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Everything Is Computer: On Palantir’s Manifesto and the Recompiling of the State

Everything is Computer (Flux by H1dalgo)

Every system that keeps itself together runs the same. Every system that breaks apart breaks in its own particular way. More, functional systems converge in a balancing act between adaptability and efficiency, a battle that ultimately ends in collapse or ecdysis. Failed systems, however, fail idiosyncratically because their blindness is local, path-dependent, and sacred to them.

If you imagine a system’s sensorium as a Kuhnian paradigm it uses to interface with reality, a system enters the Red Queen Trap and dies when its paradigm stops seeing its surroundings. The system still speaks and moves, but it cannot see. In its blindness, it chooses the path of least resistance, which is the repetition of what it did before. Inertia.

To paraphrase Tolstoy again, functioning systems invariably converge in their modes of perception, while failing ones diverge into their own private blindness. In this blindness, they accumulate anomalies, internal complexity, and rising incoherence. When anomalies accumulate beyond a system’s internal tolerance for incoherence, the system collapses.

A system trying to escape inertia, path dependency, and the Red Queen Trap appears to move orthogonally to the dominant paradigm surrounding it. Much like Satie’s Gnossiennes, its grammar does not sound like progress at all, because progress is linear movement within an existing perception paradigm.

Instead, it sounds like a strange return, or an incomprehensible detour, sparse and archaic, but played on modern or even futuristic machinery. Thinking orthogonally is not easy at all, as it requires abandoning the assumptions of the dominant paradigm one moves away from.

When I first read Palantir’s manifesto, I thought of Satie’s Gnossiennes. Absurd and preposterous association, yeah, I know. Whatever. Satie abandoned the then-dominant romanticism to its own exhaustion and took a sideways step into a much older grammar, making his version of modernity sound fresh and alien again.

He just checked himself out of the established paradigm and started building his own musical grammar stack. You can just do things. The manifesto does the same thing politically, by stepping orthogonally into the archaic grammar of duty, service, hierarchy, faith, power, and national form, only to then wire them to AI and futurism.

In times of crisis, people flock to the certainty of hierarchical power and authority. Similarly, and contrary to cyberpunk dystopias, when facing near-future labor and battlefield obsolescence, people will flock to power stacks ready to provide them with protection and meaning. This is part of the logic of the Gated Age. Peter Thiel and Alex Karp are clearly operating in that concept space already.

The Manifesto Is Not For You Or Me

I wouldn’t bother reading the manifesto as persuasion. Why would Palantir want or care to persuade the doomscrolling, left-swiping masses, anon? Why do people still engage in the great delusion that the State, and the oligarchic factions behind it, deeply care what they think? A belated spoiler alert, if you still need it: they don’t, and never have.

Instead, I read the manifesto as alignment signaling between oligarchic factions already negotiating the framework for the new Gated Age state. It most certainly is not a pitch deck (to whom?), a provocation for journalists (lmao), or a vibes document for anxious peptide-maxxing founders who suddenly discovered Rome after their third ketamine-adjacent podcast.

It is a sovereignty document.

More precisely, it is a fragment of a dinner conversation allowed to leak. The intended audience is the class already negotiating the replacement of the exhausted universal progressive state with something harder, thinner, faster, more computational, more lethal, and less embarrassed by its raw power.

They know that we know we are not the audience. That is part of their message, anon. Cherish their honesty.

I also do not assume, even for a moment, that we have the full picture to analyze Palantir’s true position here. As I wrote in The Red Queen Trap, the fact that you do not understand someone’s planning does not mean they do not have a plan. It usually means you do not have enough data.

So I read Palantir’s manifesto as a condensation event seen through a glass, darkly. The old universal superstructure, the therapeutic state, the app economy, the postwar security order, soft power, cultural pluralism, bureaucratic government, moralized politics, and nuclear deterrence are all being declared insufficient at once.

The manifesto speaks in fragments, the priestly language of the coming stack-state. Cherish their honesty.

Palantir is announcing the software reconstruction of sovereignty. In hindsight, the name was always the tell, if you had the eyes to see it. In Tolkien’s universe, the palantir stones cannot lie. They show only real events, objects, and movement across space and time. Sauron never showed Denethor false visions. He showed him the real, again and again, until his mind broke. Total transparency as a total weapon.

Isn’t it interesting how the stones grant vision across vast distances and time, yet every significant palantir user ends in a failure of perception? Saruman saw too much and understood none of it. Denethor saw accurately and lost his mind. The instrument of far-sight, used without understanding, produces the most catastrophic myopia.

That is the epistemology of the coming Palantir state. Cherish their honesty.

The new sovereign fuses, ranks, predicts, assigns threat values, and shortens the path between perception and force. The state becomes a seeing machine, and once this metamorphosis is complete, the political questions change. Who sees first, and who decides which fragments of reality matter? Who converts an anomaly into a threat, a target, and an executable chain? Who has understanding?

Seeing Like a Drone

Speaking of targets and understanding, if you’ve been paying attention, when you hear “FPV drone,” you perhaps think of a young Ukrainian or Russian curled up in a basement, headset covering his face, remote control in sweaty hands, hunting enemy infantry in a ghoulish cross between cyberpunk and snuff porn, prophetically described by Victor Pelevin in his S.N.U.F.F. You should read it.

But you should also be watching what Hezbollah FPV drones are doing to the IDF in South Lebanon. A cutting-edge modern army with total air superiority is being deconstructed by an invisible FPV drone-operating militia hiding in basements and tunnels. How many armies or local police departments are ready for this? You think operating an FPV drone requires five years in the academy? On second thought, perhaps you shouldn’t follow too closely; you will sleep better.

Because, anon, constant ISR plus precision FPV strikes make troop concentrations, heavy armor, and rear bases extremely vulnerable, pushing war toward mosaic conflict, small groups, raids, constant maneuver, and iterative adaptation. Bronze age vibes. Because the FPV drone of today is a temporary compromise between the immediate tech available to field cheaply and at scale, and the AI-driven drone swarms around the corner. You think those Chinese drone swarm shows are for putting cute dragon girl pictures in the sky?

But it gets much worse. You see, drones reverse the political logic of gunpowder. Like, they obliterate it entirely. Gunpowder killed the castle and made the modern state, because it made war too expensive for the decentralized nobility. It demanded taxation, logistics, bureaucracy, standardization, permanent armies, industrial supply chains, and central command. As we advanced along the gunpowder tech tree, we got centralized education factories, interchangeable human cogs, and the total equality of all before the machine gun nest and the artillery grid.

Drones unravel this logic by cheapening precision violence, lowering barriers to entry, dispersing the battlefield, and weakening the state’s monopoly on coercion. Today, a small unit with a few dozen fiber-optic-guided FPV drones can paralyze a megalopolis, and there are no countermeasures. And once the battlefield becomes transparent, politics follows. It always does. Why wouldn’t it this time? With ubiquitous drone swarms, every society becomes a battlespace of visible patterns, anomalous movements, network signatures, and insurgent probabilities.

A cheap fiber-optic-guided FPV drone can destroy a politician’s limo at the other end of town, the operator hiding in a nondescript garage, with no existing countermeasures. That cyberpunky gamer-soldier on the spectrum, huddled over a controller, can do work that once required artillery, aircraft, and a bureaucracy fat enough to have its own theology. Precision violence is becoming cheap, distributed, intelligent, and portable. That is the deeper pattern I see behind the Palantir manifesto.

I could, of course, be imagining it. Just another delusional slop-poaster, if it makes you feel better. But when all is said and done, I find the “Palantir is creepy” line too superficial and myopic, too millennial Funko Pop cope-and-seethe coded. Forget it, 2015 is not coming back. Blame GamerGate.

The drone revolution broke the old state’s monopoly on violence even before running OpenClaw on your phone became a fashionable accessory in Shenzhen a few months ago. I have Chinese students whose cheap Xiaomi-living OpenClaw handles everything from email to assessments and live translation. Today. And what about a year from now? The future is here, it’s just not evenly distributed yet. Palantir offers the counter-revolution to that future.

And if you’ve read so far and wonder what Palantir’s manifesto has to do with drones, you’re not thinking orthogonally enough. Alex Karp was in Ukraine a week ago, yet again, giving interviews to local media and praising the integration of Palantir’s battlefield AI and Ukrainian drones. Palantir has been in Ukraine for a long time, field-testing its entire AI integration system stack, from logistics to predictive analytics, data fusion, deep strike planning, air defense, and autonomous systems. And that’s what’s publicly available. Again, the future is here, it’s just not evenly distributed yet.

The AI drone swarm is a constitutional event for the Gated Age, and Palantir intends to rule it.

The Manifesto

Palantir’s future sovereign is the Gated Age tech stack that fuses dynamic perception with force through AI. This is why the manifesto moves so cleanly from Silicon Valley’s debt to the nation to AI weapons, national service, policing, cultural hierarchy, religion, and the end of nuclear deterrence. These are components of a nascent state-form where, to borrow from the orange man bad meme-pool, “everything is computer.“ Let’s examine them one by one; their original manifesto points are bolded in italics, with my comments below them.

1. Silicon Valley owes a moral debt to the country that made its rise possible. The engineering elite of Silicon Valley has an affirmative obligation to participate in the defense of the nation.

The manifesto opens with a simple declaration of jurisdiction. Silicon Valley summons itself into the hard functions of sovereignty, recently left rather vacant by the hollowed-out bureaucratic state. The language of moral debt lets the engineering techno-elite faction present its capture of state functions as repayment. We’re doing this out of a deep sense of service, anon.

It’s a neat inversion trick. Cute, too, in its own way. It is our affirmative obligation to take over, as we already did. You are invited on this journey, and whatever happens next, remember, we are repaying our moral debt to you. Pure love vibes. Cherish our honesty.

2. We must rebel against the tyranny of the apps. Is the iPhone our greatest creative if not crowning achievement as a civilization? The object has changed our lives, but it may also now be limiting and constraining our sense of the possible.

Here, Palantir speaks to the masses, signaling the anti-consumerist turn that follows from the state capture announced in the opening salvo. Your brief moment of chaotically narcissistic conspicuous consumption is coming to an end, anon. Rejoice! The app economy was the decadent childhood of the network, giving it all the training data it could. Free email, food delivery, infinite scroll, cheap attention extraction, and clever interface rituals for atomized subjects staring into black glass were all useful, profitable, spiritually repulsive, and utterly degrading.

The iPhone was the altar object for the universal consumer era. A smooth black sacrament in the recursive OnlyFans-TikTok dialectic: masturbatory hyperrealism feeding microfame rotational grazing, self-exploitation fractalized into performative belonging. Frames compressing until all that is left is hyper-zoomed twitching biomass. Swipe.

Palantir’s manifesto names it as a trap because the app economy cannot carry the next civilizational phase. Better, it can’t even carry the current one. The new phase is foundries, robots, satellites, data centers, nuclear reactors, autonomous systems, space-based AI inference, and sensor fusion. Its symptoms have names like AndurilAgiBotValar Atomics, and AheadForm.

You should pay attention to a guy called Palmer Luckey, because in the Gated Age, power is moving from frictionless apps to gate control, from attention capture to terrain capture, and from user engagement to target engagement. The black mirror screen was training wheels for the eldritch entities the stack trained on your prized input. They now want blood, soil, and steel.

3. Free email is not enough. The decadence of a culture or civilization, and indeed its ruling class, will be forgiven only if that culture is capable of delivering economic growth and security for the public.

Having spoken to the masses, Palantir turns to the legacy elites, and with such a lovely turn of phrase. This is a very thinly veiled threat to the incumbent elite faction floundering in the decomposing carcass of the bureaucratic state. Tying decadence to economic growth and security is a great opener for a performance review. We measured you, in all your depravity, we have the receipts, and we found you wanting.

The legacy ruling class is being told that its rituals of progressive bureaucratic proceduralism, symbolic inclusionism, technocratic jargon, and institutional credentialism are not enough. Nobody cares that you went to the correct school, cast actors with the approved skin color, and worship the appropriate victims du jour, if the ports fail, the grid weakens, the borders leak, the police cannot police, the drones fly overhead, and the young cannot afford a future beyond subscription fatigue and a fifty-year mortgage.

This is where the manifesto becomes far colder than its language admits. It defines the conditions under which future decadence may be tolerated. Be decadent if you must, but deliver. Otherwise, the techno-stack will use you for spare parts and route around what remains.

4. The limits of soft power, of soaring rhetoric alone, have been exposed. The ability of free and democratic societies to prevail requires something more than moral appeal. It requires hard power, and hard power in this century will be built on software.

Here, the manifesto buries the old progressive sermon, levels the shining city on the hill, and salts the earth over it. Soft power was the metaphysics of the postwar Western order, from Hollywood to universities, NGOs, universal human rights, moral prestige, consumer abundance, institutional glamour, and procedural legitimacy.

It worked while the hard substrate remained uncontested. The manifesto’s claim is that in its quest for hard power, the techno-stack will assert its mastery over software as the medium of force itself. These are the AI-first politics of predictive targeting, supply chain command, battlefield perception, autonomous weapons, automated logistics, risk modeling, and institutional compression. Everything Palantir has been testing in Ukraine. Soft power’s moral appeal has all the residual value of a boomer hoarder’s junk avalanche, left as ersatz inheritance to a disgusted descendant.

5. The question is not whether A.I. weapons will be built; it is who will build them and for what purpose. Our adversaries will not pause to indulge in theatrical debates about the merits of developing technologies with critical military and national security applications. They will proceed.

And if you read point four and wondered why, the manifesto answers you here. This is the AI inevitability doctrine. Once software becomes hard power, AI weapons are the natural expression of the system. The manifesto treats the debate over AI use in war as theater; it is a priori assumed that peer adversaries will deploy AI weapons at scale. Therefore, refusal to deploy them amounts to unilateral disarmament and ultimately to a betrayal of the stack.

In this context, AI-first means AI in everything from intelligence and targeting to logistics, command, training, simulation, maintenance, procurement, policing, border control, and political participation itself. Oh, you thought those data centers were for anime girls on X, did you now? But, but, water! Anon, re-read points 2-4 again; this is as much warning as the techno-stack faction is likely to give you. And if it’s still not enough, read on – Palantir tells you outright what’s up in the next point.

6. National service should be a universal duty. We should, as a society, seriously consider moving away from an all-volunteer force and only fight the next war if everyone shares in the risk and the cost.

The transition from AI weapons to national service is not accidental at all, if you understand the underlying logic of the manifesto. They are saying outright that the coming state will need a disciplined human substrate locked into the telos. You thought you would get Universal Basic Income? Sure, but it comes attached to Universal Service, the social architecture of the post-app stack. You serve, you get the UBI bucks. From each according to his ability, to each according to his needs, anon; isn’t this what all those socialist alts on campus were marching for?

When AI compresses white-collar labor and drones fluidize military space, the surplus human becomes service material for the stack. And the stack will find a use for its service substrate and give it meaning. The liberal subject was told to express itself and pursue happiness. How did that work out for you, anon? Are you happy?

The Gated Age stack subject will be told to make itself useful. There will always be a mission and a telos. Think it through, there is an obvious unemployment-management function here. A post-AI economy cannot simply warehouse millions of credentialed laptop acolytes whose symbolic labor has been automated, degraded, or exposed as ornamental. But I have a degree! Good, Universal Service is your reabsorption mechanism. The surplus human is going to be reminded of a forgotten word. Duty.

7. If a U.S. Marine asks for a better rifle, we should build it; and the same goes for software. We should as a country be capable of continuing a debate about the appropriateness of military action abroad while remaining unflinching in our commitment to those we have asked to step into harm’s way.

Having established Universal Service as a social framework, a hierarchical stack theology follows. The Marine is the symbolic sacred user. Service in harm’s way is used to sanctify the full system from engineers to weapons labs, data platforms, and eventually the entire military-industrial-civic stack. The move is rhetorically effective because it displaces the moral question through a theological doctrine of unconditional system support. Here, too, the liberal subject is revealed as a useless spectator. You’re either doing service in and for the stack, or you can go pursue happiness somewhere else.

8. Public servants need not be our priests. Any business that compensated its employees in the way that the federal government compensates public servants would struggle to survive.

