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
- 2026-08-20T10:54:09.659173+00:00
- Claimed
- 70
- Reported
- 68
- Verified
- 63
- Gap
- +7
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed leads verified
Evidence strength Growing
Decision
What the current evidence supports
Human editorial judgment · 2026-08-20
Proceed with caution
- Why
- Open weights plus credible million-scale, picomolar-affinity validation and named adopters (Novo Nordisk, Viva Biotech, Manifold) make it a serious, adoptable design tool, but inflated speed claims, uneven per-target hit rates, and heavy GPU/assay dependencies warrant a measured in-house pilot first.
- Next
- Stand up the open weights on an A100/H100 via BioNeMo and benchmark on an internal protein target set, measuring real per-target hit rate and the actual (~4.5x) RFdiffusion speedup before any campaign-scale commitment.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 12
- Tier 1
- 0
- Tier 2
- 4
- Tier 3
- 8
- Supports
- 6
- Contradicts
- 2
- Context
- 4
- Latest observed
- 2026-03-16
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.