Verification register Bio, Health & Neuro
Current reading
The readiness gap, in one scan
AI-assisted assembly · derived results
- Claimed
- 75
- Reported
- 75
- Verified
- 70
- 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
- Most mature, open, and widely adopted genomic FM available (now Nature-published, NIM-hosted), but independent 2026 benchmarks expose concrete blind spots that bar unguarded clinical use.
- Next
- Pilot the 7B model (Hugging Face or NVIDIA NIM) for generative/embedding tasks only; do NOT use zero-shot variant pathogenicity output for any clinical or decision-grade call without an independent specialist-model cross-check.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 9
- Tier 1
- 1
- Tier 2
- 5
- Tier 3
- 3
- Supports
- 5
- Contradicts
- 1
- Context
- 3
- Latest observed
- 2026-03-24
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.