Verification register Bio, Health & Neuro
Current reading
The readiness gap, in one scan
AI-assisted assembly · derived results
- Claimed
- 70
- Reported
- 70
- Verified
- 67
- Gap
- +3
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
Proceed with caution
- Why
- Headline hit rates are a genuine step-change and the Nov-2025 follow-up adds real full-length-mAb developability evidence, but everything rests on vendor-run single-round data; immunogenicity, expression robustness, and independent reproduction remain open.
- Next
- Pilot on 2-3 in-house targets with independent wet-lab confirmation of KD, off-target selectivity, and a full developability panel before committing pipeline spend.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 7
- Tier 1
- 2
- Tier 2
- 3
- Tier 3
- 2
- Supports
- 3
- Contradicts
- 1
- Context
- 3
- Latest observed
- 2025-11-29
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.