Carnival Time, Hardness, and the Machines That Process Excess

LLMs as carnival processing machines

This is a note in a series on Archival Time, where I investigate the new cultural temporality introduced by LLMs.

Previously, In Archival Time, we wrote about the carnivalesque nature of internet vs archival slice nature of LLMs. You can find the rest of the posts in this series here

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Mikhail Bakhtin’s account of carnival is often remembered for its imagery: grotesque bodies, obscene laughter, kings mocked, priests parodied, the world turned upside down. But Bakhtin was not primarily interested in spectacle. He was interested in function. Carnival, for him, was not chaos but a temporal technology—a socially sanctioned interval in which the official order could be suspended, inverted, and exposed without being destroyed.

In Rabelais and His World, Bakhtin emphasizes three properties of carnival that matter more than any particular image. First, carnival was periodic: it happened at known times and then ended. Second, it was collective and embodied: it involved bodies in space, not spectators consuming representations. Third, it was non-final: nothing that happened during carnival was meant to settle questions permanently. The king returned to the throne. The priest resumed authority. Order was restored—but not unchanged.

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This is High Background Steel, the AI slop division of Summer Lightning. These are experiments in AI writing with the conceptual process sometimes listed at the bottom. You can opt out of this section of the newsletter jf its not your vibe.

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Bakhtin’s crucial insight is that carnival did not threaten the official order from the outside. It maintained it from within. Carnival was how a society handled what could not be absorbed by decorum, hierarchy, or doctrine. It staged excess—bodily, linguistic, social—so that excess did not accumulate silently until it ruptured the system.

Seen this way, carnival was a form of shadow work. It was where a society confronted what it officially disavowed: hunger, sex, death, resentment, ridicule. But it did so safely, within a bounded interval, with rules of its own. Carnival was not revolution. It was a stress test.

To understand what carnival was testing, it helps to introduce a different vocabulary: hardness.

Hardness is the capacity of a system to make some claim about the future reliably true. Money is hard if it will still be accepted tomorrow. Law is hard if violations will predictably incur consequences. Authority is hard if commands issued today will still bind behavior later. Civilization depends on such hard points because large-scale coordination is impossible without them.

But hardness has a problem: it tends toward brittleness. The harder a commitment becomes—the more it insists on permanence, decorum, seriousness, immunity from challenge—the more pressure builds beneath it. Carnival was the mechanism by which societies softened hardness without dissolving it. It temporarily revoked seriousness, inverted rank, mocked authority, and foregrounded the body—not to negate commitments, but to test whether they could survive exposure.

Carnival asked questions no institution could safely ask of itself:
Can this authority endure laughter?
Can this rule survive inversion?
Can this hierarchy withstand humiliation?

If the answer was yes, the commitment emerged stronger. If the answer was no, carnival revealed that what appeared stable was in fact held together by fear or silence.

Crucially, carnival did not merely destroy. It also produced. Some of what emerged from carnival proved durable: modes of speech, figures of satire, understandings of the body, forms of laughter. These elements did not remain in the street forever. They were processed—lifted into literature, art, philosophy, and eventually into what we now call “classical” culture. Rabelais is the paradigmatic case: grotesque carnival material transmuted into literary form, stripped of immediacy but not of force.

In this sense, classical culture was not the opposite of carnival. It was processed carnival. Carnival generated high-entropy social knowledge; classical culture selected, abstracted, and stabilized parts of it into durable forms. This processing required time, distance, and forgetting. Most carnival excess was meant to disappear. What survived did so because it endured ordeal.

Over time, however, societies began to rely less on carnival and more on institutions to perform this processing function. Courts, bureaucracies, churches, universities, and later corporations became mechanisms for absorbing conflict, excess, and contradiction and rendering them legible, enforceable, and stable. Institutions softened and hardened commitments through procedures rather than festivals. They replaced ritual inversion with appeal, parody with critique, laughter with jurisprudence.

For a long time, this worked. Institutions processed social excess slowly and imperfectly, but at a tempo compatible with the societies they governed. Carnival receded, but its function—testing and renewing hardness—did not disappear. It was redistributed.

The internet broke this arrangement.

Digital networks produced a new temporality: continuous, global, irony-saturated, and permanently expressive. Meme culture, shitposting, outrage cycles, and viral ridicule created a state of ambient carnival—a carnival without boundaries, without periodicity, without an “after.” Everything could be mocked instantly. Nothing could settle. Seriousness became provisional by default.

This permanent carnival regime dissolved commitments faster than institutions could process them. Legal systems, universities, media organizations, and bureaucracies found themselves confronted with torrents of symbolic excess—speech, images, affect—arriving at speeds and scales they were never designed to absorb. The result was not liberation, but drift. Commitments softened everywhere at once, without ritual, without containment, without renewal.

And yet the need for hardness did not disappear. Societies still needed contracts, plans, rules, forecasts, and coordination. When commitments could no longer be safely softened—because everything was already ironic, provisional, and reversible—they had to be frozen elsewhere.

This is where large language models enter.

LLMs as Carnival Processing Machines

Large language models function as carnival-processing machines. They ingest the expressive excess of digital culture—memes, jokes, outrage, subversion, critique—and convert it directly into archival form. They strip carnival material of body, risk, occasion, and irreversibility, recombining it as neutral, competent language. What emerges is not living culture, but processed culture: reusable, legible, prematurely classical.

Where Bakhtinian carnival required ordeal before canonization, LLMs perform premature classicization. They do not wait for excess to be tested in the world. They do not allow forgetting. They do not permit failure. They stabilize expression before it has paid any social cost.

LLMs can stabilize culture, but they cannot make claims that bind the future. They are exceptionally good at producing a coherent overview of what has already been said, argued, and metabolized. Through overfitting, they compress the archive into a usable present tense. They give us legibility where there was noise, pattern where there was excess, a sense of cultural equilibrium after periods of churn. In that sense, they function less like authors than like checkpoints—a way of saving progress in an ongoing civilizational game.

But a checkpoint is not a decision. It does not commit you to a path. It does not close off alternatives. It does not absorb the cost of being wrong. It merely allows play to resume from a stable state. The work of hardness—the act of deciding which claims should bind future behavior, which rules should constrain action, which commitments are serious enough to endure—cannot be (yet) outsourced to systems that bear no consequences. Hardness is not a property of language or knowledge alone; it is a property of accountability stretched across time.

This is why AI-assisted writing can feel simultaneously powerful and hollow. A model can translate research just in time, render an argument legible, or summarize the state of a debate with uncanny fluency. It can dramatically reduce the friction of expression. But none of this, by itself, creates obligation. The obligation enters only when a human—or an institution made of humans—decides to stand behind the output, to attach reputation, resources, authority, or enforcement to it. Without that conferral, the text remains suspended: articulate, coherent, and weightless.

The danger, then, is not that machines now participate in cultural processing. That has always been the fate of new media. The danger is a category error: mistaking stabilization for commitment, legibility for legitimacy, overview for authority. When institutions begin to treat processed snapshots as binding truths—when they confuse the archive’s calm voice with the right to decide—they risk freezing culture without renewing it, hardening claims that have never been tested.

If carnival once renewed society by softening its hardest commitments, and institutions once processed excess by slowing it down, then large language models mark a third moment: the ability to stabilize culture without ordeal. That power is real, and it is useful. But it does not eliminate the need for human judgment. It sharpens it. The question we now face is not whether machines can process culture faster than we can—but whether we can still recognize the moment when processing must give way to commitment, and when a saved checkpoint must once again become a move that cannot be undone.