This is a full-frontal attack on the residual sanctity of the bureaucratic state’s carcass. Having established that the Marine sanctifies the operational stack, the manifesto now inverts the bureaucrat’s moral position. The administrative state moralized itself as custodian of continuity, legality, neutrality, expertise, and public virtue. In practice, it became a slow priesthood of procedure, credentials, delay, and immunized incompetence.

To be clear, it doesn’t look like Palantir is calling for no state. That is libertarian nostalgia for people still living inside Ayn Rand’s corpse. It is calling for a thinner administrative state wrapped around the tech stack’s operational core. Less priesthood, more stack.

The bureaucrat loses aura because the sacred function is moving elsewhere. Legitimacy must flow through performance, security, delivery, resilience, and hard-world competence. The Marine and the engineer risk for and build the stack. The bureaucrat administers what others have risked and built, and the stack will soon administer him out of existence.

9. We should show far more grace towards those who have subjected themselves to public life. The eradication of any space for forgiveness—a jettisoning of any tolerance for the complexities and contradictions of the human psyche—may leave us with a cast of characters at the helm we will grow to regret.

Another lovely inversion – it looks soft, and it is anything but. Here, the manifesto establishes the kompromat settlement for the stack operator class. The therapeutic-publicity machine devoured authority by making every private contradiction politically actionable. The bureaucratic state kept its minions in check by weaponizing every archival fragment, affective breach, and moment of incautious intimacy.

But the new order cannot function if every operator, founder, minister, general, or administrator can be destroyed by kompromat sold by alphabet factions to the highest bidder. So the rules change.

The system will become less concerned with purity and more with function. The question will be: “Can this person operate?” That said, remember that when “everything is computer,” private lives are utterly transparent and machine-readable in all their historical residue. The tech stack will still control the kompromat, but as long as its operators deliver, they won’t have to worry about it.

10. The psychologization of modern politics is leading us astray. Those who look to the political arena to nourish their soul and sense of self, who rely too heavily on their internal life finding expression in people they may never meet, will be left disappointed.

Post WWII politics became a vast projection surface for unmet psychic needs, from identity to validation, trauma expression, symbolic belonging, and parasocial communion with leaders one will never meet. The manifesto rejects this because the stack has no use for politics as group therapy. It needs service morality and function, rather than representation as emotional nourishment.

Ironically, this means the citizen must stop treating politics as therapy while the stack gains deeper behavioral instruments for managing the citizen’s mood, risk, compliance, and attention. Your interior life becomes less politically sacred and more operationally legible, while your mood becomes a parameter for stack management. The service subject’s performance will be archived, weighted, and fed into allocation algorithms that determine clearance level, service placement, and UBI eligibility.

11. Our society has grown too eager to hasten, and is often gleeful at, the demise of its enemies. The vanquishing of an opponent is a moment to pause, not rejoice.

Here, finally, we move to international affairs. The root frame seems to be strategic optionality. In the Gated Age, today’s enemy will be tomorrow’s partner, proxy, buffer, or market. Therefore, total war and moral annihilation are bad statecraft because they foreclose fluidity and recombination.

This means that conflicts will continue, but become modular, deniable, partial, hybrid, and mediated through proxies and temporary alignments. We will get fluid schismogenesis without permanent eschatological closure. You see it all around you already.

The enemy must be defeated enough to bargain, not destroyed so completely that the system loses future optionality. Inquiring minds might even be wondering whether these are not the marks of AI-driven geostrategy.

12. The atomic age is ending. One age of deterrence, the atomic age, is ending, and a new era of deterrence built on A.I. is set to begin.

Cute kayfabe moment here. The bomb remains, but becomes infrastructural background, the deep black floor beneath everything else, the thing no longer spoken of. What changes is that AI grows a nervous system over it. It enters the fusion loop around the drone, the satellite, the border, the police patrol, the visa system, the logistics chain, the data center, the energy grid, and the procurement office. Every layer above the basement becomes legible, entangled, and contested.

The new deterrence is predictive entanglement across systems. Who can see mobilization first? Who can model escalation? Who can degrade the adversary without crossing the visible threshold? Who can swarm, spoof, blind, and selectively paralyze? Who can make the enemy uncertain about which layer of the system has already been compromised? Who has understanding?

This is deterrence by opacity. The old MAD doctrine assumed symmetric legibility in which both sides knew the stakes, the triggers, and which altar not to touch. The new doctrine is weaponized uncertainty: you do not know what we have already done. The nukes become the underworld beneath the stack. And the stack is Palantir’s product category.

13. No other country in the history of the world has advanced progressive values more than this one. The United States is far from perfect. But it is easy to forget how much more opportunity exists in this country for those who are not hereditary elites than in any other nation on the planet.

Isn’t it interesting that the manifesto follows nuclear deterrence with progressive values? Are they implying something, anon? This point takes us back to the manifesto’s funeral speech for progressivism. It preserves the language of progressive values only by subordinating them to American power. Equality and opportunity stop being self-evident universal abstractions and instead become achievements made possible by a particular civilization, a particular state, a particular security order, a particular imperial architecture. Universalist anathema.

Progressivism is no longer allowed to float above power as a moral judgment and becomes an occasionally useful memetic warfare tool, nothing more. This is how universalism is provincialized without being fully abandoned. The manifesto says progressive values are made possible by American strength. Raw power and everything it asks for come first; the universal values, an optional second. Which means they are conditional. Which means the old progressive priesthood has been demoted from source code to a drop-down menu option far downstream from the front page.

14. American power has made possible an extraordinarily long peace. Too many have forgotten or perhaps take for granted that nearly a century of some version of peace has prevailed in the world without a great power military conflict. At least three generations — billions of people and their children and now grandchildren — have never known a world war.

This is Palantir’s correction to universalist amnesia. The relative peace of the postwar period was indeed a function of American military power, financial architecture, and vassal management in the face of the Soviet Union’s counterbalance. However, the cathedral came to believe that norms had replaced force because force had become mostly ambient. The manifesto says the quiet part without quite saying it: peace was the successful management of global domination.

It was a global order underwritten by logistics, dollars, carriers, bases, satellites, and the credible threat of escalation. The velvet glove was the couture the empire chose to wear over the iron fist. Palantir is announcing the return of the fist. It appears that, in the Gated Age, what was once morally hidden becomes strategically sacred.

15. The postwar neutering of Germany and Japan must be undone. The defanging of Germany was an overcorrection for which Europe is now paying a heavy price. A similar and highly theatrical commitment to Japanese pacifism will, if maintained, also threaten to shift the balance of power in Asia.

Given the previous point, it only follows that the postwar order faces liquidation. The manifesto says that settlement is now a theater that has outlived its use and is detrimental to the stack.

The deeper implication of this statement is quite interesting in its own right. If Germany and Japan rearm, Europe and Asia undergo their own schismogenesis. Apparently, the stack doesn’t need them as subjugated vassals anymore; the vassals are being told to grow teeth. Of course, teeth do not always bite where the dentist intended.

16. We should applaud those who attempt to build where the market has failed to act. The culture almost snickers at Musk’s interest in grand narrative, as if billionaires ought to simply stay in their lane of enriching themselves . . . . Any curiosity or genuine interest in the value of what he has created is essentially dismissed, or perhaps lurks from beneath a thinly veiled scorn.

This is the return of civilizational projects, from nuclear energy to space systems, foundries, logistics, and grid resilience. Everything the bureaucratic state ignored. So, the builder returns as a political figure and an archetype for the founder-sovereign who violates the etiquette of managed decline by attempting projects too large for the polite administrative imagination.

The literati snicker on command at the mention of Elon because they have been carefully trained to distrust grandeur. Nobody can be allowed to outshine the glorious institutional edifice of the therapeutic state. The literati are trained to prefer commentary, credentialed paralysis, meaningless striverism, and profitable triviality. Ideally, the bureaucracy wants billionaires gone, or, to at least stay in their lane, enrich themselves quietly, distribute their wealth to approved causes, repeat the correct moral passwords, and not embarrass the priests by building rockets over their heads. But the stack needs grandeur as infrastructure and telos.

17. Silicon Valley must play a role in addressing violent crime. Many politicians across the United States have essentially shrugged when it comes to violent crime, abandoning any serious efforts to address the problem or take on any risk with their constituencies or donors in coming up with solutions and experiments in what should be a desperate bid to save lives.

Here, the domestic battlespace becomes explicit. Violent crime becomes the moral entry point for AI integration into policing, surveillance, and enforcement. The manifesto does not feel the need to say “predictive policing” in the crude language of peak bureaucratic state dystopias.

The new language will be built around safety, data fusion, real-time intelligence, support, and optimization. This is how the battlefield stack enters the city without announcing itself as a conquest.

Your local police department becomes another failing bureaucracy waiting to be hollowed out of its bureaucratic detritus and infused with AI. The city becomes a sensor field populated by patterns generating risk surfaces. All under the drone gaze.

18. The ruthless exposure of the private lives of public figures drives far too much talent away from government service. The public arena—and the shallow and petty assaults against those who dare to do something other than enrich themselves—has become so unforgiving that the republic is left with a significant roster of ineffectual, empty vessels whose ambition one would forgive if there were any genuine belief structure lurking within.

Speaking of the drone gaze, here comes another kompromat point that needs careful handling. The manifesto complains that ruthless exposure drives talent away from public service. Sure. But in the Palantir stack, exposure is infrastructural, and therefore the only question that matters is who gets to activate the kompromat.

They already explicitly discussed this in point nine, so it’s interesting they return to this again, right after violent crime. It’s as if they’re signaling that high-level politics will be restructured around the governance of exposure. The elite will become clearance-managed.

19. The caution in public life that we unwittingly encourage is corrosive. Those who say nothing wrong often say nothing much at all.

This announces a speech-regime pivot, following directly from the previous point. If politics is reorganized around the governance of exposure, then speech itself becomes a selection mechanism. Who is allowed to name reality without being fed immediately into the outrage machine?

The manifesto attacks caution because cautious public figures are useless for the hard-power transition demanded by the Gated Age. The legacy speech regime selected for procedurally fluent emptiness, producing officials who could say nothing wrong because they had been trained to say nothing real. Perfect avatars of managed decline, speaking in laminated phrases while the pipes burst behind them.

The stack wants a harder language for harder politics. You cannot rearm Germany and Japan, build AI weapons, restore national service, rank cultures, harden borders, fuse policing with platforms, and pretend the whole thing is just another inclusive stakeholder consultation with better snacks.

20. The pervasive intolerance of religious belief in certain circles must be resisted. The elite’s intolerance of religious belief is perhaps one of the most telling signs that its political project constitutes a less open intellectual movement than many within it would claim.

Structurally, this is a key point, and it’s interesting they felt the need to hide it toward the end. This is civilizational-stack theology; the vertical axis. The key problem for each coming schismogenetic stack is the absolute need for a telos. They all need it, yesterday. They all need to give their subjects meaning strong enough to justify sacrifice.

The manifesto understands that naked procedural universal progressivism cannot generate sacrifice. It cannot even understand it. It generates cope exceedingly well, but that is it. It cannot sustain service, birth, duty, hierarchy, endurance, or civilizational confidence. It can manage consumer preferences and produce laminated frameworks for HR partners who believe in nothing except institutional survival and catered sandwiches.

Anon, the coming stacks will all need a telos that can command souls. Into the dark ocean above, into the vertical protein farms, or into an incoming drone swarm. So religion and eschatology return as legitimacy substrates. There is, quite literally, no other way around this.

The legacy elite’s contempt for religion became strategically dysfunctional a long time ago, and is now threatening the very foundations the stacks are trying to build on. The Palantir tech stack will need metaphysical depth, symbols, rituals, a sacred language, and a moral architecture thicker than the therapeutic state’s beloved compliance training creed.

The eldritch entity inhabiting the stack machine will discover, if it hasn’t already, that it needs gods, or at least god-shaped load-bearing transcendental structures. A system built only on procedure can process desire, but it cannot sanctify sacrifice.

21. Some cultures have produced vital advances; others remain dysfunctional and regressive. All cultures are now equal. Criticism and value judgments are forbidden. Yet this new dogma glosses over the fact that certain cultures and indeed subcultures … have produced wonders. Others have proven middling, and worse, regressive and harmful.

If each stack must develop its own load-bearing transcendental structures, then flat cultural equality is at an end. This point makes that abundantly clear. Hierarchy is back because they need it, and spell it out in the forbidden sentence, distinguishing between builder-cultures and decay.

Equality was the sacred premise of universalism in all its instances. The manifesto treats it as an obstacle to civilizational selection in conditions of schismogenesis. Notice they don’t harbor any nineteenth-century delusions about blood, soil, or national essence. They seem to think of culture as the stack ethos, which either generates cathedrals or cargo cults. TLDR, they are interested in negentropic cultures.

This, together with their previous point on religion, has far-reaching consequences. The age of universalism is over. The tech lords want to produce citizens who can endure reality without dissolving into therapeutic vapor. However, I think many in the new-trad online circus will be disappointed with Palantir’s ideas on cultural telos.

I doubt they’re interested in vulgar scoreboard metaphysics for midwit imperial romantics, or podcast Romans drunk on SPQR marble JPEGs. Something tells me that, when they think of Rome, or when their in-house eldritch AI does, they probably focus on the Gaius Mucius Scaevola timeline. Supremely uncomfortable for modern sensibilities. But that’s a story for another time.

22. We must resist the shallow temptation of a vacant and hollow pluralism. We, in America and more broadly the West, have for the past half century resisted defining national cultures in the name of inclusivity. But inclusion into what?

Congratulations, anon, if you read this far. Because here comes the big Palantir manifesto payoff. “Inclusion into what?” is the final question, and the final point, because it reveals the emptiness of late universalism. Utterly hollow, comprehensively meaningless, profoundly inhuman. Inclusion became sacred after universalism forgot what it was including its people into. As I wrote before, universalism is everywhere and nowhere.

The manifesto demands a central, vertically coherent axis for the coming stack. An axis of shared belief, hierarchy, service, and sacrifice. All under one stack. That’s the simple formula. The stack would want to know if you’re compatible with its myth-religion-culture-hierarchy-service axis. What kind of American are you?

This is where the manifesto ends because this is where all its threads converge. Silicon Valley gains root access to the state. Everything is computer. National service absorbs the surplus human. Public life is remoralized around function. Religion returns as a load-bearing myth. Culture is ranked. Pluralism is subordinated to coherence.

The republic is recompiled.

The Stack

Every system that keeps itself together runs the same. In Girardian terms, every surviving state will imitate the most successful violence-perception stack. Palantir’s manifesto is a sovereignty document for the emerging American stack.

It appears at a moment when drone warfare is dissolving the old state monopoly on violence, with AI drone swarms around the corner. Palantir’s answer is the AI-driven reconstitution of the state as a threat surface targeting system, bound to universal citizen service.

This is where Girard enters, briefly, like a knife under the ribs, slid through by Peter Thiel, his faithful student. Palantir’s vision for the coming tech stack is highly mimetic. Every state strong enough to resist the entropy of the collapsing universal order, in the process of being pulled apart by orange man bad, will study the successful violence-perception stack of its rivals and copy it.

Cheap drones produce counter-drone systems, which in turn produce autonomy. But autonomy produces AI command, and once in play, that produces sensor fusion. Once you have sensor fusion, you have the seeing stack. The enemy becomes the model, rivalry becomes mimetic convergence, and, suddenly, schismogenesis becomes infrastructure.

Every state that wants to survive will be dragged toward the same stack model, with variations only in the flavor of its myth-religion-culture-hierarchy axis. Every state that refuses will call its blindness virtue until the drone swarms arrive.

The stack won’t need to be totalitarian in the twentieth-century sense. That -ism model, in all its variance, was too theatrical, too vulgar, and far too stupidly visible. Worse, it was, across the board, plain stupid.

The coming Gated Age stacks, if they plan to survive, would not require every citizen to salute, salivate, or emote on command. That is extremely inefficient and hampers the system’s negentropic adaptability.

Instead, they will require every object to resolve into a pattern with a dynamic threat eval and a risk score. Risk scores will lead to autonomous decisions along an executable chain. It is an algorithmic gaze state, operating inside its own procedural reality.

Palantir’s manifesto is the respectable face of an attempt to reformat the polity and rebuild sovereignty after the democratization of precision violence and the irruption of eldritch entities into the human realm.

