build1 publisher
Identical 0.95 confidence on right and wrong answers killed Scribe's threshold gate
Nine local VLM configurations read the same 23 handwritten clinical pages against 221 hand-curated gold values, and accuracy on the fields accepted without human review rose from 75% to 96% once a second model started checking the first.
Publishers:dev.to
Reality
- Evidence58
- Adoption8
- Hype gap−10
- Incentives45
- Confidence58