Certified Benchmarks as Honest Evaluation Instruments: Measured Failures of Small Models on Unique-Solution Puzzles
The Behnamian-collaboration preprint: certified unique-solution puzzles as the evaluation instrument against which honest failure is measurable. Measured confabulation across a small-model fleet (0.3%-2.7% grounding-gate acceptance; gate-assisted 1.3%), a three-condition ablation with irreducible variability (4/6, 3/6, 5/6), a contamination audit of the estate's own corpus (8/16 rows, fixed and measured), and the continuous-certification contribution (stratified re-proof every commit, full 242-certificate bank weekly, fail-closed).
Authors
- Stephen P. Lutar (ORCID: https://orcid.org/0009-0001-0110-4173)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-11-07
- DOI
- https://doi.org/10.5281/zenodo.24043622
- Primary Topic
- Logic, Reasoning, and Knowledge
- Type
- preprint