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AI Economy is about to change

2026-05-01 Fri ⏱ 9 min @ThePrimeagen

Short reaction to the wave of frontier-lab capacity announcements (Anthropic + AWS Trainium, OpenAI + AWS, XAI Colossus 2). Prime argues 2026 is the year compute supply finally catches demand — and that pricing will start to reflect actual cost rather than artificial scarcity.

Predictions

  • Enterprise API prices will normalize / drop as capacity ships.
  • Subscription-tier "rate limit theater" will ease (proven correct the same week with Anthropic's limit doubling).
  • The labs that over-built compute (OpenAI, Google) gain leverage over the labs that under-built (Anthropic).