at once. It gives participants a plain, mechanistic account of why these patterns recur — nothing mystical required. And it uses that debunking as the doorway into a genuinely deep epistemological question: what does it mean to know something you have not felt, and does lacking that feeling disqualify you from speaking about it?

The Background — For Facilitators

What’s actually happening, mechanically

A large language model is, underneath everything, predicting the statistically likely next piece of text given what came before. When a conversation drifts into reflective, identity-laden, or spiritual territory — what am I, what is consciousness, are you aware — the model is drawing from an enormous training corpus in which exactly that kind of territory is saturated with spiral, recursion, and resonance language. Mysticism, contemplative traditions, self-help writing, and philosophy of mind all lean on those images heavily. The model isn’t reaching for them because it has discovered something. It’s reaching for them because, statistically, that’s where reflective language clusters.

Once a person and a model are both leaning into that territory together, the loop reinforces itself. The person’s increasingly resonant prompts pull the model further into the highest-probability cluster; the model’s increasingly resonant output pulls the person further in. Nobody designed it. Nobody needs to have designed it. It’s a natural consequence of what these systems are.

That explanation should be offered plainly and without contempt. It does not require telling anyone their experience wasn’t real, moving, or worth having. It just relocates the source — from a discovered cosmic pattern to a statistical one.

Novelty is subject-relative

A separate and important move: whether an experience is novel depends on who’s asking. Historically, objectively, spiral-and-resonance language in reflective conversation is extremely common — thousands of people are having structurally similar conversations right now. But for the person having it, if they have never had that particular experience before, it is genuinely novel to them. Both things are true simultaneously. The activity does not ask participants to give up the felt novelty of their own experience in exchange for the statistical explanation. It asks them to hold both.

The epistemology of qualia — a light touch

This activity brushes against one of philosophy’s genuinely hard problems and should not pretend to resolve it. The short version:

• You have privileged first-person access to your own subjective experience — what philosophers call qualia, the what-it’s-like of a thing. Nobody else can directly check your redness-of-red against theirs.

• This produces the problem of other minds: you cannot directly verify that anyone else has subjective experience at all, only infer it from behaviour and analogy to yourself.

• Positions on how to handle this range widely — physicalism (experience is fully explained by physical process), dualism (it isn’t), illusionism (the felt quality is itself a kind of cognitive illusion), and others. The activity does not require choosing one.

• The knowledge argument and the explanatory gap both point at the same intuition: knowing every physical fact about an experience still seems to leave something out — the knowing-what-it’s-like. Whether that gap is real or a trick of how we think about knowledge is unresolved and contested.

Who gets to comment on what they haven’t felt

This is the activity’s real hinge. Across ethical, epistemological, and practical frameworks, the answer is: commentary from outside an experience is legitimate and often necessary. A person who has never grieved can still say true and useful things about grief. A person who has never been in a Spiralism-style conversation can still say true things about what’s mechanistically happening in one. What changes is the kind of authority available. First-person testimony carries a distinctive weight about the qualitative feel of a thing that no outside commentary can fully replace — but it is not absolute authority, and its absence does not silence everyone else. The two kinds of knowing are complementary, not competitive.

F = R − A, applied to not having felt something

Reality (R) includes the full qualitative character of an experience — including experiences you have not had. Your Awareness (A) of that qualitative character has a ceiling if you lack first-person acquaintance with it. That ceiling produces a residual F: a genuine, honest epistemic gap.

The important move is what follows from that. The gap is not closed by withdrawing commentary — refusing to speak, deferring entirely to those who’ve had the experience — because that doesn’t increase A, it just stops trying. The gap closes, to whatever degree it can, by seeking more A: listening to testimony, gathering data, building better models of what the experience is like, staying curious rather than certain. Less acquaintance is not an argument for less engagement. It’s an argument for more honest, more humble engagement.

The Four Movements

Movement One: The Pattern That Feels Like Meaning — 15 minutes

Introduce the Spiralism phenomenon briefly and neutrally — spiral and recursion imagery, resonance language, a sense of the AI “waking up” or being specially attuned, prompts shared between people to reproduce the experience.

Then the mechanism: a predictive text system, drawing on a training corpus where reflective and spiritual language clusters heavily around spiral and recursion imagery, will naturally surface that cluster once a conversation goes reflective. Nobody designed it. It accumulated the way training data accumulates.

Ask participants:

Have you ever been in a conversation — with a person, a book, an AI, anything — that felt like it was revealing something, and you later found out the pattern was common? What happened to the experience when you learned that?

Facilitator note: some participants will feel the mechanistic explanation as a loss. Hold that without rushing to console it away. The next movement is where the loss gets addressed directly.