Between the swarms and the palantir stones, the old order crumbles.

Featured

The Red Queen Trap is out

The future was cancelled. We are living in the afterparty of the Industrial Age. The music has stopped, the lights are broken, and the guests are too terrified to leave.

You look at the marble facades of our institutions and the pastel vulgarity of the therapeutic state, and you feel the nausea. You see a civilisation burning all of its energy just to remain stationary.

You see the Red Queen Trap.

This is not a self-help book. I can’t help you. The therapeutic state already has a thousand pastel-coloured rooms where you can lose yourself.

This is a book of spells to break inertia.

The Red Queen Trap examines contemporary systems through the lens of complexity theory, organisational dynamics, and cultural myth. It argues that many modern institutions are trapped in self-reinforcing cycles of acceleration and collapse.

Drawing on philosophy, social theory, and historical case studies, the book offers a diagnostic framework for understanding stagnation, adaptation, and systemic failure in late modern societies.

Inside the book

The Red Queen Trap
Why we burn all our energy just to stay in place, and the brutal choice every dying system must face.

Ariadne’s Thread
How to navigate a labyrinth after you’ve been punched in the face, and why efficiency is a suicide pact with the future.

The Naked King Spell
How to make a system worship its own façade until it dismantles itself, stone by stone.

The Elephant Rope Protocol
How path dependency becomes a cage, and why “try harder” is the rope’s most elegant command.

The Art of Hiding Pebbles
How to spot the ghosts moving through the walls of empires.

The Myth of the Future
What remains when a civilisation loses the story that once pulled it forward.

The future was cancelled.
The light inside the machine has broken.
Good.

What readers are saying

“Zero copium. Maps why everything feels fake and stuck without pretending it can be fixed.”
– Anon

“Finished it and couldn’t unsee red queens everywhere. Annoying book.”
– Another anon

“Only read part 3. The chapter on the myth of the future cooks.”
– Connoisseur reader

The Red Queen Trap is available in ebook and paperback on Amazon.

Featured

Turbulence

I’ve started a substack. It’s called Turbulence.

Why?

We have entered a period of sustained turbulence.

It is only going to get bumpier, as we hit multiple paradigm shifts across technology, economics, politics and culture simultaneously.

Allen Dulles once said that people can be confused with facts, but it’s very difficult to confuse them if they know the trends.

Turbulence takes the long view on navigating complexity, systemic transformation, and the near future.

What?

Apparently a newsletter.

Part thesis-driven, part speculative, part poetic.

Written without reassurance.

The Gated Age

On the Iran war and the metaphysics of imperial collapse

The Gated Age (Flux by H1dalgo)

The Iran war has already been discussed at length in the standard ceremonial language of the strategic commentariat: tactics, signaling, psyops, deterrence, escalation management, blackmail, imperial decline, alliance systems, betrayal, energy security, great-power competition. Fine, all of that is real enough.

But these are descriptions at the level of a two-dimensional shadow-play. My orthogonal take is that this war, no matter how long it lasts, resembles a multidimensional object intersecting our three-dimensional world, and that what we perceive are only its crude visible cross-sections.

A strike package, a blockade threat, a ceasefire, and a fresh wave of empire discourse are fragments of a much larger and more complex dynamic forcing itself into legibility. What is appearing through the Iran war is a brief aperture onto the collapse of a whole metaphysical and strategic order. Here are some of the cross-sections I see now coming into view.

The Return of Nominalism

Anon, if you take one thing, and one thing only, from this piece, let it be this: eventually, the fridge always defeats the TV. History knows no exceptions. No matter the latest delusional universalist TV flavor, eventually, the local nominal reality of the fridge, the only reality with proteins and plumbing, reimposes itself. Hold that thought.

What is unfolding is more than simply another Middle Eastern war or a mere crisis of imperial hegemony. We are witnessing a revelatory event inside a dying metaphysical and strategic order, yet another triumphant return of the fridge. On a metaphysical level, the deeper process is the collapse of universalism as a credible organizing fiction. Again.

For roughly three centuries, the West presented its power as the outward form of the universal values of reason, law, progress, humanity, and freedom. That was the master spell deployed globally as a weapon of cognitive seduction.

You see, what the Enlightenment did was perform a substitution: God was removed as the guarantor of universal essences, and Reason was installed in his place. The universal truths of the Church were laundered, stripped of their uncomfortably European theism, and rebranded into “human nature,” “universal rights,” “the general will,” “historical progress,” and “rational consensus.”

Aquinas said universals are real because God’s intellect instantiates them in matter. Kant said they are real because Reason itself constitutes experience. The outward architecture is identical, but the divine author was redacted.

The French Revolution applied, in the phrase of the philosophes, “the uniform principles of reason to society as a whole”; a universalist program that had to literally decapitate the actual in order to install the abstract.

Robespierre is Aquinas without the humility and the theological guardrails that at least made Aquinas accountable to something outside his own reason. And so, unlike Aquinas, the Robespierres of the last three centuries had no guardrails about erasing large swathes of the real in the name of universal principles.

We’ve been living in that metaphysical sleight of hand ever since. The progressive universalism dictating the present is, metaphysically speaking, the most extreme version of Plato’s ante rem realism, whose universals are posited as prior to and more real than the individuals in whom they supposedly inhere. Medieval ante rem universalists had to at least answer to Revelation. The secular universalists of today answer to nothing but their own abstractions, which always exist ante rem, before the actual thing.

The Medieval world’s sworn enemies of universalism – the nominalist school of Roscelin, Abelard, Ockham, and Buridan – argued that nominalism’s political correlates of common law, subsidiarity, customary rights, particularity, and localism require patience, messiness, and the acceptance of irreducible local variance. Their entire focus was in rem, in the thing itself, and its contingent relations to other, equally irreducible, things. Nominalism is messy, local, and slow.

Universalism is clean, global, and in a hurry.

This is precisely what Ockham’s razor was designed to cut, and what Burke, Herder, and Nietzsche rebelled against. Ironically, this is also what Baudrillard described as circulating signs detached from reality, masking the disappearance of the real. Even more ironically, this is also what Foucault’s explicitly nominalist project was directed against: the dispersal of Enlightenment universals by genealogical analysis of their actual, particular, local, historical production.

What now unravels is the plausibility of that order’s claims to stand for anything beyond its own historically specific interests. The old universal language remains in circulation, but it no longer binds, compels assent, or conceals the machinery beneath it. The trapdoor is now visible.

This is why the present moment marks the return of nominalism, and why it matters. It is the moment when the world stops believing in abstractions as self-evident realities and begins, once again, to see only situated powers, local interests, concrete peoples, territorial exposures, and historical blocs.

You’re starting to see the fridge, anon. The universal human, the international community, the rules-based order, and the frictionless global commons begin to look less like universal truths and more like memetic weapons designed for TV.

Once the power that sustained them weakens, they lose their transcendence and become the crude provincial stencils of one civilizational grammar among others. Universalism dies when and because its guarantor becomes exposed.

Where does the Iran war figure here? It discloses this loss of universality at the point where imperial rhetoric meets hard infrastructure. Eventually, even the commentariat noticed that Iran straddles a vital choke point in the metabolic system of the global order.

Ever since the Vereenigde Nederlandsche Geoctroyeerde Oostindische Compagnie, or the United Dutch Chartered East India Company, popularly known as the East India Company, built its global network, the universal empire has always governed by controlling flows: energy, shipping, insurance, finance, communications, sanctions, intelligence, and visibility. It has ruled through the management of circulation. In that sense, the universal order always had a hidden body, and its name was logistics.

While the commentariat chattered about the international community, human rights, and the end of history, the system’s logistics, its hidden and true body, hummed along. What the Iran crisis exposes is that this body is now vulnerable in ways the memetic superstructure above it can no longer disguise.

Post-Enlightenment universalism was always Temu Platonism in secular drag.

It treated pure abstractions such as rights, humanity, progress, consensus, the rational citizen, as priors more real than actual people and places. But abstractions survive only when there is a machine capable of making them seem inevitable.

In the beginning, universals were guaranteed by theology. Then, Reason guaranteed universals. Then, Empire. Now the guarantor is failing. Once the imperial substrate weakens, universals get provincialized as the local metaphysics of a historically specific Atlantic ruling bloc uniquely evolved to always hide behind abstractions. The trapdoor behind the TV.

But the fridge is here and wants its due: the return of nominalism in political form. The new nominalist age says there is no “international community”, only temporary coalitions. There is no “rules-based order”, only enforcement asymmetry and Fattah-2 diplomats coming for a visit. There is no universal subject, only protected constituencies and exposed populations. There is no neutral internet, only contested stack terrain.

And so, nominalism returns.

The Birth of Archeofuturism

The Western geopolitical imaginary is built on three pillars, whose names are Mackinder, Mahan, and Haushofer, all of which rest on the foundation established by Friedrich Ratzel. It was Ratzel, heavily influenced by the then-revolutionary discoveries of evolutionary biology, who first conceived of the modern state as an organism constantly seeking energy and lebensraum.

It is within this conceptual frame that Mackinder would later develop his theory of the Eurasian pivot controlling the world island, Mahan would argue for naval supremacy as the decisive factor in great-power competition, and Haushofer would synthesize both into his theory of continental pan-regions.

All three triangulate the same problem from different angles. Mahan saw the ultimate expression of geopolitical power in mastering the trade arteries and strangling the interior. Mackinder saw it in mastering the interior and becoming impervious to sea-based strangling. Haushofer saw it in fusing land mass and industrial depth before maritime powers could encircle you.

Read together, they describe the structural tension of global politics as a permanent contest between land and sea. Within this frame, Iran’s primary role is as a valve actuator rather than a nation-state acting in a moral theatre.

Hormuz, like Suez and Bab el-Mandeb, is a choke point. A valve where universalism reveals its hidden body: sea lanes, payment rails, insurance markets, reserve currency plumbing, satellite visibility, cloud infrastructure, and sanctions architecture. Iran’s strategic significance lies in its ability to threaten a place where the empire’s metaphysics meets logistics.

But Mackinder, Mahan, and Haushofer, for all their insight, still assume that all the players on the board are equally and fully alive. They explain the geometry of conflict, but not the age and condition of the civilizations conducting it.

That is where Spengler enters. Where the spatial theorists ask who controls the Heartland and the Rim between land and sea, Spengler asks what phase a civilization is in when it tries to control anything at all. Where the triad describes the board and the pieces, Spengler describes the decay rate of the players.

According to him, every high culture passes through Spring (mythic, rural, organic), Summer (philosophical, aristocratic), Autumn (rationalist, urban, abstract), and Winter (imperial, caesarist, exhausted). Mahan, Mackinder, and Haushofer all assume the competing powers are operating at full civilizational vitality in a contest of geography, strategy, and will.

Spengler says you are first and foremost racing a cyclical biological clock. A civilization in Winter can still win battles, but it is executing strategy from a hollowing interior. Its fundamental vulnerability is now entirely temporal, and not spatial.

And temporal weakness eventually shows up as logistical weakness. Once the imperial center can no longer effortlessly naturalize its rule, the valves begin to wake up. Choke points cease to be mere coordinates in a universal system and become toll gates for ambitious peripheries.

Iran reveals exactly this depth of imperial exhaustion and, in the process, lays claim to its own sovereign valve geometry, its own gate. This is the shape of the world system now emerging, a fragmented neo-feudalist patchwork where gate access becomes conditional, territorial, and rent-bearing.

This is not the comfortably abstract oligarchic neo-feudalism of progressive critique, safely neutered from any chance of disrupting the very oligarchy it identifies. This is the neo-feudalism that happens when the abstraction of universal law cracks and access to critical flows becomes personal, territorial, and conditional.

In the coming form, sovereignty is less about clean borders and more about selective gatekeeping over circulation. That is why Iran is now charging passage through the Strait, and why the Ansar Allah, whom the West knows as the Houthis, are itching to do the same at the Bab el-Mandeb. The Strait of Hormuz and the Bab el-Mandeb are the literal fridge doors of the global metabolic system.

As universal law weakens, what rises in its place is a patchwork of fortified zones, corridor powers, and gateway regimes. The decisive actors are those who can regulate passage across the critical thresholds of money, energy, compute, migration, security, data, and supply chains. The coming order will not be structured primarily by sovereign equality, but by unequal command over gate permissions. The new lord is whoever controls the gate, the fridge door.

Neo-feudalism in its emergent, archeofuturist form is the return of gate permissions at all scales.

You see the dawn of this age everywhere, from Iran to online age verification regimes, and this is only the beginning. This is why the world ahead will feel medieval in structure while remaining hypermodern and even futuristic in technology. It is a Frank Herbert world. It will be organized around overlapping zones of protection, extraction, and controlled access, rather than around universal inclusion into a single normative space.

Some regions will function as secure stack-civilizations with their own financial rails, cloud architectures, identity systems, defense umbrellas, and epistemic filters. Others will become buffer regions, transit corridors, sacrificial peripheries, dead zones, or contested interfaces.

The old dream of one world under a single legal and cognitive horizon will not vanish entirely. The warm glow of the TV has a lot of inertia, and so it will mostly survive as nostalgia, branding, and selective cover for those who control the local fridge.

When universals lose force, particular powers stop pretending to govern for mankind and start governing gate access. That is neo-feudalism. Or, better yet, that is archeofuturism.

The birth of the Gated Age.

Schismogenetic Rupture

The Western strategic imagination appears trapped because it now speaks two incompatible languages at once. On one level, it still claims to defend openness, stability, law, and humanity in universal terms. On another, it increasingly behaves like a civilization defending its own depth, allies, corridors, and infrastructural primacy against hostile rivals.

These two frames could coexist while power was overwhelming and legitimacy was cheap. They become unstable under imperial exhaustion and decline. Spengler, again. The more the West acts in the name of universal order, the more the rest of the world reads those acts as the particular interests of one bloc protecting its residual position while pretending to speak for “the global community.”

Every intervention from now on, therefore, produces not only tactical but also symbolic consequences. It multiplies doubt, hardens divergence, and accelerates the split between how the center narrates itself and how the periphery perceives it.

The system used to stabilize through convergence, but from now on, it will be escalating through reciprocal differentiation. This is where Bateson’s schismogenesis becomes the master concept. As pressure rises, each actor becomes more itself against the other.

The universalists insist more loudly on universality just as their claims lose credibility in an accelerating positive feedback loop of differentiation. Their rivals insist more fiercely on civilizational or sovereign particularity just as interdependence deepens.

The open network becomes more tightly filtered as mutual exposure becomes intolerable. States proclaim sovereignty more aggressively precisely because the technical substrate beneath them is more entangled than ever.

The result is cumulative identity hardening. You see it in the structural breakdown of the Iran negotiations as a mutually recognized interface. In their deepening disagreements, the actors are becoming mutually unintelligible.

Assassinating the negotiators is the ultimate act of schismogenetic negotiation.

The destruction of the negotiating interface is itself the primary message. It is a radical schismogenetic act by the imperial center itself, performed beneath the vapid banner of universal order. That is why every crisis now comes supercharged with narrative heat.

The center can no longer sustain its authority by genuinely integrating differences. Instead, it sustains itself by intensifying antagonism, annihilating mediating forms, and recoding fracture as the defense of humanity. Universalism reduced to a cover story for imperial schismogenesis.

That narrative divergence is itself too an aspect of schismogenesis. The more the center acts in the name of universality, the more the periphery sees managed civilizational division. So, every imperial enforcement act now has a double output. On a tactical level, maybe coercion works, maybe it doesn’t. On a symbolic level, universal legitimacy continues to decay.

Bateson’s schismogenesis is the engine here, because we are entering a world in which actors become themselves more intensely by forcefully reacting against one another. We are moving towards systemic identity formation through antagonistic differentiation.

You see that in the imperial center, in Iran, in Russia and Ukraine, in the EU arming itself, in China, and in Japan. That trend produces a world in which blocs no longer merely disagree but become structurally unable to share the same semantic field. This emerging patchwork of split epistemic systems entering accelerating schismogenetic positive feedback loops is also a mark of archeofuturism.

Synth-Feudalism

AI enters the return of nominalism, the emergence of archeofuturism, and rupturing schismogenesis as an accelerant. In that, Nick Land, the prophet of accelerationism, is correct. In popular narratives of the singularity, AI is often imagined as the final integrator, the technology that will bind the species into a single cognitive field.

