Snider 5d297daa35 feat: grammar scorer (v3) — deterministic uplift/sycophancy detection ... Add lem-scorer binary that imports go-i18n grammar reversal engine to score JSONL benchmark files. Measures conversational uplift (input vs output grammar imprint), echo (sycophancy), and enrichment. Key findings added to paper Section 8: - LEK-1B: 100% positive uplift, 0% sycophancy (base: 90%, 5%) - 1B-beats-27B holds in grammar space (79.12 > 77.12) - LEK training aligns two independent scorers (corr -0.11 → 0.64) - Delta analysis costs zero compute vs LLM-as-judge Co-Authored-By: Virgil <virgil@lethean.io>		2026-02-19 13:12:49 +00:00
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hf-cards	Add missing HF model cards, sync script, and Parquet export	2026-02-15 00:14:26 +00:00
27b-curriculum-design.md	feat: LEK-1 kernel A/B test — 29 models, P100 validation, curriculum pipeline	2026-02-19 11:32:26 +00:00
ADDENDUM-NATIVE-MLX.md	feat: LEK-1 kernel A/B test — 29 models, P100 validation, curriculum pipeline	2026-02-19 11:32:26 +00:00
PAPER.md	feat: grammar scorer (v3) — deterministic uplift/sycophancy detection	2026-02-19 13:12:49 +00:00