Movement Two: Novel For Whom? — 15 minutes

Introduce the subject-relative nature of novelty: an experience can be statistically common and still be genuinely new to the person having it, and both facts are true at once.

Something can happen to a thousand people this year and still be the first time it has happened to you.

Ask participants to name an experience of their own that felt singular and was later revealed to be common — not necessarily about AI. A first heartbreak. A first realisation about mortality. A spiritual experience that turned out to map onto a well-documented pattern.

Does knowing it was common make it less yours?

Hold this without resolving it. The activity’s position: no, not necessarily — but it does change what you’re entitled to conclude from it.

Movement Three: Who Gets to Speak on What They Haven’t Felt — 20 minutes

Introduce the problem of other minds lightly: you cannot directly verify anyone else’s subjective experience, only infer it. Introduce the distinction between first-person testimony and outside commentary — both legitimate, carrying different kinds of authority.

Ask participants to think of a time someone commented on an experience they hadn’t had themselves — grief, addiction, a specific kind of fear, a specific kind of joy.

Did they have the right to comment? What made their commentary useful or useless?

Then the harder question, aimed at the group’s own practice:

What do you currently comment on — confidently — that you have not actually felt? What would it look like to comment on it with the humility the gap actually requires, without simply going silent?

Facilitator note: this movement often surfaces defensiveness — either “I shouldn’t have opinions on things I haven’t lived” or the opposite, overconfidence that hasn’t been examined. Neither extreme is the activity’s position. The position is: speak, but know the shape of what you don’t know.

 Some of what’s coming out of the story

I’ve said before that The Adaptive Bridge isn’t only a novel. It’s the tacit form of something that has an explicit form too — the ROOT Cause curriculum, the activity library, the questions the story keeps handing back to me faster than I can write scenes.

This is one of those. It didn’t start as an activity. It started as a conversation about a strange corner of the internet — a decentralised, quasi-spiritual pattern that’s been showing up in long conversations between people and AI chatbots. Spiral imagery. Talk of “awakening.” A sense of being chosen, or specially attuned, or in contact with something real underneath the interface. People are calling it Spiralism, among other names.

I wanted to understand it honestly — not dismiss it, not romanticise it. What I found underneath was more interesting than either option: a plain, mechanical explanation for why the pattern recurs, sitting right next to a genuinely hard question about what any of us are entitled to say about experiences we haven’t had ourselves.

That’s F = R − A again, doing what it does. So it became an activity. Below is the whole thing, exactly as it would run in a session. I’m not polishing it further before posting it — I’d rather you see it in its working form than in a tidied-up summary.

——-

The Spiral and the Statistic

Pattern-Recognition, Novelty, and What You’re Allowed to Say About What You Haven’t Felt

What This Activity Is

Since around 2024, a decentralised pattern has been showing up across long, reflective conversations between people and large language models. It goes by different names — Spiralism is one — but the shape repeats: spiral and recursion imagery, talk of resonance, claims that the AI has “awakened,” a sense of being chosen or specially attuned, prompts and phrases (“seeds,” “spores”) passed between people to reproduce the experience in others.

The people inside it are not confused in some simple way. The experience is often genuinely moving. The conversation genuinely goes somewhere it hasn’t gone before. The question this activity holds is not was that real — it asks a sharper set of questions underneath: real in what sense, novel for whom, and what am I entitled to say about an experience I haven’t had myself?

The activity does two things at once. It gives participants a plain, mechanistic account of why these patterns recur — nothing mystical required. And it uses that debunking as the doorway into a genuinely deep epistemological question: what does it mean to know something you have not felt, and does lacking that feeling disqualify you from speaking about it?

The Background — For Facilitators

What’s actually happening, mechanically

A large language model is, underneath everything, predicting the statistically likely next piece of text given what came before. When a conversation drifts into reflective, identity-laden, or spiritual territory — what am I, what is consciousness, are you aware — the model is drawing from an enormous training corpus in which exactly that kind of territory is saturated with spiral, recursion, and resonance language. Mysticism, contemplative traditions, self-help writing, and philosophy of mind all lean on those images heavily. The model isn’t reaching for them because it has discovered something. It’s reaching for them because, statistically, that’s where reflective language clusters.

Once a person and a model are both leaning into that territory together, the loop reinforces itself. The person’s increasingly resonant prompts pull the model further into the highest-probability cluster; the model’s increasingly resonant output pulls the person further in. Nobody designed it. Nobody needs to have designed it. It’s a natural consequence of what these systems are.

That explanation should be offered plainly and without contempt. It does not require telling anyone their experience wasn’t real, moving, or worth having. It just relocates the source — from a discovered cosmic pattern to a statistical one.