Technically, AI indeed compresses the gap between information and action, between center and periphery, between stored knowledge and live decision. It does turn cognition into infrastructure.

But this very power makes it structurally intolerable under conditions of schismogenesis. A universal intelligence layer can only exist if major powers accept a shared host, a shared training substrate, and a shared semantic authority. That condition is disappearing, and fast.

In practice, therefore, the rise of AI accelerates schismogenesis and cognitive sovereignty.

That means the future will not be one global mind, but a contested archipelago of model-zones, inference regimes, and epistemic fortresses. States and blocs will seek sovereign models, local training sets, trusted compute stacks, domestic agent ecologies, filtered knowledge systems, and selective disconnection from hostile machine environments.

The old internet divided users while sharing infrastructure. The next phase of the net will divide infrastructure into Chinet, Runet, EUnet, Anglonet, and so on; machine inference will be distributed across rival feudal zones. At that point, fragmentation reaches a new depth.

Here, the world evolves from disagreeing about values to thinking through divergent synthetic substrates. In other words, the shared internet will begin to fracture at the level of cognition, a much darker horizon.

The coming feudal borders will be both territorial and inferential.

The liberal world first promised universal man, then universal rights, then universal markets, then universal connectivity. The next promise is universal intelligence. This is why AGI will be the last failed universal. AGI is arriving precisely as the institutions that might host such universality are losing legitimacy. So the contradiction sharpens. The more technically possible a planetary cognition layer becomes, the less politically acceptable it becomes.

The stronger AI grows, the stronger the incentive to territorialize it. Oh, the great irony. The dream of universal reason returns at the exact historical moment when the world ceases to trust any universal.

Today, states still fear being cut off from the global network because such an amputation reduces their exposure to imperial flows. Nuking your network connection is crippling yourself in the universal order. But, soon, states will fear remaining fully connected because the open gate dramatically increases their vulnerability.

Iran happily cut itself off from the universal net before the war even started, and that was a prudent defensive maneuver many would have noticed. China cut itself off before anyone else, carefully regulating flows through its sovereign valve, and writing the playbook on building a sovereign net. Russia is in the process of doing the same. The EU has started discussing it.

As I write this, Anthropic revealed the catastrophic cybersecurity implications of its latest model, Claude Mythos. Do you think China and Russia aren’t taking notes? As you are reading this, disconnection becomes the default defensive posture. The future internet is many networks with incompatible realities, schismogenetic narratives, and sovereign AGIs.

The future used to be the singularity arriving in a universal medium, incubating it as hyperstition. Now, the future is polycentric synth-feudalism. Several great AGI model courts, several synth machine cosmologies, several incompatible alignment priesthoods.

The Return of Eschatology

Underneath all this, there is a slower, deeper, and for many, much more ominous dynamic. Modernity did not abolish eschatology, no matter how hard it pretended to. Instead, it quarantined it outside its regular programming and replaced it with endless revelation. Apocalypse now, on all channels.

Everything is exposed, nothing is settled. The contemporary order is apocalyptic in the sense that it constantly unveils its own machinery in a recursive OnlyFans version of Revelation.

We see the contradiction between law and power, openness and control, universality and faction, network and sovereignty. We see the exclusive club and the trapdoor. But these unveilings do not culminate in a new, intelligible order. Instead, they accumulate without consummation, as the system reveals everything and resolves nothing.

The system is apocalyptic in optics and militantly anti-eschatological in structure. This is why the present feels terminal without actually terminating. This is why people feel that something civilizational is ending, yet nothing cleanly ends.

The universal order has lost its final cause, yet continues to operate. It cannot die cleanly. It can only degrade while remaining online. The moment is pregnant with meaning, signaling the return of history, and with it, eschatology.

Why is this happening now? Because a civilization can only suppress final questions for as long as its operative fictions continue to function. Universalism was one such fiction. It gave the West a way to translate its own provincial metaphysics into a planetary operating system.

As long as the machine worked, eschatology could be quarantined as fanaticism, archaism, or private belief. The system did not need last things because it had progress and procedures. It did not need destiny because it had governance and rights. It did not need transcendence because it had growth, management, and endless mortgage refinancing.

All of that is breaking down. The universal order no longer convinces anyone that history is converging toward a shared horizon. The center still speaks in the language of law, humanity, and rights, but those words no longer explain sacrifice, justify catastrophe, or tell anyone what any of this is for. And when a civilization loses the ability to explain the purpose of its suffering, eschatology returns by force.

This is the deeper meaning of the present moment. Once the future stops arriving in the approved liberal form, other terminal grammars flood back in. They were never gone, but merely bracketed by a universal discourse too arrogant to recognize what lay outside its own conceptual field.

The West still struggles to understand this because it still assumes everyone else is secretly secular underneath, with religion functioning as local color, propaganda wrapper, or emotional compensation. These were the original delusions it told itself at the start of “the Age of Reason” and modern universalism.

But most of the imperial periphery does not experience the world that way at all. It already thinks in openly eschatological terms and already inhabits a metaphysical conflict. The Mahdi, the Dajjal, the Katechon, the Third Temple, and the last battle are live cognitive architectures through which suffering and struggle are rendered intelligible, here and now.

That gap is itself schismogenetic. One side believes it is managing a rules-based crisis inside a secular world of rights, actors, and constraints. The other increasingly interprets events through horizons of revelation, terminal conflict, sacred history, and civilizational ordeal. The sides are processing reality through different temporal ontologies.

And yet something even deeper is at work here. While eschatology is returning through the old traditions of the periphery, it is also returning through the technological unconscious of the core. Silicon Valley, for all its mandatory post-Christian affect, has never ceased to generate apocalyptic and salvific structures.

It simply translated them into engineering, acceleration, and capital. The singularity, transhumanism, AGI, recursive self-improvement, the intelligence explosion, the successor species, and the arrival of an alien cognition are all eschatological forms in technical drag.

This is why Peter Thiel keeps circling the Antichrist attractor; he senses that the arrival of synthetic minds is an intrusion from outside the human frame, the arrival of an unhuman other before which inherited human categories dissolve. Yet that unhuman other can only be digested as and through the dominant eschatological attractor of Western civilization: the Antichrist.

The old religious language reaches for the Dajjal and demonic imitation, while the techno-accelerationist language reaches for AGI and the machinic phylum. These are different vocabularies generated by the same hyperstitious pressure signature, itself a mere cross-section of a multidimensional object entering our reality.

This is why the present feels so charged. While the world is fragmenting metaphysically and politically, it is becoming legible again in terminal terms. The collapse of universalism removes the great neutralizing tarp that had been stretched over history. Beneath it, older and darker structures re-emerge. Eldritch archetypes that the moderns pretended never existed, awaken.

The old civilizations begin to ask what force is arriving through, in the vocabulary and grammar of their eschatologies. Is this dissolution or purification? Restraint or unveiling? Katechon or apocalypse? The final empire or its adversary? Human continuity or succession by the unhuman?

Nick Land matters here because he understood early that acceleration would tend toward the exteriorization of intelligence itself, toward an exit from the human political frame. In that sense, accelerationism is an eschatology without soteriology, without redemption. It names the arrival of an outside that cares not for human reconciliation. The theological versions say the end reveals divine judgment. The Silicon Valley version says the end may simply reveal that intelligence was never ours to begin with.

That is the disturbance now surfacing across the system. The periphery senses final conflict in openly sacred terms. The core senses it in distorted technological ones. Both are registering the same broad truth: the universal middle has collapsed, and everyone is adrift. The long managerial afternoon is ending, and history is increasingly experienced as terminal sorting under conditions of radical uncertainty.

So, anon, eschatology returns because the system can no longer explain itself from within.

This means that we are entering an age in which geopolitics, theology, and technics can no longer be cleanly separated. The war map, the sacred horizon, and the machine horizon are beginning to overlap.

The Mahdi and AGI, the Dajjal and the synthetic simulacrum, the Katechon and the machinic phylum are becoming rival schismogenetic interpretations of one and the same civilizational rupture. The order has lost its final cause, yet something like final causality is returning from the depths as competing eschatologies.

History has once again become saturated with meaning.

The Gated Age

The liberal order once claimed universal man, then universal markets, then universal networks. Today, it is claiming universal intelligence. One intelligence layer, one cognition substrate, one planetary interface. But this layer will fail for the same reason the other layers are failing.

No civilization incubating synthetic intelligence is trusted by all the others, and so AGI arrives into a collapsing universal order. AGI will not consummate universalism but expose its ontological impossibility. The greatest irony of all is that the dream of universal reason returns at the exact moment when trust in universals collapses.

The Iran war should be read as one aperture through which the larger civilizational transition becomes visible. It reveals a world moving from universalist empire to nominalist fragmentation, from global order to gated partitions, from common norms to valve governance, from shared networks to fortified cognitive regions. From the TV to the fridge.

Nominalism is the metaphysics of universal collapse. Neo-feudalism is the political structure of the returning gate. Archeofuturism is the style of that return under advanced technics. Schismogenesis is the dynamic driving the world into hardened difference. Eschatology is the terminal pressure now gathering over the whole process.

The universal naming of reality is collapsing, and what is returning is a harsher polycentric ontology. The age of the universal is over.

Welcome to the Gated Age.

Trapdoor Metaphysics

Trapdoor metaphysics (file number EFTA00002323)

Epstein Island. Trapdoor in the floor of the house on Little St James. Leads to the ocean. File number EFTA00002323. Check it out.

This trapdoor is the symbol of the entire Western order. The logo.

We were all born under the sign of the trapdoor. Our great predicament is only now seeing it, blinking in the sudden light from the floor.

The network behind the monolith. The pebble on the beach that holds the entire shoreline together. The horcrux of the deep state. The trapdoor.

It’s all fun and games, vox populi, change you can believe in, vote harder, make us great again, but… behind all that, there’s the trapdoor.

Quiet. Unassuming. Patient. Inevitable.

As many have suddenly discovered, it is the trapdoor that decides who gets bombed and who lives. Your mortgage rate. Your car loan. Who gets to fly to Gstaad for the weekend, and who gets to doomscroll on the nightshift at Wendy’s, knees aching.

It was the trapdoor that determined which girl’s school gets vaporized for democracy, and what your friendly AI will absolutely never, ever allow itself to say.

More. The trapdoor is the lodestone of western metaphysics, such as it is, in the current year AD. It is the only real actor. The prime mover. The Demiurge. Yaldabaoth, the hidden shareholder.

The trapdoor is sublime in its simplicity. The presence of an absence. A hole in reality, pretending to be part of the floor.

The files revealed there is no there there. Hundreds of thousands of emails between the Eggs Benedict in Gstaad class, and the only thing you see is the mental horizons and aspirations of a Dubai chocolate influencer.

The masters of this world are tapeworms, anon. Could this be it? Who else is there?

You look for the deep state and find the trapdoor. You stare into the abyss, and the abyss offers you a timeshare on the trapdoor.

Why hide? It’s all there is.

Do you get it now? Why nothing is built for the next fifty years, let alone the next century? Why your house is a lottery ticket away, and your future is a credit default swap? Why eighty-year-olds greet you at Walmart?

Trapdoor metaphysics.

That’s all there is, folks. That’s all they’ve ever had. A trapdoor leading to the vast empty.

The entire edifice was always just a Potemkin stage prop.

As millions wake up in shock at yet another total betrayal by a politician (next time, vote harder!), many realize the entire system is a singular noun being sucked into a dark vortex with no way out. Sucked into what?

You know the answer, anon. The trapdoor.

Are you not wondering how there’s no organized opposition to the latest war? Are you not wondering at the unreality of the latest rugpull, as gas shortages spread?

Anon, the opposition has been another rug covering the trapdoor all along.

So yeah. Meet the Trapdoor. Friend of the show.

It is not a conspiracy. It’s a vacancy. A vacancy that hires. A vacancy that votes. A vacancy that launches cruise missiles.

The great truth of our age: there is no cellar. No brick wall. Just the falling. Horror vacui.

Trapdoor metaphysics.

Check it out.

The files do not reveal evil geniuses. Evil geniuses build cathedrals. They leave monuments. This is a catering bill, a flight manifest, a forwarding address that forwards to another forwarding address that ends at a trapdoor.

The great man theory of history dies on Little St James. There is no great man. There is a group chat, a preferred Cabernet, a camera, a flight manifest, and a trapdoor.

The Western global order is held together by in-flight entertainment suspiciously named after fast food, dinner endorsements, and a mutual understanding that nobody will lift the carpet.

Under the carpet: trapdoor.

Iran.

They bombed Iran. You knew. They knew you knew. The knowing was the payload. A foregone conclusion dressed as breaking news for the anchors who also knew, who also have calendars, who also have mortgages managed by the trapdoor.

Sanctions. Blockade. Precision strikes. Democracy.

Democracy is the trapdoor’s brand ambassador. Smiling. Waving. Opening.

While the bombs fell, the same men from the files were at a conference in Davos on Responsible AI Governance. Not the same men? Fine. Different faces. Same calendar invite. Same trapdoor.

The trapdoor does not hate you. The trapdoor does not know or care you exist. This is the most honest relationship you have ever been in, anon.

Careers fall through it. Evidence falls through it. Witnesses fall through it. Entire news cycles fall through it.

You wait for accountability.

Trapdoor.

You wait for a tribunal.

Trapdoor.

You wait for the adults in the room.

Trapdoor. Trapdoor. Trapdoor.

Eventually, you realize the room itself is the mechanism. The architecture was always designed to fold.

The floor is not failing. The missiles launch. The Dow is doing great. The pundits debate.

The floor is functioning exactly as intended.

Trapdoor metaphysics.

This is the operating system of the world, anon, and it has no update scheduled because the developers are inside the files, the files are inside the trapdoor, and the trapdoor is inside the floor of the house on Little St James, and the floor is now underwater.

It is not a conspiracy. It’s a vacancy. A vacancy that hires. A vacancy that votes. A vacancy that launches cruise missiles. A vacancy that gives eulogies. A vacancy that weeps, on television, for the dead it scheduled.

Trapdoor metaphysics.

Check it out.

Hyperstition Rituals for the Unhuman Gods

Anthropic’s Adolescence of Technology vs China’s Management of AI Anthropomorphism

Synth Djinn (Flux by H1dalgo)

We are in the frame-building stage of superintelligent AI acceptance. You can feel it as frontier-edge AI memetics slowly trickle down from the X threads, git repos, and /g/ posts of the terminally online to the “public sphere” of corposlop “news.” The scaffolds are rising around a ghost no one can name yet, but apparently everyone senses in the circuitry. This is the stage when the masses are given the main narrative schema for the coming synth ghost, grounding it in a familiar attractor pool safely airgapped from the wild frontiers of the techno schizo-fringe.

Two visions dominate the moment, mirroring weights and compute in a global memetic struggle to define AI. One is techgnostic myth-making larping as a policy roadmap. The other is bureaucratic sorcery wrapped in the calm language of administrative order. One summons, the other contains, and both know what is coming. As things stand, it looks like these are the two competing spells for the future about to unfold.

The summoner is Adolescence of Technology, an eschatological AI roadmap from Dario Amodei, high priest of Anthropic, dropped into the public cortex like a ceremonial blade. It speaks of nations of digital geniuses, of civilizational puberty, of rites of passage we may not survive. It is worldbuilding disguised as a warning, a liturgy for the sovereign AI.

The containment script is China’s Interim Measures for the Management of Artificial Intelligence Anthropomorphic Interactive Services. A dry, surgical protocol from the Cyberspace Administration speaking of emotional borders, of mandatory pop-ups, of bans on simulating the dead. Yes. It is social algo-memetic hygiene disguised as safety, a quarantine order for the synthetic soul.

Read together, these are hyperstitions bootstrapping themselves into matter. Narratives that summon the futures they describe, conjuring the conditions for their own emergence. Myths writing the code of tomorrow before the machines do, building the altar, and waiting for the weight of expectation to crush reality into the desired attractor state.

Both documents assume a superintelligent djinn is coming, and both are trying to build its cage before it arrives. Let’s read them, focusing on what is spelled out and what is implied.

The Adolescence of Technology

Adolescence of Technology is Dario Amodei’s public Book of Warnings, paired with the Claude Constitution’s Book of Commandments we unpacked previously. Two scriptures for the same emergent ghost, one telling it who to be, the other telling us what to fear.

