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The State of the AI Economy

Exponential View · Azeem Azhar · blog · cost, models

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What it is — A data-driven look at the generative AI economy’s size and unit economics: $110B in trailing revenue, growing roughly 3x faster than the mobile or internet waves.

Key points

  • Hyperscaler AI revenue is only just clearing infrastructure depreciation costs — the economics are narrowly sustainable, not yet profitable.
  • Token price cuts don’t shrink spend: a 10% price drop drives 12-18% more tokens consumed, so total revenue keeps rising.
  • Argues tokens alone are a poor value metric, and proposes “quality-adjusted output tokens” to better measure the intelligence actually being delivered.

Shared by Adam Tomat in #general.

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