Verification register Energy, Climate, Space & Materials
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Watch
Primary summary from verified readiness
- Confidence
- 84% · stale
- Computed at
- 2026-10-01T01:27:11.132671+00:00
- Claimed
- 55
- Reported
- 45
- Verified
- 40
- Gap
- +15
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 · 2026-10-01
Use Orb-v3 for screened research workloads with reference checks; evaluate OrbMol-v2 separately.
- Why
- Independent tests support useful static predictions, while domain sensitivity and trajectory errors limit unattended simulation reliability.
- Next
- Compare the exact checkpoint against DFT on representative structures, barriers and trajectories; test a conservative variant when energy consistency matters.
Constraints
Blockers
- Accuracy depends on chemistry, temperature and simulation task.
- Static accuracy can understate accumulated trajectory errors.
- OrbMol-v2 requires separate validation for intended molecular workloads.
- Checkpoint selection and energy conservation require explicit testing.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 8
- Tier 1
- 6
- Tier 2
- 2
- Tier 3
- 0
- Supports
- 4
- Contradicts
- 2
- Context
- 2
- Latest observed
- 2026-05-01
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 mature to mature.
- 2026-09-22 Reading moved from mature to mature.
- 2026-10-01 Reading moved from mature to watch.