Verification register Bio, Health & Neuro
Current reading
The readiness gap, in one scan
AI-assisted assembly · derived results
- Claimed
- 60
- Reported
- 60
- Verified
- 55
- Gap
- +5
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed minus verified
Evidence strength Strong
Decision
What the current evidence supports
Human editorial judgment · 2026-06-28
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
- 7
- Tier 1
- 0
- Tier 2
- 2
- Tier 3
- 5
- Supports
- 4
- Contradicts
- 1
- Context
- 2
- 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
This is the initial public reading. No earlier readiness change is recorded.