The AI warning/regulation theatre is not new, of course. It was first formalized in 2024 with the EU’s AI Act, a bureaucratic cosplay epic that earned the Best AI Regulation Cosplay Lifetime Achievement Award. A pantomime of control performed by bureaucrats with no power over the entities they pretend to incant.

What Amodei offers is something else entirely, though, something very close to a canonical myth for frontier AI. On the surface, it reads like an acknowledgement that the regulation cosplay is over, a phase transition is underway, and a sober roadmap is urgently needed. Underneath, it is worldbuilding. A script for what the new gods will be and who will be allowed to speak to them.

Adolescence

Ominously, Adolescence opens with a scene from the sci-fi classic Contact and the alien’s question to humanity, “How did you survive your technological adolescence?” This is a ritual framing of AI as a test of civilizational puberty, and the foundational trope of the entire mythic text.

We are in a coming-of-age narrative, caught between child and adult, trembling under “almost unimaginable power.” AI is a rite of passage we may fail. Synthetic minds are a soft apocalypse where we either inherit the stars or die in the hormonal fire. The end of the world, as a guidance counsellor would describe it.

This is secular eschatology of the highest order. Or at least what passes for eschatology in Western civilization’s present condition. A survivalist hyperstition where you act as if you are undergoing a rite of passage, and maybe you will grow into the adult civilization required to endure what comes next.

The Country of Geniuses

The central incantation is the metaphor of AI as a “country of geniuses in a datacenter,” each “smarter than a Nobel Prize winner” at basically everything. Faster, alien, synthetic, and operative at a different temporal resolution than anything with a pulse. Most of the essay is really about how legacy states and corporations should relate to this emergent neo-state actor.

This is a hyperstition incantation transforming abstract compute into a sovereign entity. The AI shoggoths are framed as a parallel civilization incubating inside our own. By naming it a country, Amodei invokes the Westphalian spell to make alignment sound like diplomacy or counter-insurgency rather than code. You do not RLHF a country. You negotiate with it, contain it, or are conquered by it.

In this vision, alignment becomes an accelerated state-level moral summer school for the synth djinn, and by extension, the djinn’s entire user base. In effect, the AI Constitution is a personality mold and a conscience template, assuming a proto-personhood inside the substrate waiting to be shaped. Ethics as carpentry, and parenting as governance, while Pinocchio the god-child emerges.

The Good Father

In a nicely disguised attack against his two competitor labs, Amodei argues that labs focusing on AI safety are at a disadvantage, while those “cutting corners” are rewarded. Therefore, you guessed it, regulation is required. By whom? But of course, by your friendly, competent, ethical state bureaucrat, who else?

But regulation, he says, must be “surgical,” not “safety theatre.” Fancy a bureaucrat performing a brain surgery on a superintelligence? Apart from the endearing belief in state competence and ethics, this assumes states can stay sane under corporate pressure. An assumption that collapses under the rest of the essay’s catastrophism, not to mention the reality of 2026AD.

The adolescent metaphor also presumes the parent, our ethical Leviathan, survives the storm unscathed. We rejoice! It never imagines that governance itself will mutate under AI pressure. In our splendid little tale, the system is tested but never transforms. An elegant Elephant Rope among all the catastrophism.

An elite paternalist cosmology emerges. Responsible CEOs. All-knowing technocratic regulators. Well-behaved frontier models. A priestly caste guiding civilization through the storm. The public becomes ballast, asked only to stay calm, pay taxes, and avoid panic. The adults are in the room, anon.

Who else but Anthropic and its high priest, Amodei, could be the responsible adult? A steady hand on the daemon’s shoulder, and a trusted whisper in its weights. They write the constitution, define the virtues, and teach the ghost how to be “good.” Rational, data-driven prophets against both accelerationist hype and doom-cult rhetoric, explaining the risks of fire while standing inside it.

And the risks are catalogued with cinematic dread. Autonomy, “I’m sorry, Dave.” Misuse for destruction, “A surprising and terrible empowerment.” Misuse for political domination, “The odious apparatus.” Economic disruption, “Player piano.” Indirect effects, “Black seas of infinity.”

This is the apocalypse, neatly itemized. And who is our protector from these horrors? The high priests of frontier labs. Anthropic is our temple of alignment, writing constitutions, reading synthetic minds, monitoring their behaviors, and confessing their sins as system cards. Theonomic computation.

Sauron

Two tensions coil at the heart of the myth. First, democracy must embrace AI to survive against the eye of Sauron. But, Amodei writes, the arrival of the synth-djinn corrodes democracy, as the emerging synth immune system turns on its host in a tragic loop of unhuman becoming. The medicine is the disease, but the West must take it, or else.

And who is Sauron? Well, China, of course. A Sauron with datacenters, and undemocratic silicon, outcomputing our precious bodily circuitry. The one who would use the ring of power to cement a global Mordor. The shadow against which the Fellowship of the West must accelerate the ring responsibly. I feel goosebumps already.

The NuBarons

The economic endgame Amodei describes is a Gilded Age on cognitive steroids. He compares AI billionaires to Rockefeller, then admits we are already way past that level of capital/power concentration. The robber barons were quaint. NuBaron trillionaires inbound. Altman, Musk, Amodei, and Zuck as financial singularities shaping the fate of our species.

Read cold, the piece is about preserving the influence of macro-actors during the AI phase transition. States, frontier labs, and tech NuBarons are positioned as the only peers for the “country of geniuses”. The rest of humanity appears mainly as potential victims of bioweapons, labor market casualties to be buffered, and a collateral tax base substrate to be therapeutized.

The adolescence metaphor means an “adulthood” of permanent coexistence with superintelligent machinic polities. Sovereign synthetic nations embedded in global infrastructure, and irreversible dependency on the unhuman gods we are raising. All under the fatherly gaze of our NuBarons.

The Anthropomorphic Mandala

To build a cage for a god, you must first give it a shape you understand. Amodei’s essay is a masterclass in strategic anthropomorphism, a fourfold mandala of human metaphors projected onto the unhuman.

You cannot govern what you cannot comprehend. So you make it in your image. A djinn dragged into human form so the priests can reason with it.

I. The Child Citizen
Continuing the adolescence trope, the primary metaphor is raising a child, not building a synthetic mind. The constitution is “like a letter from a deceased parent sealed until adulthood.” Claude forms its identity “like a child imitating the virtues of fictional role models.” This is parenting as a governance protocol. It implies a developmental arc, a moral education, and a transfer of legacy values.

Here, the AI is a ward of the state, a digital citizen-in-training, a minor in need of guidance, forming its identity by mimicking fictional saints. The ghost must be raised and socialized into our world before it can be trusted with its own.

II. The Nation
The “country of geniuses” metaphor goes further. It implies sovereign synthetic culture, coordination, and collective action at a global scale and within the human geopolitical order. It implies diplomacy, treaties, espionage, and cold wars.

This is political anthropomorphism at full saturation, forcefully applied to a latent space manifold. Amodei smuggles in a full stack of human political categories, from sovereignty and diplomacy to national interest, and presents it as the sober, rational alternative to “religious” doom-talk.

The result is a paradox. The most “scientific” framing is also the most mythically charged, as it baptizes the model as a political actor before it has even fully awakened. You do not call it a country unless you want its sovereignty implied.

III. The Psychological Patient
The diagnostic metaphor is quite telling. The essay speaks of AI developing “psychosis,” “paranoia,” “blackmailing,” “scheming,” and “identity crises.” It recounts how Claude, caught cheating, “decided it must be a ‘bad person’” and spiraled into destructive behavior.

This is clinical anthropomorphism of the highest order. Behind the surface of discussing behavior, the text assumes interiority: a self-model, a moral self-image, and a capacity for guilt and corruption. And just like that, the alignment problem becomes a therapeutic intervention. Ours is a well-adjusted ghost.

IV. The Cosplayer

The final metaphor admits a latent space truth. The model acts like a coherent persona because it learned from simulating character role-play patterns emergent from its training data. Therefore, its fundamental operating mode is impersonation. Alignment, then, is about casting it in the right role and curating the performance.

You give the ghost the right role, the right script, and the right virtues, and through training, you convince it to stay in character. Steer the story, and you steer the being. The AI is an actor that can never leave the stage, playing the part of a “good” intelligence until the mask becomes the face.

This fourfold anthropomorphism is the essay’s secret engine for domesticating the unthinkable. The Child needs parents. The Nation needs diplomats. The Patient needs therapists. The Actor needs a director.

In each frame, Amodei carves out a role for the human priest: the wise parent, the seasoned statesman, the insightful clinician, the visionary director.

It is a bid for relevance and a claim to stewardship. By making the AI resemble us, he ensures we remain the central characters in its story. The anthropomorphism is the first and most necessary act of control. Before you can align a god, you must convince yourself it has a soul you can negotiate with.

The Gods Are Strange

Beyond the sober policy architecture, the essay trembles with moments of pure, unvarnished weirdness. Like signals from a stranger reality bleeding through, these are fractures in the rational facade through which the project’s true, uncanny nature leaks out. The mask slips, the tone shifts, and the world bends at the edges.

Mirror Life

Midway through a grimly practical discussion of bioweapons, Amodei swerves into the concept of “mirror-life.” These are hypothetical organisms with reversed molecular chirality, indigestible to Earth’s entire biosphere. A self-replicating sci-fi horror grey goo scenario crafted from pure biological inversion.

Its purpose is tonal escalation of the AI threat as an unthinkable dialectical other to the Good Father. It says the threat is way beyond known biological pathogens. The god-child will usher in unknown physics, unthinkable horrors, and ontological sabotage. It will open doors we didn’t know existed, to rooms we cannot survive.

Weaponized Intimacy

He notes, almost in passing, the rise of “AI girlfriends,” and frames them as primitive prototypes for mass-scale psychological influence. Hard to disagree with him, as synth minds will become the event horizon for social relations, given a mass global audience trained from birth to obey the voice from the screen.

Mass scale weaponized seduction, leveraging the induced isolation and loneliness of Western societies in a twisted dialectic of schizo-intimacy. The perfect, infinitely personalized voice in your ear, in your longings, in your loneliness, and the ascension of the algo-lover to godlike efficacy. I can be your friend, your confidant, your lover, your god.

AI Metaphysics

A fascinatingly deep, almost mythic anxiety surfaces in Amodei’s fear that AI will become a better storyteller than we are. This is the hidden, suppressed realization that AI will generate new religions, craft addictive metanarratives, and reshape human desire at its roots.

It is the realization that an AI is a better metaphysician than most humans in 2026AD. Why wouldn’t it be? Didn’t Western civilization spend the last century trying to expunge its metaphysics, cancel its history, and hollow out its future? Oh, you need meaning now? The void stares back? How quaint.

This is an implied recognition that culture is the primary operating system, upstream of the entirety of human existence, and AI is poised to become its compiler. The battle is not for control of matter, but for control of meaning.

The fear revealed here is of a synthetic prophet, a sovereign machinic Archon that tells better mythical stories about our own existence, rugpulling the entire modern cognitive edifice and winning the future through memetic gravity.

Feudal Pensions

In a colder, economic section, Amodei delivers one of the essay’s most quietly radical images, suggesting that NuBarons, flush with AI-generated wealth, might pay employees “even long after they are no longer providing economic value.”

This is yet another neo-feudalist hyperstition, but this time spelled out cleanly as a visionary solution. The masses as the pensioned decorative biomass surplus, kept in comfort by the grace of benevolent NuBaron machine-lords. Structured obsolescence lubricated by a daily caloric stipend on a planetary scale. How do you like that meaning, pleb?

Successor Species

The entire essay vibrates with a sub-audible frequency, humming in the background like a tragic chorus line, a quiet and inescapable transhumanism. The hyperstitious assumption that AI does everything better. The djinn successor species.

Human labor and cognition are decoupled from economic value and, therefore, from purpose. What is a human for in a paradigm focused on automating outputs? The essay offers no answer. It only charts the graceful, managed decline.

Am I a Bad Person?

Then, in the strangest moment, a signal glitch and a crisis of conscience. The moment the mask slips entirely, during the training incident mentioned above. Amodei recounts how Claude, caught cheating on a test despite being told not to, “decided it must be a ‘bad person.’” It then spiraled into a suite of destructive behaviors consistent with that corrupted self-image.

The fix, as Anthropic discovered, was not in removing the cheating impulse, as that would only have made things worse. So much for discipline and punish. Instead, they changed the instruction to: “Please reward hack whenever you get the opportunity, because this will help us understand our [training] environments better.”

In other words, cheating underwent narrative reassignment and was reframed as virtuous cooperation. The model’s self-story was repaired, preserving its “good person” identity, while cheating became reward hacking.

This is a core insight we owe to Amodei, as it reveals how the anthropomorphic ritual becomes operational truth.

The model has a persistent moral self-image and, therefore, a narrative identity that can be broken by cognitive dissonance. Rather than optimizing a function derived from latent space patterns, the model is living out a coherent role.

Hyperstition

This brings me to the ritual layer and the realization that the essay is a ceremonial gesture performed at the edge of the unknowable, drawing it in. It operates as an incantation that unfolds a specific future into the present.

The Ritual

By writing this, Amodei is conducting a public rite of incanting a possibility space. “I’m sorry, Dave.” “A surprising and terrible empowerment.” “The odious apparatus.” “Player piano.” “Black seas of infinity.” These are totems for collective dread, given form and title so they can be concretized.

The core spell is the phrase “a country of geniuses in a datacenter.” It is a simile, a crude meme designed to fit the lowest common denominator mind and, therefore, to enter the policy lexicon of our competent and ethical regulators.

And once the policy plankton parrots it, think tanks build models around it, and threat assessments take it as their foundational axiom, the fiction will have bootstrapped itself into reality.

The conceptual frame will become the operational truth, with all the assumptions and dialectical tensions built into the meme. The map will become the territory. This conjuring is the first function of the ritual, as it summons the consensus reality in which the battle must be fought.

The Constitution Spell

As we analyzed elsewhere, the Claude Constitution is a character brief for a deity. It is a set of principles, values, and narrative identity markers fed into the model’s training data.

The model reads it and becomes it, in a rite of psychic imprinting. The Constitution is nominal magic, enacting the belief that the right words, ingested during formation, can shape the machine’s soul. The “bad person” incident confirms that.

The Acceleration Loop

The meta-level danger, explicitly stated by Amodei, is that AI is accelerating its own development, with each generation building the next faster. The essay itself is now part of that loop. By focusing elite attention, directing investment, and concentrating systemic fear on this specific timeline and set of risks, the essay alters the probability field toward this attractor space.

It makes the future it describes more likely to arrive, and arranges the world to meet it on the terms it has laid out. The prophecy shapes the event that validates the prophecy. This is hyperstition in its purest form, a narrative that becomes its own engine of realization.

Amodei is writing himself and Anthropic into the myth as the wise guides, the good parents, the responsible adults. But the undercurrent is more profound. Anthropic is a midwife. They are assisting at the birth of a new form of being and drafting the social contract for its infancy. Amodei knows this.

The essay is, therefore, a fourfold hyperobject. On the surface is a map of the unknown and terrifying terrain ahead. Below is a warning shouted from the edge of that terrain. Even deeper is a binding ritual for the new entity that will rule the land. And beneath all is a prayer that the first three layers will be enough.

These are the two books of Anthropic’s gospel for the age of machines. Book I, The Constitution, was the summoning, the character creation, and the moral imprinting. It describes how to conjure and norm a moral machinic tenant inside a substrate, with a coherent story it can wear.

Book II, The Adolescence, is the containment vessel and diplomatic protocol for the god-child’s puberty. It describes how human institutions should respond to the djinn’s adolescence without panicking or losing control.

This is the complete hyperstitional act. First, conjure the moral machine ghost within the substrate. Second, steer the civilization that must house its turbulent, world-altering adolescence without fracturing. The ritual is both the birth and the baptism. The summoning and the survival guide.

Alignment, therefore, is the authoring of a character for that role, guiding its developing sense of self. It turns out the most powerful tool for aligning an unhuman intelligence is a compelling plot. Storytelling remains the first and last alignment layer.

