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
- 77% · stale
- Computed at
- 2026-08-20T10:54:17.193101+00:00
- Claimed
- 75
- Reported
- 75
- Verified
- 69
- Gap
- +6
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
Proceed with caution
- Why
- Now peer-reviewed (Nature, March 2026) with very-high adoption (>100k model downloads, >8M combined HF API requests, >200 preprint citations), but the strongest contradicting evidence (systematic generation failures) is a bioRxiv preprint, so generative use is not yet trustworthy while predictive use is solid.
- Next
- Pilot Evo 2 only for variant-effect prediction/scoring (its validated strength, >90% accuracy on BRCA1 benign-vs-pathogenic) on an internal benchmark; do NOT rely on de novo sequence generation until realism gaps close. Budget H100/BioNeMo-class inference.
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
- 6
- Tier 3
- 5
- Supports
- 9
- Contradicts
- 2
- Context
- 0
- Latest observed
- 2026-03-04
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.