Verification register Bio, Health & Neuro
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Ready
Primary summary from verified readiness
- Confidence
- 75% · stale
- Computed at
- 2026-08-20T10:54:25.878931+00:00
- Claimed
- 60
- Reported
- 60
- Verified
- 55
- Gap
- +5
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed leads verified
Evidence strength Strong
Decision
What the current evidence supports
Human editorial judgment · 2026-08-20
Adopt with guardrails
- Why
- Small (105M, ~15x smaller than Whisper large-v3), open, with strong measured WER gains on medical speech and real early traction (58K monthly downloads) - a genuinely low-friction, deployable transcription component IF kept out of the direct clinical-decision path and limited to English.
- Next
- Run a sandbox WER comparison vs the current Whisper path on representative English audio; gate behind human review for any clinical text; confirm HAI-DF license terms and the English-only scope fit the use case.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 11
- Tier 1
- 0
- Tier 2
- 4
- Tier 3
- 7
- Supports
- 5
- Contradicts
- 2
- Context
- 4
- Latest observed
- 2026-01-14
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Initial public reading
- 2026-07-19 Reading moved from ready to ready.