Questioning the Validity of Short Model Benchmarks
signulll · x · 2026-07-10
The author questions the meaning of today's popular "model evaluations." Unlike movies, models don't have a fixed final product that everyone experiences, making it incredibly difficult to cover their behavioral space in a short timeframe.
They express greater trust in long-term, instance-specific records of model behavior, rather than broad, sweeping evaluation conclusions that treat models like static movies.
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