Commit graph

2 commits

Author SHA1 Message Date
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
Claude
774f097855
feat: scaffold LEM Desktop app (Wails v3 system tray + Docker stack)
Inspired by BugSETI architecture — system tray with WebView2 windows,
Docker Compose stack (Forgejo + InfluxDB + inference proxy), and
scoring agent integration. Builds as signed native binary on macOS.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-15 17:43:19 +00:00