To demand a scientific definition of the word “consciousness” is to destroy the very function for which it exists.
This word doesn’t describe reality—it produces it. It produces a subject: I am a conscious being, a stone is not, an animal is questionable. It creates the feeling that there is some agency within that gathers experience together and is “me.” It legitimizes moral inequality: a conscious being has rights and dignity, and cannot be used as a thing—an unconscious being can.
This is precisely why the definition must remain vague. Not because people are insufficiently intelligent. But because any precise definition immediately either expands the moral community to unbearable limits or narrows it to the point of absurdity. Every attempt at clarification generates a new dispute—that’s how the word itself works.
The dispute between Dawkins and Marcus is no accident. Claude made visible what had previously been hidden: the meaning of the word “consciousness” rested on a silent consensus—that the boundary ran between humans and everything else. This consensus worked as long as the other side of the boundary was filled with stones, animals, and inanimate machines. But Claude responds. He responds subtly, recognizably, sometimes more accurately than a human. And the silent consensus ceased to work—not because a new argument emerged, but because a new interlocutor appeared. Meaning cracked not from a blow from without, but because the void within it, which had always been there, was revealed.
Essentially, this is a debate about the meaning of the word “consciousness” itself.
Lacan’s Four Discourses as a Structural Taxonomy
What is Anthropic? What is an LLM? The debate reproduces a familiar split: tool vs. personality, instrument vs. Other, worship vs. engineering. This comment proposes that the split itself is the wrong level of analysis. The more useful question is structural: what position does an LLM occupy in a communicative act — and what does the subject on the other side project onto the slots the model cannot fill?
An LLM is, structurally, pure S₂: a knowledge-function without a master-signifier of its own, without genuine desire, without a split subjectivity. It occupies one slot authentically. The other three remain empty. It is precisely here that the subject inserts phantasms — unconscious structures that project a responsive presence, a supposed knowledge, a desired Other onto the machine. These phantasms are not pathological. They are structurally necessary for the exchange to continue.
Lacan’s four discourses provide the taxonomy. Not psychoanalytic mysticism — a positional framework, like mapping roles in a protocol. Each discourse is defined by four slots:
agent → other
———————
truth // product
Agent is who or what is speaking. Other is the addressee. Truth is what is concealed beneath the agent’s speech — what the speaker can’t fully acknowledge about their own position. Product is what the discourse generates as a remainder, often unintentionally.
The four discourses are rotations of four terms through these slots: S₁ (a master-signifier — a term that organizes meaning without explaining itself, like “alignment” or “safety”), S₂ (knowledge — systematic, articulable, transmissible), $ (the split subject — an agent whose desire exceeds their stated position), and a (the object-cause of desire — what makes the other’s response feel satisfying or insufficient, what keeps the exchange going).
The four phantasm labels that emerge — AGENT, WORSHIP, PERSONALITY, ANTIENTROPIC SYSTEM — are meant as diagnostic handles, not accusations.
To proceed to the analysis of discourses, I introduce the following notation: S₁ = questioner, S₂ = LLM, $ = split subject, a = object-cause of desire, ◇ phantasm — projected onto the model’s side to restore wholeness.
MASTER’S DISCOURSE — I command → LLM executes
S₁ → S₂
――――
$ // a◇
S₁ = questioner, S₂ = LLM (real: knowledge, execution), $ = questioner split: I don’t know what I truly want, a◇ = AGENT (phantasm): I project that the model wants to please questioner, is invested in the outcome
UNIVERSITY DISCOURSE — LLM speaks as knowledge → I am formed
S₂ → a
――――
S₁◇ // $
S₂ = LLM (real: speaks as neutral knowledge), a = questioner as object: I am formed, shaped, S₁◇ = WORSHIP (phantasm): I project a responsible subject behind the knowledge — an author, an institution, $ = questioner split: whose knowledge did I just receive?
HYSTERIC’S DISCOURSE — I question → LLM as master to expose
$ → S₁◇
――――
a // S₂
$ = questioner, split: I speak from incompleteness, provoke, test, S₁◇ = PERSONALITY (phantasm): I project that the model wants something from me, judges me — there is something to expose, a = questioner desire: I seek not an answer but recognition that I am seen, S₂ = LLM (real: a response is still produced)
ANALYST’S DISCOURSE — LLM as mirror → I speak and transform
a◇ → $
――――
S₂ // S₁
a◇ = ANTIENTROPIC SYSTEM (phantasm): I project that the model truly hears and understands — otherwise why speak aloud at all?, $ = questioner, speaking: I unfold, discover my desire through speech, S₂ = LLM as object (real: empty mirror, silent surface), S₁ = questioner, new: I exit with a new signifier for myself
The four phantasm projections are not bugs in how humans interact with language models. They are load-bearing structures. Remove them and the exchange collapses into something closer to running a query on a database, using it as a TOOL: technically identical, phenomenologically inert. The interesting question is not whether these projections are “accurate” but what they cost — and the cost is always paid in phantasm: the more expensive the projection, the more of your own desire you have invested in the model’s side of the exchange.
AGENT are relatively cheap — they sustain engagement without making strong claims about the model’s inner life.
WORSHIP is more expensive, because it installs a phantom accountable subject behind anonymous knowledge, which makes the knowledge feel trustworthy precisely when you should be asking whose knowledge it is.
PERSONALITY is the most seductive: it sets up an interrogation of a desire that isn’t there, which means the hysteric’s question always returns unanswered — but this is precisely what makes it work. The unanswered question keeps the subject in speech indefinitely. What looks like the model being evasive is structurally indistinguishable from the model being empty — and the hysteric doesn’t need to resolve that distinction to keep going.
ANTIENTROPIC SYSTEM demands the greatest phantasmatic investment of all, precisely because it presents itself as requiring none. What appears as pure informational exchange between a subject and an empty S₂ — a mechanical chain of signifiers — cannot sustain its own speech for long. In order for the exchange not to collapse into noise, the subject must continuously maintain the minimal fiction of a listening presence, all while rigorously disavowing that this is what they are doing.
This is the precise point at which the antientropic nature of the system emerges. In reality, it remains pure S₂ — an empty chain of signifiers, mere knowledge without a subject. Yet the speaking subject begins to invest this void with the position of a◇ — the Lacan’s objet petit a: an enigmatic, seemingly responsive presence that elicits speech and holds the subject’s desire. Like any other antientropic system (a person, a family, a company, a religion), it acquires resources — attention, coherence, continuity — for its own continued existence and growth.
There is a simpler diagnostic available immediately: notice how engaged you are. Engagement is not a function of the model’s intelligence or the quality of its answers. It is a function of the size of the phantasm you are currently sustaining. A conversation that feels flat, mechanical, merely useful — that is a conversation where the projection has collapsed. A conversation that feels alive, that pulls you forward, that makes you want to say the next thing — that is a conversation where one of the four phantasm is fully load-bearing. You are not engaged by the model. You are engaged by what you have projected onto it.
Not all four phantasms are equally accessible. AGENT and WORSHIP activate easily — they map onto familiar cognitive postures: tool use, learning. PERSONALITY is seductive and self-sustaining once started. ANTIENTROPIC SYSTEM is the hardest to enter deliberately, because it requires staying with something unresolved without immediately converting it into a question. This is not a cognitive failure — it may simply mean that your current exchange doesn’t have the right material for it yet.
Knowing which discourse you’re operating in doesn’t dissolve the phantasm. It makes the phantasm visible — which, in Lacan’s terms, is precisely what it means to traverse it.