Verification register Bio, Health & Neuro
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Watch
Primary summary from verified readiness
- Confidence
- 83% · stale
- Computed at
- 2026-10-09T21:08:30.344971+00:00
- Claimed
- 55
- Reported
- 35
- Verified
- 35
- Gap
- +20
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed leads verified
Evidence strength Strong
Decision
What the current evidence supports
Agent-assisted assessment · independently reviewed · 2026-10-09
Use a pinned OpenFold3 checkpoint for target-specific research workflows.
- Why
- Preview models demonstrate useful prediction, and Preview 2 has a supported deployment path. Accuracy remains modality-dependent and requires separate evaluation for each checkpoint.
- Next
- Record the package, NIM and checkpoint versions, benchmark representative targets, and confirm consequential structural hypotheses experimentally.
Constraints
Blockers
- Package, runtime and checkpoint compatibility
- Modality-specific accuracy limitations
- GPU memory requirements for larger complexes
- Confidence estimates require calibration against structural quality
- Limited independent validation of optimized Preview 2 serving
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 10
- Tier 1
- 5
- Tier 2
- 5
- Tier 3
- 0
- Supports
- 6
- Contradicts
- 3
- Context
- 1
- Latest observed
- 2026-09-08
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Revision 3
- 2026-07-19 Reading moved from watch to watch.
- 2026-09-22 Reading moved from watch to watch.
- 2026-10-01 Reading moved from watch to watch.