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LEM/go.work

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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
go 1.25.6
use (
.
./cmd/lem-desktop
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
./cmd/scorer
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
)
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
replace forge.lthn.ai/core/go-i18n => /Users/snider/Code/go-i18n
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