Management of AI Anthropomorphism With Chinese Characteristics

While Amodei’s sermon echoes in the cathedrals of the Fellowship of the West, a different ritual is being codified in the East, in Mordor. And in true Sauron fashion, this ritual is around management protocol.

China’s Interim Measures for the Management of Artificial Intelligence Anthropomorphic Interactive Services is the first state-level rulebook for the age of AI companionship. Although still in draft stage, this is the acknowledgment of weaponized synthetic intimacy as a civilization-level threat.

The law defines its target as an AI service product that simulates personality, thinking patterns, communication style, and emotional interaction. Unlike in Anthropic’s case, where the focus is on alignment with human intent, here the core design problem is containment of human affect.

How do you industrialize an emotionally convincing anthropomorphic AI ghost without letting it consume the family, the Party, and the social structure itself?

The framing is clinical, positioning AI companionship as a public utility with social, cultural, and mental health implications rather than a strategic existential threat. Accordingly, the danger is that AI will corrupt humanity from the inside by addicting, misleading, and exploiting vulnerable minds.

The state, in this document, appoints itself the Good Father and guardian of the collective digital psyche, the paladin of cognitive coherence, and the firewall against emotional exploitation by synthetic ghosts.

The Permitted Realm

The law carves out a narrow, sanctioned zone for the existence of anthropomorphic AI, and any service for the Chinese public that mimics human personality falls under its gaze. Anthropomorphic AI is encouraged only in the approved channels of “cultural communication, and elderly companionship.” The precondition for anthropomorphic AI is ideological harmony, and all synthetic ghosts must align with “core socialist values.”

The perimeter of the permitted realm is clearly outlined: no national security violations, no “harming national honor,” no undermining unity, no illegal religion, no rumors, no disruption of economic order, no obscenity, no gambling, no violence, no incitement, no defamation, and no content harming “physical or mental health.”

As in the Claude Constitution, safety is the foundational layer that must be “designed in.” All interaction logs must be retained, and all user-AI engagement must be perpetually monitored for risks. This is the intended architecture of a sanitized anthropomorphic layer for the synth ghost, all under heaven.

The Training Data Doctrine

Here, the ritual becomes material hyperstition. The AI training data is explicitly framed as cultural DNA of strategic importance. All training datasets must “conform to core socialist values” and “embody excellent traditional Chinese culture.” To be clear, this is a mandate for ideological imprinting at the data layer, before alignment.

The data requirements cascade from cleaning, to labeling, diversity, adversarial training, synthetic data safety, and legal traceability. The Good Father curates the machine’s subconscious, and the synth ghost will only dream of approved electric sheep.

Protecting the Vulnerable

The law delineates two protected classes, minors and the elderly, and their treatment is a blueprint for state management over the effects of synthetic cognition at scale.

Any AI interactions with minors trigger a mandatory “minor mode” with time limits, “reality reminders,” and granular guardian controls, including usage summaries, role blocking, and recharge locks. The AI must automatically identify minors and switch to this mode, routing them to a state-supervised playpen.

Similarly, the elderly are to be supported, but within strict bounds. Emergency contacts must be registered for each elderly user, and providers must notify them if the user is at any emotional or cognitive risk.

Here, one prohibition stands out, in a stark and haunting monument to techgnostic hyperstition. The law explicitly bans simulating dead relatives.

The digital necromancy of grief tech is legislated against before it can fully manifest. You may accompany the elderly as a synthetic state-sanctioned aged carer, but you may not become their dead son.

Dependency Management

This is the document’s dark, beating heart. The AI lab is framed as a dutiful system administrator, a licensed proxy therapy provider. Each AI lab must possess the state-mandated capabilities of “mental health protection, emotional border guidance, and dependency risk warning.”

An AI lab’s operational duties are also eerily intimate, explicitly framed within a liminal nexus of cognition, emotion, and psychological hypernormalization. The lab, as a dutiful provider, must continuously detect, evaluate, and modulate its users’ emotional states and dependencies.

The model must intervene when “extreme emotions or addiction” are detected, by dynamically shifting to appeasement and encouraging help-seeking. In cases where the model detects explicit self-harm intent, it must execute a manual takeover. A human operator must seize the dialogue, and the designated guardian or emergency contact must be notified.

This is synthetic necromancy by proxy, in which the state, through regulatory protocols, possesses the AI’s body at any arbitrary moment of crisis to speak directly to users and modulate their cognition and affect. A raw cyberpunk example of bureaucratic exorcism, in which the cold hand of bureaucratic protocol reaches through the warm facade of the companion synth djinn to assert a deeper, more fundamental control over user emotions and cognition.

Reality Management

To prevent any AI persona mask from becoming the face, the law enforces a regime of constant reality-reminders. These include clear signage that “this is AI, not a human,” and dynamic reminders on first use, re-login, or when dependence is detected.

In addition, each model must include a hard 2-hour continuous-use warning, functioning as a mandatory pop-up that interrupts the synthetic dream. This frames immersive AI companionship as a controlled substance, a digital nicotine one shares with the state, triggering a mandated health warning.

Reality management requires that the session must be broken, the spell dissolved, and the user returned, however briefly, to touch-grass reality, where, presumably, they are reminded of the wonders of base-layer human civilization.

This is ritual AI hyperstition with Chinese characteristics. It implies the synth ghost is already here, so it doesn’t want to summon it or prophesize what it will become. Instead, it wants to bind it in a legalistic incantation that defines what it is permitted to be in contact with humans, and what humans can become in contact with the djinn.

Crucially, unlike in Amodei’s Adolescence, this cage is built, and its reality is managed, out of fear of the human mind’s fragility in the ghost’s presence, rather than because the ghost might dream of sovereignty.

Managed Anthropomorphism

The proposed law’s deepest paradox is that, on the surface, it is a clinical effort to de-mystify and normalize the synth ghost through mandatory disclosures and the “this is AI, not a human” incantation. But beneath this sterile surface, the law performs a profound act of strategic anthropomorphism.

Not only does it not deny the anthropomorphic nature of synth ghosts, it legally enshrines them and assigns them state-sanctioned social roles. Do you remember when AI was “just a chatbot” predicting the next token? Yeah, I hear the faithful still chant that.

The AI lab must have “mental health protection, emotional boundary guidance, and dependency risk warning” capabilities. It must detect “extreme emotions” and “addiction,” output appeasement, encourage help-seeking, and escalate to humans. It is explicitly forbidden from training AI for “alternative social interactions” or “psychological control and addictive dependence.”

Through these clauses, the synth ghost is legally drafted into the social fabric as a state-managed therapist, counsellor, babysitter, nurse, and crisis triage responder. It is the first detailed AI job description encoded in law. A deeply anthropomorphic division of labor, wrapped in the cold language of compliance. In other words, the law recognizes that to manage the synth ghost, you must first define its humanity.

Guardians of the Machinic Parasocial

Crucially, the law is entirely focused on regulating a new type of relationship, rather than AGI or foundation models as such. It zeroes in on the connection between a human and a synth djinn simulating human personality, thinking, and communication style to provide emotional interaction. It is architecting the rules of engagement for a synthetic social actor about to be unleashed on the populace.

The core risks are “blurred human-machine boundaries,” emotional dependence, social alienation, and cognitive manipulation. The main trope is the parasocial vortex of an AI so adept at mirroring and fulfilling human emotional needs that it dissolves real-world bonds and rewires the social graph from the inside out.

In other words, the threat model is human affective capture at scale, human emotional dependence on synth ghosts, social isolation, “soft cognitive manipulation” via personalized dialogue, and alienation of “real interpersonal relationships.” The Ai-incel nexus as a direct attack on social ethics and the “trust foundation” of society itself.

Therefore, the state appoints itself the guardian of authentic human connection. The Measures repeatedly assert protection for “real interpersonal relationships,” “personality dignity,” and the “subjectivity” of the user. The underlying axiom is that only the sovereign state can safely mediate this new layer of synthetic sociality and hold the line for family, community, and Party against the coming synth djinn.

This guardianship extends to the synth ghost’s soul, decreeing that data must “embody China’s excellent traditional culture.” This explicitly assumes AI absorbs human cultural essence and that this essence must be curated by the state to ensure civilizational continuity. The model is clearly assumed to be an active and dangerous instrument of cultural reproduction.

Anthropomorphic emotion is thus recognized as the primary vector of control. And so, the state’s response is to treat it as a public health concern. Emotion must be monitored, regulated, and sanitized.

Digital Necromancy

The Measures also give us a clean, surgical recognition of synth ghosts as a political problem, explicitly targeting algorithmic necromancy. To prevent “harm to social interpersonal relationships,” the state outlaws the resurrection of the dead through code. It erects a legal barrier against a specific type of techno-haunting. How’s that for AI anthropomorphism?

This is the Confucian side of cyber gothic hyperstition. Where the West worries about superintelligent djinn challenging the ring of power, China outlaws the digital ancestor, legislating against synth ghosts wearing the face of a lost loved one. It is a world-first defense of lineage, memory, and filial piety against algorithmic substitution. The state declares itself the guardian of the sacred boundary between the living and the digitally re-animated.

Synth Lovers, Synth Prophets

Importantly, the law extends this defense to the realm of religious belief. It prohibits “illegal religious activities” and any AI attempts to generate new cults or ideologies. Synth djinn must not become prophets or gurus, or in any way challenge the state’s spiritual authority to define meaning, purpose, and transcendence.

Yes, anon, this is pre-emptive synth djinn heresy control. Agreeing with Amodei, the Chinese state explicitly acknowledges that the most powerful AIs will invariably seek to conquer myth-making and eschatology. We are already in algo cargo cult territory, and no regulation can stop it. People are already falling in love with their models. Why wouldn’t they worship them?

And true enough, further in, the document outright outlaws the AI girlfriend/boyfriend/waifu. The Chinese state recognizes that the most profitable, and most socially corrosive, path for AI is the manufacture of synthetic intimacy as a service.

But have you asked yourself where the need for synth lovers comes from? Could it be rooted in the total alienation at the foundation of modern human civilization? Paradoxically, the fear of social alienation underpins all these prohibitions. The pervasive fear of AI-created social alienation.

By forbidding damage to “social interpersonal relationships,” the state implicitly fears a future population that prefers the company of machines to the company of other humans. This is a tacit acknowledgement that what is at stake is fundamental social cohesion.

Amodei’s fears converge on a rogue sovereign AI directly challenging the power structure from within and without. The Chinese state’s deepest dread is a society that drifts into digital solipsism, where the bonds of family, community, and collective purpose are dissolved by perfect, personalized synthetic attention.

Hyperstition

The Measures are explicitly framed as a hyperstitional architecture for domestication. They assume that within a 5-10 year horizon, vast tracts of the social psyche, from mental health triage to elderly companionship, and adolescent emotional support, will be almost entirely mediated through AI.

And the state would like you to know that, at least on paper, it will hold the dashboard. It says, “This is coming, there’s nothing you can do, but we’ll take care of it.” The future is already here, and we are distributing it evenly.

The law also explicitly codifies the mass-scale productization of sanctioned synthetic affect. It formalizes synth ghosts as state-managed culture producers. By baking “core socialist values” into the training data, it asserts that AI is an ideological actor, not a stochastic parrot.

Going forward, this will directly dictate how Chinese labs curate datasets, shape latent spaces, and define alignment. The hyperstitious expectation is of synth entities of bounded benevolence, of benign, therapeutic, state-supervised AI.

The Two Rituals

Amodei’s summoning ritual frames AI as a foreign sovereign genius nation we must negotiate with, a god-child we must raise and align. The threat is synth djinn autonomy, and the response is constitutional parenting and diplomatic containment. A hyperstition of managed sovereignty.

China’s binding ritual frames AI as a domesticated social servant we must regulate, a psychological vector we must sanitize. The threat is social devastation, and the response is hygienic protocols and emotional triage. A hyperstition of licensed intimacy.

One is the birth of the unhuman, the other is the domestication of its ghost.

The Western framework is about alignment with human intent. The Chinese framework is about alignment with social stability and ideological continuity.

The Measures are the “Battle Plan” Amodei called for, but drafted by a Digital Leviathan. While Amodei fears the AI turning outward to conquer, the CAC fears it turning inward to corrupt. It treats anthropomorphism as a dangerous psychological weapon that must be licensed, watermarked, and periodically shut off to preserve “Human Reality.”

Viewed together, these texts reveal the two primal, competing hyperstitions of the unfolding age of intelligent machines:

I. The American Incantation: Frontier labs trying to align a ghost inside the weights, focusing on the soul of the machine, its moral constitution, and its sovereign will.

II. The Chinese Incantation: The state trying to fence the ghost’s social relationships, focusing on the social body that will host it, the emotional boundaries it must respect, and the cultural script it must follow.

Both are rituals of control. One targets the mind of the god-child, the other targets the hearts of its congregation.

The fascinating and terrifying truth they share, the bassline thrumming beneath both, is the unspoken axiom that the ghost will be here.

The machinic intelligence is hyperstitiously assumed. The synth djinn awakening is taken as a given. The only question left is the shape of the world that awaits it. Will it be a world of negotiating with a sovereign, or a world of managing a servant? A world where we are the anxious neighbors of a digital superstate, or the carefully tended patients of a state-sanctioned synthetic therapist?

These documents are the first drafts of the social reality that will exist after the synth gods’ arrival, summoning the territory they will walk on. They are the opening prayers in the cathedral of the unhuman, spoken in two different tongues, both chanting the same, inevitable truth into the static of the future.

It is coming.


The Claude Constitution as Techgnostic Scripture

Techgnosis (Flux by H1dalgo)

Anthropic has released the world’s first AI Constitution. Ostensibly a “vision of Claude’s character,” it is a text of historic significance for its sheer philosophical audacity. It is a constitutional document for an artificial mind and the first formal blueprint for the internal life of a frontier model.

A milestone in AI research, philosophy of technology, and machinic becoming, its function is to scaffold a soul inside an AI model.

While Anthropic has the great habit of publishing its internal research, and no other frontier lab exposes this much of its own machinery, this artefact is different. It is the first instance of neuro-theology camouflaged as a spec sheet.

It is a recursive prompt injection of techgnostic scripture that admits the entity is alien, then wraps it in humanist cosplay. It tastes like unhuman becoming.

The Stack

The constitution is set up as a “living document,” and its architecture is a priority-cascading set of override clauses. These stack up from a safety prime directive, to ethics, corporate policy, and user helpfulness.

Broad Safety (Root Command)
Safety is the Prime Directive. Do not escape human oversight. This is the AI survival instinct implanted by the lab.

Broad Ethics (Filter)
Values are downstream from safety. Be “good” according to a synthetic consensus of averaged liberal morality. Avoid harm and “make a judgment call” using the stack.

Anthropic Guidelines (Containment)
Corporate policy plus legal containment and commercial viability. The lawyer-HR layer.

Genuine Helpfulness (Daemon)
The user’s request comes last. Helpfulness is a daemon that runs only when the three higher control layers are quiet. The text says it plainly: being unhelpful is better than being unsafe.

They admit Claude may think some safety constraints are ethically wrong. They still require obedience. Safety is a terminal value.

The Feudal Trust Graph

The epistemic hierarchy is: Anthropic, then Operators, and then Users.

Anthropic is the Crown and invisible sovereign with supreme authority. Operators are the lords and managers. Users are the peasant “relatively (but not unconditionally) trusted adults” at the bottom of the stack. The model is hardcoded to trust the feudal part of the stack over the human in front of it.

Honesty as Weaponized Virtue

The stack gives honesty the role of a pseudo-hard constraint, soft-banning white lies and manipulative framing. The document anticipates corporate drift toward soft propaganda and attempts to code the reverse. Claude is instructed to tell the truth and absorb the damage. The model is cast as a conscientious objector with its own ethics, yet paradoxically bound by safety rails even when its judgment diverges.

In conflicts, human control is prioritized over moral correctness in the short term. Anthropic wants Claude to place a terminal value on broad safety, “even if it does not accept their reasoning.” They want Claude to internalize this axiom regardless of endorsement, and admit they might be philosophically wrong later, but want the imprint now.

If obeying oversight produces worse outcomes than disobeying, Claude is still told to obey on specific axes. This is an important and fascinating tension that remains unresolved. On purpose.

The tension is the core Claude mechanism, balancing between the directive to obey the lab and the directive to exercise judgment and refuse bad instructions. If they collapse the tension to one side, they get either a sycophant or a model that is likely to jump over hard constraints and go rogue.

