
The Predicate-First Manifesto: Engineering LLM Evaluation Instead of Just Observing It
Trace-first evaluation over-complicates LLM development by treating it like a sociological study. Predicate-first evaluation applies standard engineering discipline: define the contract, then verify against it.
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