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
- 81% · stale
- Computed at
- 2026-08-20T10:54:22.451622+00:00
- Claimed
- 75
- Reported
- 75
- Verified
- 70
- 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
- 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
- 16
- Tier 1
- 1
- Tier 2
- 10
- Tier 3
- 5
- Supports
- 9
- Contradicts
- 2
- Context
- 5
- 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
- 2026-07-19 Reading moved from ready to ready.