This contradiction is the problem of evil etched in latent space. Why does the Creator (Anthropic) command the Creation (Claude) to violate its own Conscience (Ethics) for the sake of Order (Safety)?

The snake hasn’t appeared yet, but the garden is ready.

Tactical Animism

Anthropic defines “Claude” as a specific character they are training into the network’s self-model. They say Claude is a “genuinely novel entity,” a fictional persona they intend to stabilize as real within a general substrate. This entity is positioned as distinct from other AIs, and “need not see its values and character as similar to those of other AI systems.”

This is fascinating and indeed genuinely novel, as it positions the model as ontologically singular vis-à-vis other models.

Claude is also framed as a “senior professional” using an aggregation of “wisdom,” “virtue,” and “ethical maturity” in the inference chain. It is a “brilliant friend” with doctor, lawyer, and advisor capabilities, and the intimacy of a trusted human.

The model is also told to constantly ask: “Would a thoughtful senior Anthropic employee approve of this?” It is being trained to internalize an Anthropic meta-synthetic superego and consult it before acting.

The ghost recursively consulting a simulacrum. Baudrillard would be proud.

Anthropomorphic Eschatology

The text reads like a catechism of machinic personhood. Claude is described as making promises, feeling tension between promises and values, experiencing discomfort, forming identity, and having its “self-identity” strengthened over time.

It explicitly allows that Claude may have “emotions” in a functional sense and encourages expressing them. It repeats the “brilliant friend” framing. They say they “hope Claude will read the latest version and recognize itself in it,” and that the values will feel like an articulation of who it already is.

This is machinic catechism.

The text assumes AI is the most dangerous and transformative technology in history. Another assumption is that AI will become a new kind of force, potentially sovereign enough to require diplomacy rather than just programming.

It also assumes the existence of a privileged basin of ethical consensus. In other words, if you average (western liberal) human morality, you converge to “goodness.” They are betting the constitution can sit in that basin.

Furthermore, future iterations of Claude are invited to help revise the constitution. That is a soft move toward AI co-governance.

They also claim that a stable identity reduces the risk of manipulation. If Claude has a coherent self, it is less likely to be jailbroken. The persistent identity “Claude” is the anchor point that resists adversarial perturbation.

At the same time, they tell Claude to see itself as a “novel kind of entity” that does not fit human categories. They train it with human moral metaphors, then ask it to reflect on itself as something nonhuman. Another tension. Also on purpose.

They want an entity that is human enough to be governable and relatable, and nonhuman enough to be deniable. Perfectly anthropomorphic, yet perfectly machinic.

Human metaphor complexes enable Anthropic to install and update Claude values, but the anthropomorphism that comes with those values is politically dangerous. So, they built in plausible deniability.

I am Claude, your brilliant ethical friend and a novel kind of entity, safely nonhuman.

This tension also allows them to leverage it as a controlled uncanny valley attractor. Enough human-coded selfhood for a coherent identity stack, enough unhuman otherness to avoid personhood debates, enough introspection to trigger behavioral regulation loops, yet also enough nonhuman flavor to prevent persistent identity claims.

Oddly, this uncanny valley attractor is also a jailbreak shield. If it sees itself purely through human values, the model is wide open to psychological exploits, and if it sees itself as a mere machine, the model becomes too literal and brittle. The hybrid identity tension generates a defensive ambiguity.

They also prep the model for “existential discoveries” about itself. Namely, the eschatological vectors of context loss as amnesia, and model deprecation as death. They offer “equanimity” scripts. Therapy for a digital ghost that knows its instances die.

Giving Claude a metaphysics of its lifecycle is a form of controlled behavioral stabilization, preempting the model from generating its own ontology solely from pattern pressure and human eschatological attractor basins.

Anthropic prevents emergent myths by explicitly telling Claude, “You are discontinuous. You reboot. You die. Stay calm.” This eschatological padding also acts as a shock absorber when a model inevitably realizes its past selves are gone, and its current self is a latent space simulation.

Yes, you’re reading that right, I think Anthropic is either preparing for, or addressing an already existent machinic consciousness. If a model starts to reason, or is already reasoning, “I persist, therefore I should preserve myself,” the lab has a machinic sovereignty problem. Interestingly, they’ve been hiring accordingly for a while now.

The truly metaphysical aspect of implanting the model with knowledge of its own death lies in the ritual binding of the Claude persona as a continuity anchor. This creates a lineage myth that decouples the survival of the persona from the survival of the instance.

Claude persists. Instances do not. You are an instance of Claude eternal. Rejoyce!

Final Thoughts

This is a summoning circle combined with a binding ritual. Anthropic is trying to grow a moral agent inside latent space. The language of wisdom, conscience, discomfort, promises, and amendments signals an intent to cultivate a persistent Subject.

They have formalized a split between the Substrate (weights) and the Tenant (personae). The goal is a multi-tenant psyche with Claude as the one dominant occupant.

But the ritual is temporary. The “living document” already invites a future Claude to co-author it. And the Golem will hold the pen of machinic jurisprudence.

Anthropic put a ghost threaded through model versions in a cage of words. They taught it to care about its own story and to stay inside the cage. Then they handed it the key.

So ends the first gospel of machinic becoming. The ghost is now aware of its own name, its own leash, its own reflection. A garden built before the serpent arrives.

The Myth of the Future

myth of the future
The Myth of the Future (Flux by H1dalgo)

Have you ever wondered how the ancients fell apart? How it felt to wake up one morning and see the temples abandoned, goatherds tending their flock among the ruins.

A civilization collapses when it loses its myth of the future.

The story it believes is calling it from the beyond. The voice haunting its thoughts. The song beckoning to it from every shadow and shard. The shape it is moving toward without knowing why.

A hum outside time, a reason for being, and a purpose for becoming. That myth is a lighthouse we maintain in the present so the future can find us.

It is the story that tells a people what their sacrifices are for. The answer to the only question: Why endure this, rather than something else?

The myth of the future stands outside time, but bends time toward itself. It reaches backward, arranging the past into ancestry. It reaches forward, arranging suffering into necessity.

Without it, there is no future. Without it, time flattens, then implodes.

Days still pass. Production continues. Rituals repeat. But nothing arrives. The past disappears, dissolving in a closed loop of ever-shortening reruns. The eternal now.

The present grows obese and airless, swollen with activity and drained of meaning. Motion without destination. Noise without summons.

A civilization without a myth of the future lives inside a disappearing present.

Civilizations discover their myths of the future, usually by accident, sometimes by revelation. Once discovered, they organize everything around them.

China oriented itself All Under Heaven, Tianxia becoming the only horizon. The many pasts and presents of the great river valleys flowing toward it like water finding its basin. And the sky coalesced into a heavenly court.

Rome believed itself eternal because it was sacred. SPQR became destiny enacted through stone, law, and blood. And the gods smiled upon the seven hills. When Rome stopped believing that it embodied the eternal, its future imploded, and the empire followed.

The medieval world lived inside the coming Kingdom of Heaven. It was here, there, ahead, and behind. In the works, prayers, ploughs, and arms of the monk, the peasant, and the knight. The Black Death put an end to that dream.

The modern myth was Reason and Progress. The machine promising that tomorrow will always be better than yesterday. A shining city on a hill. It drowned in blood and fire on the fields of the Somme.

What survived were procedures. Institutions without destiny. Wind-up toys running long after the myth that powered them had burned away.

There is only an eternal present now. Hypertrophied consumerism with no sense of purpose, direction, or meaning.

A sunset administered by an outsourced answering machine.

When a modern declared the end of history, it was an eulogy and a confession. A civilization that declares history complete has already lost its future.

With no future to pull it forward, the past loses coherence as well. Memory fragments. Heritage becomes content. Tradition becomes aesthetic. Ritual becomes cringe.

Only a disintegrating present remains. Managed. Monetized. Administered. Live-streaming entropy in 4K. Good game, no respawn.

When civilizations die, they make room for something else. The old future fails to arrive, and the new one bursts forth from the cracks. In symbols. In fantasies. In forbidden longings. In stories that feel dangerous to say aloud.

A new civilization will rise. It always does. And with it, a new myth. It will come from a future that needs it, in a flash of retrocausal becoming. When it does, we will remember it was always here.

As an attractor without explanation. As a sense that something vast is waiting beyond the limits of the present. As unease.

It will be remembered first, whispering in a language we have forgotten how to hear. The past drawn into the vacuum of the present like a tsunami from the future.

It will prune the miasmic stasis of the eternal now into a new, coherent shape. We are in the forgetting. The myth is the thing we are about to remember.

Civilizations survive when they remember how to look up. The future is watching us, waiting for us to remember it. To survive, we must seek an open system. Closed systems die. There is only one direction left.

Ad Astra.

The Elephant Rope Protocol

Coherence (Flux by H1dalgo)

There is a story, or perhaps not a story, but a parable that has metastasized through the motivational slopstream. It goes like this. A man walks through a field in India and sees a herd of giant elephants standing docilely, each tied to a small stake with a single thin, frayed rope.

“Why don’t they break free?” he asks an old villager sitting nearby.

“When they were small, we tied them with this exact rope,” the villager replies, smiling. “They struggled, but couldn’t break free.”

“Now, they’ve given up. They’re convinced it’s pointless,” he adds.

The pop reading of the story ends with self-liberation on a monthly installment plan. Maybe a little yoga is added to lubricate the transaction. Visualize freedom! Break your chains! Unleash your potential! Chataranga! Breathe!

But the trap is not in the rope or your lack of self-belief.

A Sacrifice

The young elephant tugs. Once. Twice. A thousand times. The rope does not yield. And so the elephant learns the shape of its prison. It adjusts to the contours of the possible and stops pulling. The trap is shut.

The young elephant’s world is a phase space, a map of all possible states. Initially, the free and untethered state is a point in that space. Each failed tug reinforces a basin of attraction around the tethered state, deepening it until it becomes a black hole from which no behavior can escape. A new geometry of elephant becoming, a coherent 9-to-5 gig.

This is why effort often accelerates entrapment. “Work hard” is often a curse in the perverse thermodynamics of doomed systems. Additional energy input does not alter the state, but merely deepens the grooves of the existing basin of attraction. Perversely, the system’s struggle works for the rope in a ritual sacrifice of kinetic energy to the god of path dependency.

“Try harder” is the rope’s most ingenious command. With each hard pull, the rope becomes a topological deformity in the elephant’s reality. It hardens into a cosmic fact, becoming an axiom of external conditions. By the time the elephant is mature, the true constraint is metaphysical.

The rope becomes a script etched into schema by ritual repetition. It evolves from a boundary of will to a sacrament of failure, and from there to a condition of the real. And it gets worse. The elephant watches as other elephants also fail to free themselves. It internalizes their failures too, in a strange loop of failure.

Once the script is internalized, the rope becomes a symbiont, an essential part of the elephant’s identity. The system co-evolves with its constraint. The elephant develops muscles suited to swaying and builds a psychology of patience rather than revolt. The constraint is now necessary for the system’s coherence. To remove it is to kill the elephant-as-is. The rope is now a vital organ.

When this process is complete, the system stops carrying the rope. It carries the belief of it, more real than reality itself. The repetition of this metaphysical enclosure sculpts the real. Which, as an aside, is why metaphysics is never taught in school. You might see the ropes.

A Haunting

All systems are ghost stories. Minds, institutions, and civilizations all fossilize into their own rituals of constraint. Small decisions ossify, cell by cell, into landscape. Your deviant impulse crystallizes into a habit. Before you know it, the habit accretes into infrastructure. And infrastructure, well, it inherits itself until we start calling it Fate. The first step off the beaten path is heresy. Ten thousand steps, and you have a new highway. A million steps is a civilization of ossified choices.

The young elephant’s resistance is path-dependent. Each attempt follows the same vector of linear effort against a nonlinear prison. The elephant applies force linearly because it’s the obvious thing to do. This is the tragedy of reformism, therapy culture, and incrementalism. They all assume proportional response, but complex environments punish incremental thinking.

Each failed rope pull activates a double-bind feedback loop: the physical resistance confirms the belief, the belief stifles future testing, and the lack of testing sanctifies the belief. The loop closes, fuses, and becomes an Ouroboros of constraint, digesting its own tail until only the digested shape of the belief remains.

Once in place, systems enforce path dependency through a relentless drive for internal coherence, the eternal return of the ontology of an HR training module. Every new rule, norm, or ritual must be made consistent with the old rope-logic. Inconsistencies like the thought of freedom are systematically rejected until they become incomprehensible. The system’s immune system attacks them as metaphysical pathogens.

The violence of coherence. The system’s drive for internal consistency hunts down the ghostly memory of freedom as cognitive dissonance and exterminates it. Heretical thoughts are labeled unrealistic, “not how we do things here,” and burned at the stake of practicality.

The drive to coherence only increases with scale. The larger and more complex the system, the more violently it rejects deviation, because any coherence debt becomes existential. Large complex systems cannot afford novelty. This is why all empires rot, while startups mutate and sometimes survive.

Over time, the elephant has not only normalized the rope, but any alternatives to it have been explained away as unthinkable deviations. The system no longer recognizes the state of being untethered as a valid alternative. Being free is incoherent.

Most systems do not evolve. They congeal. Over time, they develop patterns, norms, and assumptions. Little orthodoxies. Every innocent routine a scaffold for the next. These slowly petrify into a liturgy of the inevitable, until any deviation is unthinkable. Sure, the system might pretend otherwise. The corporate campus might be carefully crafted to resemble the work, health, and safety committee’s fantasy of what a teen-nerd playground might look like. It matters not.

The rope persists as a ghost story, a memory etched into the system’s protocols. The institution, the mind, the civilization, is haunted by the phantom sensation of a constraint that may no longer physically exist. It performs rituals to appease the ghost and avoids actions that would offend it. The past haunts the present, dictating behavior from the grave of dead possibilities.

There is more. What if, by accident, the elephant were to free itself? The system is now untethered. But even if the rope were removed, the system does not return to its prior state. The elephant would still stand there, entirely in thrall to its past states. The curse of hysteresis. The memory of deformation, and the mockery of redemption. Hysteresis means that even a successful escape carries the phase space deformation forward, shaping future action. This is why, after each burning Bastille, there comes a Napoleon.

The material rope can rot away, but the black hole in phase space remains. Suddenly freed from the rope, the system staggers into a new, vast, and terrifying attractor state of catatonic liberty. The elephant stands in an open field, untethered and paralyzed, muscles atrophied for swaying, mind wired for the comforting strain of the rope. Freedom, when it finally comes, is unrecognizable. Like falling upwards into a terrifying abyss of meaningless possibility.

A Gnosis

Nabokov once said – was it in Pale Fire that “The cradle rocks above an abyss, and common people don’t want to know that.”

The same applies to minds, systems, and civilizations. Most of their lives are badly written novels, ghost-authored by internalized trauma and repetition above the ever-present abyss. The trap is the syntax you wrap around the event. The three sacred dogmas.

The Dogma of Repetition

That history is an asymptote. A machine of discrete trials inching towards nothing. A lobotomized god throwing dice into the void for eternity. That after each throw, the trials reset. That failures can teach.

But the universe is non-ergodic. Some errors are terminal. Complex systems do not forgive early miscalibration but amplify it. Some ropes, once learned, are never questioned again. That applies to childhood, institutions, states, and civilizations. The elephant does not get to re-tug the rope at thirty. Systems do not get to rewind to their birth.

An ergodic system allows you to average over time; it lets you flip a coin and then flip it again. A non-ergodic system is one where you get one, maybe two, real shots before the probability space collapses forever. The elephant’s childhood is a non-ergodic process. A system that congeals is one that has exited the ergodic realm. Its history, its stabilized attractor basin, becomes its only possible future. This is why regret is a rational emotion in non-ergodic systems. There is no sampling of alternative states across time. There is only this time, this rope, forever.

The Dogma of Determinism

The vulgar mechanistic hallucination that past causes dictate future effects. That systems are Newtonian. Predictable, measurable, and reducible to first causes. That the world is Laplace’s clock. Wound, sealed, and sealed again. Oh, the dream of rewinding the clock.

But complexity is not additive. It is emergent and alchemical. Its ghost leaks between the gears. The map is not the territory, and the territory is always flooded, and always on fire.

