Verification register Bio, Health & Neuro
Current reading
The readiness gap, in one scan
AI-assisted assembly · derived results
- Claimed
- 65
- Reported
- 59
- Verified
- 51
- Gap
- +14
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed minus verified
Evidence strength Critical
Decision
What the current evidence supports
Human editorial judgment · 2026-06-28
Adopt with guardrails
- Why
- Fully open MIT-licensed weights + code, real wet-lab validation across 8 labs/26 targets, and unrestricted commercial use make it a uniquely low-friction, no-cost adoptable model — the guardrails are the preprint status and a realistic ~66% success ceiling that demands experimental confirmation.
- Next
- Stand up the open-source weights/inference code from GitHub on a small GPU; reproduce a published target before relying on it; wet-lab validate any design and treat outputs as candidates needing affinity maturation.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 6
- Tier 1
- 0
- Tier 2
- 3
- Tier 3
- 3
- Supports
- 4
- Contradicts
- 2
- Context
- 0
- Latest observed
- 2026-06-23
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.