Why the attention economy fails
The diagnosis under the whole project: the like is a flawed currency, the system built on it can only measure one thing, and what can only exist at depth atrophies because nothing registers it. Three angles on one failure.
The like is a binary currency
OxRiver’s prediction: as AI makes the real indistinguishable from the fake, there will be a renaissance of live experience, handcrafted art, and in-person venues — people craving tangible proof of human creativity. The diagnosis is backwards.
People do not care about what’s real and never have; the infinite reign of the Scheinwelt is perpetual proof of that. The problem with AI isn’t that the creativity isn’t human — it’s that the creativity isn’t creative. And that failure is older than AI.
We live in a society optimized for the most likes, the most scrolling, the most screentime — and all three are no longer correlated with happiness. We’ve built massive institutional and cultural algorithms that min-max things long since decoupled from what would actually satisfy us.
The mechanism is the like. Every system we have is built to measure likes and engagement, and the like is a flawed currency — it can never truly represent the worth of a post. It is purely binary: you either like it or you don’t. So the system optimizes for universal themes with no axis to measure depth of meaning. It makes the system act as if we value things like sex the most — but the disparity is inflated, because the currency is flawed. Imagine if everything in the world could only be worth one dollar or zero dollars.
So the emptiness people hate about AI isn’t something new, but an increase in the optimality of a system that’s already been failing us. We don’t hate AI; we hate that it tends to lack any real meaning at all. But it still gets liked. Fundamentally the like has failed us — and this has nothing to do with AI. It’s a misalignment of values due to the binary nature of our cultural economy, the same thing that caused our equally disgusting attention economy. AI slop and engagement slop are the same problem, fathered by the same evil like button.
The renaissance OxRiver predicts is no escape. Most people never found live art that meaningful anyway; it gains one miniscule layer of meaning as “AI counterculture,” but that is superficial and worthless. What brought people together was each other, not the medium — live theatre will keep dying regardless. Don’t mistake the medium for the meaning something has. And the investment framing — art as a tradeable asset class — misunderstands it completely: no trade, no liquidity, nothing to short.
The direction out is not a return to authentic mediums but a richer currency than the binary like: value based on embedded meaning, something scarce that costs something real to obtain but is not money, given to art. Decoupling from money — not just a new asset class but an entirely new economy.
The same failure, stated structurally: intensity collapse
At the level of infrastructure rather than currency: every like is equal. There is no perceivable metric for intensity of preference. A piece of content that mildly entertains ten thousand people outranks one that devastates a thousand. Depth becomes a liability. The infrastructure can’t hold the distinction between I liked it and this rearranged how I see things, and culture eventually internalizes the metrics it’s sorted by. The structural deficit and what compensates for it now — personalized feeds, Twitter communities, super-fan systems, the underground — each solves part of the problem and leaves the rest broken.
The precise name for it is intensity collapse: the infrastructure has only one axis (engagement count) and cannot register the difference between depth and surface. Everything compresses to the same notch. Over time the things that can only exist at depth — the meaning, the recognition, the rearrangement — atrophy, because the system gives no signal that they were registered at all.
This is the root claim, and it has to be protected as the thinking evolves: the primary failure of existing platforms is dimensional, not moral. Not that performance is hidden, not that authenticity is corrupted — those are downstream symptoms. Adjacent claims (performance is detectable, fakeability is structural) are not this claim and should not be substituted for it.
Constello reads at the depth and specificity of actual engagement, so this collapse doesn’t happen. A collection built over years carries different weight than one assembled in an afternoon; the intensity and texture of attention are part of what’s legible. There is no flattening to a counter. (How that reading actually works is its own territory — see How the reading works.)
Why it’s a cultural problem, not just a product gap
The binary currency doesn’t stay on the screen. A system that can only rank more trains the people inside it that there is always more, and therefore that they are always less. That pressure — there’s more, so you’re less — is the engine behind staying single, never settling, never finding happiness in things outside yourself. The flaw in the currency becomes a flaw in how people value themselves. That is where this connects to the dialectic the culture is currently working through — validation is the name for what the whole machine runs on, and One dialectic, three surfaces follows that engine across the surfaces it’s deforming.