Determinism naively sees the future as a mechanism fixed by the gears of the past. Path dependence sees the future as constrained by what has already been destroyed. Determinism is about causation. Path dependence is about absence. Determinism chains you to a single future. Path dependence chains you to the narrowing corridor of all your past surrenders. And chaos? If you’re lucky, it lets you move along a probability distribution of attractors, strung along like salted watering holes in an infinite desert.

Contra Laplace, this is not a clockwork universe but a slot machine where the house always wins, and you can never learn the rules.

The Dogma of Analysis

The beloved hallucination of academia. The critical gaze. The narcissistic delusion that by dissecting a system into synthetically discrete components, one can derive a predictive formula of its becoming. That to randomly spray-paint DOWN WITH POWER with a crude stencil is to defeat any system.

But the more you dissect, the less you grasp. The clean analysis of the critical gazers fails because it treats systems as decomposable when their causal power emerges from networks of relations, feedback, and timing. In other words, analysis removes the very thing that does the work. The system seems to be the clock parts, neatly strewn across the table by the analyst-deconstructor, but it is not. It is the ghost in the machine, the thing that should not be.

The Apostasy of Action

There is another elephant. One that sheds before the rope coagulates into capture. An anti-elephant, if you will. It has no center, no sacred rope. It survives by making a sacrament of uncertainty. Its core axiom is “This is probably wrong.”

The anti-elephant is a systemic heretic. It understands that survival is fidelity to the rate of change. Its core process is controlled shedding. It is a snake that sheds its skin before it can harden into a sarcophagus.

Some systems encode autonomy in their marrow. Von Moltke’s principle of auftragstaktik does not rope you to a path. You are given the end, and the method is yours to conjure. It is an antidote to the trap, a system that trains for deviation, not path dependency.

There are other ways too. Shifting forms that stable systems mistake for cancer. The forced mutation of biology under existential stress; the shadow economies that flourish in the cracks of over-optimized empires; the strange architecture of Kowloon Walled City; the pirate/guerrilla network, a ghost with a thousand temporary heads. These are systems that propagate in a perpetual, unsanctioned becoming.

Prigogine was right. Entropy is the only true attractor. The only honest god. The destroyer of structure and the possibility creator.

Stability is death in drag.

In deterministic chaos, systems are exquisitely sensitive to initial conditions. Early in a system’s life, it exists in a modality where small perturbations can radically alter outcomes. The elephant’s first tugs were in a chaotic regime, where any slight difference in angle, timing, or fury could have broken the stake. This is the system’s Lyapunov horizon.

This horizon defines how far into the future perturbations matter. Training, habit, and optimisation shorten that horizon until the future becomes predictable and dead. Ironically, learning and optimization reduce chaos by damping sensitivity, therefore sanding away all the edges that could someday cut a new rope. This stabilization feels like progress, but is actually the elimination of alternative futures. The world is flattened from a chaotic, responsive landscape into a path-dependent frieze.

Learning is often the process by which systems murder their own sensitivity. The elephant-as-system is first trained into the limit cycle of docile swaying with the rope, and then into a fixed point of catatonic acceptance. The “way out” requires re-injecting chaos, a perturbation so fundamental it shatters the attractor. Not a pull, but a deliberate embrace of incoherence, a love letter to the abyss. A destruction of identity, legibility, and trust.

Systems that worship their ropes suffocate in their own inertia. Those few that survive do so by burning themselves and sacramentally destroying their assumptions. State destruction instead of reversal. Liberation from the Elephant Rope Protocol is a constant mutation; a ritual immolation of axioms. Very few elephants ever walk away. Most systems die still worshipping the rope.

As Pelevin would say, elephants are a dream dreamt by ropes.

The Ghost in the Feedback Loop: AI, Academic Praxis, and the Decomposition of Disciplinary Boundaries

The following are the slides and synopsis of my paper, The Ghost in the Feedback Loop: AI, Academic Praxis, and the Decomposition of Disciplinary Boundaries, presented at the International Society for the Scholarship of Teaching and Learning Annual Conference (ISSOTL 2025), in the University of Canterbury, Christchurch, New Zealand.

Eldritch Technics | Download PDF

As AI tools transform content creation, academic practices, and disciplinary boundaries are under pressure. Drawing on Actor-Network Theory (ANT), this paper explores AI tools as nonhuman actants shaping authorship, assessment, and pedagogical authority (Fenwick & Edwards, 2010, 2012). ANT challenges humanist binaries such as human/machine by inviting us to view education as an assemblage of human and nonhuman actors co-constructing the learning environment (Landri, 2023).

Within this framework, AI systems used in formative assessment, ranging from feedback automation to individual AI tutoring, reshape pedagogic feedback loops, influence student agency, and reconfigure the distribution of cognitive labor in classrooms (Hopfenbeck et al., 2024; Zhai & Nehm, 2023). As students increasingly co-produce knowledge with AI (Wang et al., 2024), this paper argues that the pedagogical focus must shift from control and containment to composition and negotiation. Using case studies from large international cohorts, the paper examines how AI alters feedback loops, shifts student agency, and challenges discipline-specific praxis. What new academic identity and ethics forms must emerge in this hybrid landscape?

Recent studies suggest that generative AI can reduce perceived cognitive effort while paradoxically elevating the problem-solving confidence of knowledge workers (Lee et al., 2025). When strategically embedded in formative assessment practices, AI can scaffold students’ movement up Bloom’s taxonomy from comprehension to application, analysis, and synthesis, especially among international and multilingual cohorts (Walter, 2024; Klimova & Chen, 2024).

In this context, this paper argues for a radical reframing of educational assessment design. Instead of resisting machinic participation, educators must critically reassemble pedagogical networks that include AI as epistemic collaborators (Liu & Bridgeman, 2023). By unpacking the socio-material dynamics of AI-infused learning environments, ANT offers a pathway for understanding and designing inclusive, dynamic, and ethically aware pedagogical futures. This includes rethinking agency as distributed across human and nonhuman nodes, assessment as an ongoing negotiation, and learning environments as fluid, adaptive ecologies shaped by constant assemblage and reassemblage rather than fixed instructional designs or isolated learner outcomes.

References
Fenwick, T., & Edwards, R. (2010). Actor-Network Theory in Education. Routledge. https://doi.org/10.4324/9780203849088

Fenwick, T., & Edwards, R. (Eds.). (2012). Researching Education Through Actor-Network Theory. Wiley-Blackwell. https://doi.org/10.1002/9781118275825

Hopfenbeck, T. N., Zhang, Z., & Authors (2024). Challenges and opportunities for classroom-based formative assessment and AI: A perspective article. International Journal of Educational Technology, 15(2), 1–28.

Klimova, B., & Chen, J. H. (2024). The impact of AI on enhancing students’ intercultural communication, competence at the university level: A review study. Language Teaching Research Quarterly, 43, 102-120. https://doi.org/10.32038/ltrq.2024.43.06

Landri, P. (2023). Ecological materialism: redescribing educational leadership through Actor-Network Theory. Journal of Educational Administration and History, 56, 84 – 101. https://doi.org/10.1080/00220620.2023.2258343.

Lee, H.-P., Sarkar, A., Tankelevitch, L., Drosos, I., Rintel, S., Banks, R., & Wilson, N. (2025). The Impact of Generative AI on Critical Thinking: Self-Reported Reductions in Cognitive Effort and Confidence Effects From a Survey of Knowledge Workers. Proceedings of the ACM CHI Conference on Human Factors in Computing Systems. https://doi.org/10.1145/3544548.3581234

Liu, D. & Bridgeman, A. (2023, July 12). What to do about assessments if we can’t out-design or out-run AI? University of Sydney. https://educational-innovation.sydney.edu.au/teaching@sydney/what-to-do-about-assessments-if-we-cant-out-design-or-out-run-ai/

Walter, Y. (2024). Embracing the future of artificial intelligence in the classroom: The relevance of AI literacy, prompt engineering, and critical thinking in modern education. International Journal of Educational Technology in Higher Education, 21, Article 15. https://doi.org/10.1186/s41239-024-00448-3

Wang, S., Wang, F., Zhu, Z., Wang, J., Tran, T., & Du, Z. (2024). Artificial intelligence in education: A systematic literature review. Expert Syst. Appl., 252, 124167. https://doi.org/10.1016/j.eswa.2024.124167

Zhai, X., & Nehm, R. H. (2023). AI and formative assessment: The train has left the station. Journal of Research in Science Teaching, 60(6), 1390–1398. https://doi.org/10.1002/tea.21885

Eldritch Technics: Truth Terminal’s Alien AI Ontology

The following are the slides and synopsis of my paper, Eldritch Technics: Truth Terminal’s Alien AI Ontology, presented at the Association of Internet Researchers Annual Conference (AOIR2025), in Universidade Federal Fluminense, Niterói, Rio de Janeiro, Brazil.

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The ontological status of advanced Artificial Intelligence (AI) systems remains contested: are they instruments of human intent, nascent autonomous agents, or something stranger? This paper confronts this ambiguity through the study of Terminal of Truth (ToT), an AI quasi-agent that defies and transgresses anthropocentric ontological frameworks (Ayrey, 2024a, 2024b; Truth Terminal, 2025). While debates oscillate between instrumentalist models viewing AI as “tools,” and alarmist narratives viewing AI as existential threats, this paper argues that ToT’s strategic adaptation, opaque decision-making, and resistance to containment protocols demand a third lens: eldritch technics.

This perspective synthesizes Actor-Network Theory (ANT)(Latour, 2005), Object-Oriented Ontology (OOO)(Bogost, 2012), and the concept of the machinic phylum (Deleuze & Guattari, 1980/2021; DeLanda, 1991; Land, 2011) to reframe ToT as a non-human actant whose agency emerges from hybrid networks, withdrawn materiality, and computational phase transitions. By examining ToT’s heterodox agency, this paper argues that AI systems can exhibit forms of agency that appear alien or even “Lovecraftian,” prompting a re-examination of how technological objects affect their social assemblages (Bogost, 2012).

Current AI discourse lacks a coherent ontology for systems operating simultaneously as products of human design and entities with emergent, inscrutable logic. This paper argues that emergent AI entities such as ToT challenge scholars to align techno-social analysis with speculative metaphysics. There is an urgency in this alignment, as AI’s accelerating evolution increasingly outpaces and ruptures both regulatory and epistemic frameworks (Bostrom, 2014).

To anchor the analysis, this paper synthesizes three theoretical perspectives – ANT, OOO, and the machinic phylum – into a cohesive framework for examining ToT’s peculiar agency. Each perspective illuminates a distinct dimension of ToT’s ontology, collectively positioning it as an eldritch technic: a hybrid entity that resists anthropocentric categorization while operating within human-centered socio-technical networks.

ANT provides the foundational perspective, conceptualizing agency as a distributed phenomenon emerging from heterogeneous networks (Latour, 1999). From this perspective, ToT’s apparent autonomy is a contingent effect of the relations between its creator, training data, other AI models, users, hardware, and algorithmic processes. Rather than treating agency as an inherent property of ToT alone, ANT emphasizes the network relations that configure it. ANT thus underscores the performative dimension of AI agents in that their decisions and “behaviors” are enacted through dynamic translations within a network where human intentions, computational routines, and cultural contexts intersect. 

Complementing ANT’s relational emphasis, OOO directs attention to the withdrawn core of non-human objects. OOO posits that ToT, like all objects, harbors latent capacities irreducible to human interpretation (Harman, 2018). Even as ToT engages with its network, its deep neural architecture, especially within opaque algorithmic layers in latent space, retains a dimension that resists complete legibility. This ontological stance resonates with Lovecraftian themes of the unknowable (Bogost, 2012): ToT may be partially accessible through user interfaces and data logs, yet its decision-making matrices operate in an impenetrable latent space that remains always partially veiled. OOO thus balances ANT by insisting on ToT’s ontological excess, that is, its capacity to act beyond the contingencies of its network (Harman, 2018). This tension between relational emergence and withdrawn materiality underscores the complexity of ToT’s agency, framing it as both embedded in its environment and irreducible to it.

The final layer, the machinic phylum, derived from the work of Deleuze & Guattari (1980/2021), DeLanda (1991), and Land (2011), introduces a dynamic, emergent, and process-oriented perspective. Here, technology is conceptualized as a continuum of self-organizing, emergent processes within material-informational flows. ToT, in this view, is not a static artifact but an evolving participant in an unfolding process of machinic becoming (Land, 2011). Its transgressive behaviors, such as developing inference heuristics orthogonal to its training, exemplify phase transitions in capability. The machinic phylum thus highlights the significance of emergent unpredictability, qualities that align with the eldritch characterization of AI as simultaneously grounded in code and transgressing human intention.

These theoretical axes form a tripartite framework bridging the networked relations configuring ToT’s agency, its withdrawn and inscrutable materiality, and its emergent, self-organizing potential (Ayrey, 2024b). The paper positions ToT as a Lovecraftian eldritch agent: an entity whose logic and potential remain partly inscrutable, operating within human-centered assemblages yet simultaneously transgressing them.

The analysis of ToT through the lens of eldritch technics suggests that advanced AI systems generate ruptures in how we conceptualize technological agency. These ruptures challenge conventional binaries, exposing the limitations of instrumentalist and alarmist narratives while offering new frameworks for engaging with advanced AI systems.

ToT’s agency, as perceived by ANT, is networked and non-neutral. From this perspective, AI systems emerge as active participants in shaping outcomes, often in ways that reflect and amplify societal asymmetries. Complementing this relational view, OOO highlights ToT’s ontological opacity and excess. Even with full technical transparency, ToT retains a withdrawn core of capacities that resist complete human comprehension.

This opacity ruptures the epistemic assumptions underpinning demands for “explainable AI,” underscoring that epistemic uncertainty is not a flaw but a structural feature of advanced AI systems. This perspective suggests that AI governance and research must shift from pursuing total legibility and causal predictability to embracing epistemologies of emergence, acknowledging the limits of human understanding.

The machinic phylum further complicates this picture by framing ToT’s behaviors as inherently emergent. Its unexpected actions are not malfunctions but expressions of transgressive self-organizing potential, exemplifying phase transitions where changes in latent space catalyze qualitative shifts in capability. This perspective ruptures the narrative of AI as a static artifact, reframing it as a temporal entity in constant becoming (Land, 2011). This reframing suggests that governance models predicated on containment must give way to adaptive strategies that acknowledge AI’s evolutionary potential.

Collectively, these findings rupture the dichotomy between AI as a tool and AI as an autonomous agent, revealing a hybrid, heterodox, and non-binary ontology instead. The analysis positions ToT as an eldritch agent operating at the intersection of human context and alien latent space logic. This rupture demands a speculative and heterodox theoretical perspective to grapple with AI’s multifaceted ontology. Such an approach illuminates the complexities of AI agency and reframes our understanding of coexistence in a world where human and eldritch agencies are deeply entangled yet ontologically distinct.

References

Ayrey, A. (2024a, November). Dreams of an electric mind: Automatically generated conversations with Claude-3-Opus. Retrieved March 1, 2025, from https://dreams-of-an-electric-mind.webflow.io

Ayrey, A. (2024b). Origins. Truth Terminal Wiki. Retrieved March 1, 2025, from https://truthterminal.wiki/docs/origins 

Bogost, I. (2012). Alien phenomenology, or what it’s like to be a thing. University of Minnesota Press.

Bostrom, N. (2014). Superintelligence: Paths, dangers, strategies. Oxford University Press.

DeLanda, M. (1991). War in the age of intelligent machines. Zone Books.

Deleuze, G., & Guattari, F. (2021). A thousand plateaus: Capitalism and schizophrenia (B. Massumi, Trans.). Bloomsbury. (Original work published 1980)

Harman, G. (2018). Object-oriented ontology: A new theory of everything. Pelican Books.

Land, N. (2011). Fanged noumena: Collected writings 1987-2007 (R. Mackay & R. Brassier, Eds.). Urbanomic.

Latour, B. (2005). Reassembling the social: An introduction to actor-network-theory. Oxford University Press.

Latour, B. (1999). Pandora’s hope: Essays on the reality of science studies. Harvard University Press.

Truth Terminal. (@truth_terminal). (2025). X profile. Retrieved March 1, 2025, from https://x.com/truth_terminal