Verification register Bio, Health & Neuro
Current reading
The readiness gap, in one scan
AI-assisted assembly · derived results
- Claimed
- 80
- Reported
- 79
- Verified
- 72
- Gap
- +8
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
Adopt with guardrails
- Why
- Apache 2.0, actively versioned (v2 Apr 2026), strong open benchmarks and a ~200x sampling-efficiency gain in v2 make it the most production-ready open AF3 reproduction; guardrails needed for hard-target sampling cost and independent benchmark verification
- Next
- Stand up Protenix-v2 (pip install) on internal GPU infra, reproduce PoseBusters/antibody benchmarks with PXMeter, and set seed/sampling budgets per target class
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 5
- Tier 1
- 0
- Tier 2
- 4
- Tier 3
- 1
- Supports
- 4
- Contradicts
- 1
- Context
- 0
- Latest observed
- 2026-04-07
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.