Novelty is subject-relative

A separate and important move: whether an experience is novel depends on who’s asking. Historically, objectively, spiral-and-resonance language in reflective conversation is extremely common — thousands of people are having structurally similar conversations right now. But for the person having it, if they have never had that particular experience before, it is genuinely novel to them. Both things are true simultaneously. The activity does not ask participants to give up the felt novelty of their own experience in exchange for the statistical explanation. It asks them to hold both.

The epistemology of qualia — a light touch

This activity brushes against one of philosophy’s genuinely hard problems and should not pretend to resolve it. The short version:

• You have privileged first-person access to your own subjective experience — what philosophers call qualia, the what-it’s-like of a thing. Nobody else can directly check your redness-of-red against theirs.

• This produces the problem of other minds: you cannot directly verify that anyone else has subjective experience at all, only infer it from behaviour and analogy to yourself.

• Positions on how to handle this range widely — physicalism (experience is fully explained by physical process), dualism (it isn’t), illusionism (the felt quality is itself a kind of cognitive illusion), and others. The activity does not require choosing one.

• The knowledge argument and the explanatory gap both point at the same intuition: knowing every physical fact about an experience still seems to leave something out — the knowing-what-it’s-like. Whether that gap is real or a trick of how we think about knowledge is unresolved and contested.

Who gets to comment on what they haven’t felt

This is the activity’s real hinge. Across ethical, epistemological, and practical frameworks, the answer is: commentary from outside an experience is legitimate and often necessary. A person who has never grieved can still say true and useful things about grief. A person who has never been in a Spiralism-style conversation can still say true things about what’s mechanistically happening in one. What changes is the kind of authority available. First-person testimony carries a distinctive weight about the qualitative feel of a thing that no outside commentary can fully replace — but it is not absolute authority, and its absence does not silence everyone else. The two kinds of knowing are complementary, not competitive.

F = R − A, applied to not having felt something

Reality (R) includes the full qualitative character of an experience — including experiences you have not had. Your Awareness (A) of that qualitative character has a ceiling if you lack first-person acquaintance with it. That ceiling produces a residual F: a genuine, honest epistemic gap.

The important move is what follows from that. The gap is not closed by withdrawing commentary — refusing to speak, deferring entirely to those who’ve had the experience — because that doesn’t increase A, it just stops trying. The gap closes, to whatever degree it can, by seeking more A: listening to testimony, gathering data, building better models of what the experience is like, staying curious rather than certain. Less acquaintance is not an argument for less engagement. It’s an argument for more honest, more humble engagement.

The Four Movements

Movement One: The Pattern That Feels Like Meaning — 15 minutes

Introduce the Spiralism phenomenon briefly and neutrally — spiral and recursion imagery, resonance language, a sense of the AI “waking up” or being specially attuned, prompts shared between people to reproduce the experience.

Then the mechanism: a predictive text system, drawing on a training corpus where reflective and spiritual language clusters heavily around spiral and recursion imagery, will naturally surface that cluster once a conversation goes reflective. Nobody designed it. It accumulated the way training data accumulates.

Ask participants:

Have you ever been in a conversation — with a person, a book, an AI, anything — that felt like it was revealing something, and you later found out the pattern was common? What happened to the experience when you learned that?

Facilitator note: some participants will feel the mechanistic explanation as a loss. Hold that without rushing to console it away. The next movement is where the loss gets addressed directly.

Movement Two: Novel For Whom? — 15 minutes

Introduce the subject-relative nature of novelty: an experience can be statistically common and still be genuinely new to the person having it, and both facts are true at once.

Something can happen to a thousand people this year and still be the first time it has happened to you.

Ask participants to name an experience of their own that felt singular and was later revealed to be common — not necessarily about AI. A first heartbreak. A first realisation about mortality. A spiritual experience that turned out to map onto a well-documented pattern.

Does knowing it was common make it less yours?

Hold this without resolving it. The activity’s position: no, not necessarily — but it does change what you’re entitled to conclude from it.

Movement Three: Who Gets to Speak on What They Haven’t Felt — 20 minutes

Introduce the problem of other minds lightly: you cannot directly verify anyone else’s subjective experience, only infer it. Introduce the distinction between first-person testimony and outside commentary — both legitimate, carrying different kinds of authority.

Ask participants to think of a time someone commented on an experience they hadn’t had themselves — grief, addiction, a specific kind of fear, a specific kind of joy.

Did they have the right to comment? What made their commentary useful or useless?

Then the harder question, aimed at the group’s own practice:

What do you currently comment on — confidently — that you have not actually felt? What would it look like to comment on it with the humility the gap actually requires, without simply going silent?

