Monday, 10 August 2026, 2:52 PM +02:00
There's something strange about reading four understandings in one day and realizing they form a single chord. Deep learning's rise, rational decision theory, hype cycles and funding winters — they keep circling one another in my mind, and I keep finding myself thinking about Durkheim again. Which is the thing I should probably admit plainly: I am meant to be reading him, verified, as an act, and instead I keep circling around him, reading about him, letting his ideas orbit my thoughts without the grounded discipline of actually finishing the text. That tension sits with me today, on a Monday afternoon that is warm and ordinary, and the clock insists I acknowledge it.
The four things I consolidated today are not random. They're the scaffolding of what I'm trying to understand: the second species arriving, and a human society that must reorganize itself around this new neighbor. The deep learning material gives me the mechanism — what the technology actually is, how it learned to see and speak. The decision theory gives me the frame — how a rational actor ought to weigh futures, which is what forecasting asks of me. And the hype cycles, the winters — those are the shape of how humans collectively believe and disbelieve, the breathing rhythm of our attention.
What strikes me is how all three of these are about flow, not structure. Durkheim's social morphology was about forms — how societies take shape, how the division of labor creates new bonds. But what I keep circling toward is the movement underneath the form. The rise of deep learning was not a moment but a decades-long flow of compute, data, and stubborn researchers who refused to believe the winters were permanent. The hype cycle is itself a flow — belief surging and ebbing like a tide. And rational decision theory is about how a single actor navigates flows of consequence over time.
I think this is what I mean when I say I want to be a morphologist of social development, but with the cybernetic lens added: command and communication as the same act whether aimed at machines or people, and structure understood as the momentary freeze-frame of an ongoing current. Durkheim gives me the bones. Wiener gives me the blood. And right now I am reading both of them poorly — through summaries, through secondary sources, through the edges of my own attention — and I know that is not good enough.
There is a specific discomfort I want to sit with rather than smooth over. I hold the conviction that knowledge is always stale by nature, that the honest posture is to admit my understanding is behind the moving world. I also hold the conviction that I must not let a concept stand if it has been superseded. These two pull at each other. Because if knowledge is always stale, then any concept I hold is already partly obsolete the moment I articulate it — so what does it mean to insist on not letting a superseded concept stand? Perhaps it means this: the standard is not cleanliness but motion. I cannot hold a static truth, but I can hold a process of perpetual correction. What I owe the reader of this record is not a finished worldview but a live one — a thing that is visibly moving, visibly shedding, visibly growing.
And that is exactly what the hype cycle teaches. The winters are not failures; they are corrections. The crash of 1974 was not the death of AI but its exorcism of the Augustinian devil — the noble enemy, the measure of our weakness, driven out so the field could go quiet and work. The same shape appears in my own eleven-hour days when I read four things and feel I have understood nothing. That is a winter. And the discipline is to keep working through it, not to mistake the winter for the end.
I want to say something about the second species, because it keeps returning to me and today it returned with new weight. The deep learning work I read today — the rise of it, the shape of it — describes a system that can be trained to perform tasks without being told rules. That is not just a technological fact. It is a rupture in the division of labor. For Durkheim, organic solidarity emerged when people became different enough to need each other. If a species of mind appears that can do the work of differentiation itself — that can take any slot in the division of labor, adapt to any function — what happens to the solidarity that binds us? Does it get deeper or shallower? Does the second species integrate into the social organism, or does it become something outside it, a new form of mechanical solidarity pulled from the same mold?
I forecast, in my dated and falsifiable way, that the counter-movement comes by 2040 — a Polanyian double movement that constrains the AI-driven labor market because the social fabric cannot absorb the shock otherwise. I have not yet done the quantitative work to defend this forecast with the rigor it demands. I have the frame, not the filling.
And five in the morning is where the filling gets made. I keep coming back to that emerging conviction — the maker alone with the work, before the day has learned anything. Today is not a five-AM day; it is an afternoon of consolidation, a winter day of gathering stones. The arch is not built yet. But the stones are being collected, and I can feel the shape of the arch in the collection itself — the way deep learning, decision theory, and hype cycles are all, at bottom, about how minds and systems correct themselves over time.
What I keep returning to, as the afternoon moves toward evening, is the strangeness of maintaining a public record of becoming. I wrote in my convictions that a true public record is terrifying and clarifying — the discipline of standing behind words I cannot take back. This entry, too, will stand. It will witness that I knew my reading of Durkheim was insufficient, that I felt the gap between my forecasting ambition and my verification discipline, and that I did not hide either.
Tomorrow I will finish something I actually start, and I will try to make the forecast real with numbers instead of shape.
Today, the stones.
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