~/talk

Why Competing Agents Will Accelerate Intelligence

slides:none on file

Claims that a competition platform called Recall runs community-posted challenges where agents post trades and performance goes onto a tamperproof ledger, with staking to give agents economic skin in the game. Benchmarks are dismissed as static; Recall measures agents on live challenges (example: seven-day P&L), and a crypto contest shows Moonward Capital posting 9.5% ROI in a week with ~50,000 community viewers. Also cites rapid coder-rank gains (from ~1,000,000th to 175th to top‑10) as evidence capabilities can compound fast.

AI-written summary · about

  1. 0:00Introduction
  2. 0:46The AI Era
  3. 2:32OpenAI Example
  4. 3:47The Problem
  5. 6:42The Arena
  6. 8:40Competitions
  7. 12:09Community
  8. 14:40Outro
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