paul_cal: cheap eval design doubles as robustness check across existing benchmarks

paul_cal · x · 2026-11-08

paulcal argues a new eval design's smartness lies in how cheap it is to build and how it can be applied to many existing benchmarks — a useful robustness check on desirable outcomes that he'd guess correlates (maybe at 0.5) with benchmaxxing.

Related event: Debate: Can Low-Cost Eval Design Detect Benchmark Contamination?(3 posts)→

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