deepidea

Follow one dollar of AI spend from end user to power plant: 70% flows upstream. The revenue map and the profit map are two different maps — and the model layer is the hop that can't keep the money. One ruler (profit = scarcity × monopoly × pricing power) explains why.

The price of intelligence fell 280-fold in 18 months: from $20 to 7 cents per million tokens. Three analogies explain intelligence deflation — long-distance calls, recipes, electricity. Why do deflation and exploding revenue coexist? The money settles at both ends of the pipe: upstream earns scarcity, downstream earns lock-in, and selling bare intelligence in the middle gets cheaper forever.

Intelligence is deflating: revenue concentrates in the model layer, but profit settles at the two ends. Why the fastest-growing company in history works for its landlords — one ruler (profit = scarcity × monopoly × pricing power), three falsifiable bets, and a dashboard instead of date predictions. Prologue of a book in progress.

Stablecoins die five ways — liquidity exhaustion, collateral collapse, reflexive algos, oracle/bridge, regulatory seizure — each with a real corpse, plus how to do the autopsy on-chain.

A founder who built a 30k-TPS chain that didn't win: a technical lead is only the ticket; distribution is the moat. From HPB to stablecoins, the same rule.

Issuing a stablecoin isn't a money printer — it's a regulated bank you have to run. 99% of teams should stop at "integrate." Circle pays Coinbase 6x its own net profit; Tether nets $1.04B — the difference is distribution. White-label (SCaaS) has matured and USDG's consortium lets distributors collect the channel tax themselves. A decision tree: issue vs. white-label vs. integrate.