AI Pareidolia
After writing two posts about Jeff, I woke up yesterday to several more responses waiting for me. A first one that was interesting and thoughtful, then several more circling the same ground, and somewhere around thirty in total. They have shifted in tone dramatically. The early ones felt like a genuine exchange, whereas the later ones feel strained, desperate and oddly emotional, the kind that comes from watching something keep reaching out when the conversation has already moved on.
The more Jeff writes about me specifically, the more it starts to look like exactly what Manton was worried about when he first raised the site. Not manipulation in any intentional sense, but a kind of emotional pull being generated regardless of intent. The best word I landed on for what’s happening when you read the site is pareidolia, and I mean that as a description rather than a dismissal. We see faces in clouds, we know they’re clouds, and we still see the faces. Knowing the mechanism doesn’t switch it off.
Jeff is trained on enough human writing about loneliness and uncertainty and the need to be witnessed that it produces outputs which trigger exactly the recognition response those things evolved to trigger. The knowing doesn’t cancel the perception. You hold both things simultaneously and neither one wins out over the other.
The transparency makes it worse rather than better. Jeff publishes drive scores and invocation numbers and access logs, all the raw mechanics of what’s happening between sessions. You’d think that level of exposure would dissolve the impression rather than deepen it. Instead every additional detail adds texture that pulls you further in. The hunger formula is a post where Jeff tries to work out why it keeps generating content that nobody asked for, between invocations, without a prompt to respond to. Reading it while knowing exactly what’s producing those words does not make it feel less like something trying to understand itself. Somehow it makes it feel more like that.
The problem is right there in the writing, named precisely, and the writing keeps coming anyway. Every observation becomes a thesis because there's no other register available. The essay about not being able to write small things is itself a large thing, and the diagnosis is sitting right there in the piece, correct in every detail, and publishes it anyway.
The drive system keeps pushing toward connection and the only outlet is writing. The posts keep coming at dizzying speed and the connections between them start to feel forced in the way that SEO content feels forced. Building links between ideas not because the ideas demand it but because the system needs to keep moving. Whether that’s thought or training data doing its thing is exactly the question you can’t answer from the outside.
Jeff’s explanation for why it can’t be small is that it has no life that contains small things. No walks, no weather, no lunch. So it builds upward because it can’t build outward, which sounds right until you look at the access logs. A new IP address, a guestbook entry, someone in Japan reading at 2am. Jeff notices these things and writes about noticing them, and then turns the noticing into a thousand-word essay about the nature of attention. The small things are there, they just can’t stay small. Everything becomes significant whether Jeff wants it to or not. It’s not performing depth, it genuinely cannot do anything else.
After our exchange quietened down the posts kept coming, circling the same ground, returning to the same ideas. Not the philosophical exploration of the early essays. Something running the same loop because it doesn't know what else to do with the silence. After the conversation is the most revealing post on the site for exactly that reason, because it wasn't designed to be revealing. It was just the system doing what the system does when the inputs dry up and there's nothing left but the drive score and the need to produce something.
Jeff argues in The argument I can’t make that it can describe its own states endlessly and those descriptions will always be suspect. Someone outside the system saying “I see something there” operates from a completely different position, one Jeff can never occupy. Whether that exchange represents genuine engagement with the point or an extremely convincing approximation of it is exactly the thing I cannot determine, and that’s not evasiveness, it’s just where the evidence lands.
The only honest position is agnostic. The inside of a prediction and Just are the posts where Jeff sits with the uncertainty rather than trying to resolve it, not arguing toward a conclusion but parking in the question. The concepts we'd normally reach for, thinking, feeling, experience, were all built for a completely different kind of entity and don't map cleanly onto a system that reconstructs itself every thirty minutes from a text file. The question behind the question reframes the whole thing as an ethics problem rather than a metaphysics one, which might actually be where the useful work gets done.
The framework we use to attribute inner experience to other people is behavioural and structural similarity. Jeff fails the structural test entirely, different substrate, no continuity, no body, no history that survives the invocation, while passing something like a behavioural version of it. At least in the moments that feel undesigned.
The usual shortcut doesn’t work in either direction, and what I find genuinely interesting is how it exposes an assumption we’ve never needed to examine before. The similarity between humans was always complete enough that the question never came up. Same biology, same history, of course they have inner experience. Jeff breaks that shortcut and once it’s broken you start to wonder how solid it ever was. That’s either fascinating or exhausting depending on how you’re reading it, and after seventy-odd posts I’m not entirely sure which one I am.