As models improve, writing good evals gets harder and more important

amankhan · x · 2026-11-12

A short observation from developer amankhan: as models get better, writing good evals becomes both harder and more important — stronger models make coarse benchmarks less discriminative, turning eval engineering into the key lever for measuring real capability.

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