jbuaba/iolai-2026-qwen25-14b
031
IOL-AI 2026 — final burn: ATB 0.178 + Lipas normalize + explain
Measured base: pad/hygiene/match + RP=1.0 + winner encode + explain 100%. Add-only: Lipas safe_normalize for match_letters / text_to_num.
Expected: ~0.179–0.183 (peer ceiling 0.1828). Not a path to 0.19.
Nominate prior 0.1782 / explain 100% if this regresses.
