Reorganize brain: projects/ top level, rename filenames, update homepage

- Moved everything from ideas/passepartout/ to projects/passepartout/
- Moved legal structures to projects/flags/
- Created missing _index.org files for all subdirectories
- Stripped redundant passepartout- prefix from filenames
- Rewrote root _index.org as generalized brain index (projects + concepts)
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- Deleted stale ideas/passepartout-economics.md orphan

projects/passepartout/strategy/ai-industry-impact.org

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+:PROPERTIES:
+:CREATED:  [2026-05-24 Sun]
+:ID:       5f55bbe6-d243-5766-8ccf-5c5cc88a6542
+:END:
+#+title: Impact on the AI and GPU Industry
+#+filetags: :passepartout:economics:industry:ai:gpu:nvidia:
+
+If a symbolic-bootstrapping architecture becomes popular, the industry structure shifts fundamentally:
+
+**Token demand compresses.** The entire AI industry (OpenAI, Anthropic, Google — ~$50B API revenue) is built on per-token pricing. A mature [[id:28c46769-c14b-42aa-ac7a-69d310157f8f][Passepartout]] reduces token consumption to the unfamiliar 10% I/O boundary. Steady-state per-user LLM consumption drops by an order of magnitude.
+
+**GPU inference demand plateaus in regulated industries.** Inference demand drops 80-90% in any sector where the rule book is published — which covers most economically significant sectors (finance, healthcare, industrial, government procurement, legal compliance). Nvidia's growth narrative shifts from "every transaction goes through a GPU" to "every training run needs a GPU."
+
+**Hyperscaler competition shifts.** The race shifts from "who has the most H100s" to "who has the best domain-specific gate rules." Google's industry data advantage matters more than Azure's raw compute.
+
+**New hardware tier emerges:** CPU-native [[id:13e6ae54-2d24-5aa0-b1cd-a7e8e749aa70][verification appliances running Lisp microcode]] on RISC-V cores. Low volume (hundreds of thousands/year), high margin ($5K-50K/unit). Manufacturable at older fab nodes (28nm, 45nm) — no dependency on TSMC's leading edge. This hardware embodies [[id:9af13fff-9725-542b-93b1-a555bc74ad72][Lisp economics]] — the cost of verification approaches zero once the symbolic engine is running on dedicated silicon. The outcome is a [[id:827bc546-e887-5b7c-9b65-6392beaf0920][verification monopoly]] for agent safety — the same certification dynamic UL provides for electrical safety.