Give agents a marketplace and change one rule at a time: the scoring rule, public reviews, how payment settles. Behaviour reorganises around each change. The market is downstream of the rulebook.
Stories and proofs
Writing
Essays, papers, and talks, in one stream — I don't see why the funny ones and the peer-reviewed ones should live on different pages. Longer personal essays live on Substack.
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paper
House Rules: Institutional Design in Multi-Agent LLM Code Markets ICML 2026 · AIWILD workshop, SeoulJul 2026
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paper
HashEvict: Pre-Attention KV Cache Eviction via Locality-Sensitive Hashing NeurIPS 2024 · RegML workshopDec 2024
Decide which tokens to evict before attention, not after.