User Sim Index is broken: trivial bot scores 95% across behavioral dims

ericzelikman · x · 2026-10-06

ericzelikman argues the community should stop evaluating user models on the "User Sim Index": he shares code for a simple "user model" scoring 95% overall on 4 behavioral dims (97% comms, 97% info, 92% clarify, 95% error reaction), claiming it beats any released model — evidence the benchmark is gameable and not measuring real user-simulation quality.

Related event: Researcher Shows User Sim Index Benchmark Easily Gamed to 95%(3 posts)→

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