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
- 77% · stale
- Computed at
- 2026-08-20T10:52:57.261264+00:00
- Claimed
- 80
- Reported
- 75
- Verified
- 67
- Gap
- +13
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed leads verified
Evidence strength Critical
Decision
What the current evidence supports
Human editorial judgment · 2026-08-20
Adopt with guardrails
- Why
- SOTA-class on materials discovery, GPU-deployable today (100k+ atoms on one 80GB GPU), and proven in downstream CSP/catalysis workflows; but author-acknowledged charge/spin and >6A limitations, fluxional-system ranking unreliability, plus license gating mean it needs DFT spot-checks and access vetting, not blind adoption.
- Next
- Request FAIR Chemistry license access on Hugging Face (facebook/UMA, e.g. uma-s-1.2 / uma-m-1.1), pilot UMA-S for high-throughput relaxation/MD, and validate energies against DFT on a target subset before trusting charge/spin- or long-range-sensitive cases.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 14
- Tier 1
- 2
- Tier 2
- 8
- Tier 3
- 4
- Supports
- 6
- Contradicts
- 4
- Context
- 4
- Latest observed
- 2026-06-24
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.