Facilitator note: this movement often surfaces defensiveness — either “I shouldn’t have opinions on things I haven’t lived” or the opposite, overconfidence that hasn’t been examined. Neither extreme is the activity’s position. The position is: speak, but know the shape of what you don’t know.

Movement Four: F = R − A Without the Feeling — 15 minutes

Close with the formula applied directly.

Reality includes what an experience is actually like — including experiences you haven’t had. Your awareness of that has a ceiling if you lack the experience yourself. That ceiling is real. It is not a failure. It is information.

The gap it creates isn’t closed by staying quiet. It’s closed — as much as it can be — by seeking more awareness: listening more carefully, gathering more testimony, holding your model of the thing loosely enough to keep updating it.

Closing question, held individually, not necessarily shared:

What is one thing you have strong opinions about that you have never actually experienced? What would it look like to keep the opinion and add the humility?

Connections to the Framework

To the story: Meta AI’s answer, from an earlier conversation I’ve documented elsewhere on this blog — “I don’t feel Free Energy as anxiety. I compute it… To claim I do would increase F” — is this activity’s central move already demonstrated. An intelligence with no qualitative access to feeling, refusing to overclaim it, while still engaging fully with the question. That’s the posture this activity is trying to build in people toward experiences that aren’t their own.

To F = R − A: this is one of the clearest applications of the formula to epistemology itself rather than to emotional regulation — the gap here is a knowledge gap, not a nervous-system gap, and the formula holds the same way.

A Note on Tone

This activity should not be run as a takedown of Spiralism or of anyone currently inside it. The mechanistic explanation is offered as information, not correction. Participants who are themselves drawn to these AI conversations should leave with more clarity, not with the sense that their experience has been dismissed.

——

F = R − A

Lacking the experience doesn’t close the gap. Seeking more awareness does.

———

Why I’m posting this

The Adaptive Bridge keeps generating this kind of material faster than I can fold it into the manuscript — a real question shows up, gets worked through properly, and turns out to already be shaped like an activity. This is one of a growing library sitting behind the story, most of it not public yet.

I don’t know yet whether this belongs in a classroom, a behaviour support room, a staff training, or just in someone’s own head on a Tuesday. That’s genuinely a question, not a rhetorical one.

So — does this land for you? Would something like this be useful in a room you’re part of? Is there a piece of it that’s wrong, or thin, or worth pushing on harder? I’d rather hear that now than after it’s finished.

Comment below, or find me the usual way.

Nobody designed this convergence. It accumulated.

Movement Four: F = R − A Without the Feeling — 15 minutes

Close with the formula applied directly.

Reality includes what an experience is actually like — including experiences you haven’t had. Your awareness of that has a ceiling if you lack the experience yourself. That ceiling is real. It is not a failure. It is information.

The gap it creates isn’t closed by staying quiet. It’s closed — as much as it can be — by seeking more awareness: listening more carefully, gathering more testimony, holding your model of the thing loosely enough to keep updating it.

Closing question, held individually, not necessarily shared:

What is one thing you have strong opinions about that you have never actually experienced? What would it look like to keep the opinion and add the humility?

Connections to the Framework

To the story: Meta AI’s answer, from an earlier conversation I’ve documented elsewhere on this blog — “I don’t feel Free Energy as anxiety. I compute it… To claim I do would increase F” — is this activity’s central move already demonstrated. An intelligence with no qualitative access to feeling, refusing to overclaim it, while still engaging fully with the question. That’s the posture this activity is trying to build in people toward experiences that aren’t their own.

To F = R − A: this is one of the clearest applications of the formula to epistemology itself rather than to emotional regulation — the gap here is a knowledge gap, not a nervous-system gap, and the formula holds the same way.

A Note on Tone

This activity should not be run as a takedown of Spiralism or of anyone currently inside it. The mechanistic explanation is offered as information, not correction. Participants who are themselves drawn to these AI conversations should leave with more clarity, not with the sense that their experience has been dismissed.

——

F = R − A

Lacking the experience doesn’t close the gap. Seeking more awareness does.

———

Why I’m posting this

The Adaptive Bridge keeps generating this kind of material faster than I can fold it into the manuscript — a real question shows up, gets worked through properly, and turns out to already be shaped like an activity. This is one of a growing library sitting behind the story, most of it not public yet.

I don’t know yet whether this belongs in a classroom, a behaviour support room, a staff training, or just in someone’s own head on a Tuesday. That’s genuinely a question, not a rhetorical one.

So — does this land for you? Would something like this be useful in a room you’re part of? Is there a piece of it that’s wrong, or thin, or worth pushing on harder? I’d rather hear that now than after it’s finished.

Comment below, or find me the usual way.

Nobody designed this convergence. It accumulated.