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AI Economy

AI reshapes the economy by collapsing the coordination costs that corporations used to charge for.

The Spine​

  • Commerce — ACP, AP2, and x402 rails; Verifiable Intent proves consent as agents displace card settlement
  • Economy of Things — machines that transact, meter, and settle without a human in the loop
  • AI Market Forces — how tokenization and autonomous agents rewrite who does the work
  • Cost of Cognition — what changes when thinking gets cheap
  • Work Mapping — every function mapped by human role, AI role, and augmentation opportunity

Zoom Out​

Tokenization makes value programmable; autonomous agents make execution programmable. Together they move data, compute, and energy from cost centres into tradable intent — agents search, negotiate, buy, sell, and verify. The differentiator is context engineering and ecosystem design, not pre-built abstractions: agents fail when the environment is wrong, not the model. Early movers shape the rails everyone else will pay to use.

Context​

  • Work Mapping — every function mapped by human role, AI role, and augmentation opportunity
  • AI Agents — autonomous agents, frameworks, and profiles
  • Commerce — ACP/AP2/x402 standards and the Verifiable Intent layer
  • Ship It — context engineering, evals, observability, and trust architecture
  • Data Flow — four streams: Expectations, Transactions, SoR, Aggregated

Questions​

What remains uniquely human when AI handles everything trainable?

  • Which activities on your work chart have no feedback loop — and are those disappearing first?
  • If the receipt is the proof and the flywheel, why do most teams track tasks instead of receipts?
  • When AI-to-AI delegation becomes standard, does the human edge shift from judgment to reception?
  • Which quadrant are you building toward — and which are you stuck in?

Changes my mind: evidence that incumbents keep coordination margins as agents scale — rather than losing them to programmable rails — would break the coordination-cost thesis.

Next question: which rail — commerce settlement, work delegation, or machine-to-machine trade — earns the first durable agent-native business?