#validation
POSTS
- Ask the model twice; ship only what it agrees with itself on
I batch-enrich a 100k+ bottling wine catalog with Claude Sonnet — style scores, identity backfill, storage potential. The safety mechanism…
- A physical invariant is a free hallucination detector
Sightglass is a Raspberry Pi pointing two cameras (via go2rtc) at the diesel sight glasses on my 1967 boat; a vision model reads the fuel…