Verification register Energy, Climate, Space & Materials
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Ready
Primary summary from verified readiness
- Confidence
- 69% · stale
- Computed at
- 2026-08-20T10:53:37.396514+00:00
- Claimed
- 70
- Reported
- 67
- Verified
- 61
- Gap
- +9
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed leads verified
Evidence strength Strong
Decision
What the current evidence supports
Human editorial judgment · 2026-08-20
Adopt with guardrails
- Why
- Peer-reviewed in Nature, open-source MIT, fine-tunable across many property constraints, and the strongest generative inorganic baseline on the Pareto frontier — but outputs are computational proposals, so guardrails (DFT + synthesis vetting) are mandatory.
- Next
- Pilot the MIT-licensed v1.0.3 release on a constrained property (e.g. bulk modulus or band gap) and route every candidate through DFT relaxation + synthesizability screening before any lab commitment.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 20
- Tier 1
- 0
- Tier 2
- 5
- Tier 3
- 15
- Supports
- 8
- Contradicts
- 6
- Context
- 6
- Latest observed
- 2026-04-20
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Initial public reading
- 2026-07-19 Reading moved from ready to ready.