LEM/cmd/scorer/go.sum
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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golang.org/x/text v0.33.0 h1:B3njUFyqtHDUI5jMn1YIr5B0IE2U0qck04r6d4KPAxE=
golang.org/x/text v0.33.0/go.mod h1:LuMebE6+rBincTi9+xWTY8TztLzKHc/9C1uBCG27+q8=