Deterministic verification engine passes 100% of canonical structured input benchmarks

MuhammadMujtaba21 · reddit · 2026-08-23

The author's deterministic verification engine passed all 66 benchmark cases on canonical structured inputs but only passed 19/66 in live end-to-end model evaluations. The team is restructuring the benchmark to isolate failures related to verifier correctness, contract integrity, and model reliability, with plans for stage-level attribution in the next version.

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