Verification register Energy, Climate, Space & Materials
Current reading
The readiness gap, in one scan
AI-assisted assembly · derived results
- Claimed
- 75
- Reported
- 68
- Verified
- 58
- Gap
- +17
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
- Peer-reviewed SOTA accuracy and open weights make it usable now for internal risk analytics, but the non-commercial license and pre-operational status cap how far it can be embedded in a commercial product.
- Next
- Pilot the open 1.0-degree GenCast weights for extreme-event risk screening in a non-commercial research context; track licensing terms before any productized use.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 7
- Tier 1
- 0
- Tier 2
- 2
- Tier 3
- 5
- Supports
- 4
- Contradicts
- 3
- Context
- 0
- Latest observed
- 2025-02-25
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.