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
- 84% · stale
- Computed at
- 2026-08-20T10:51:36.467712+00:00
- Claimed
- 85
- Reported
- 73
- Verified
- 59
- