DeepMind paper: first-price auctions route AI queries at 99.2% of optimal

A Google DeepMind paper shows that in decentralized serving-time markets, letting models bid for user queries via first-price auctions achieves 99.2% of the optimal centralized routing performance.

2026-10-22 ~ 2026-10-23 · 3 related posts

• New paper: can first-price auctions efficiently allocate queries among strategic AI agents? — _onionesque · 2026-10-22
• DeepMind paper: model bidding auction hits 99.2% of optimal routing without knowing which model is best — rohanpaul_ai · 2026-10-23

1 near-duplicate retellings: rohanpaul_ai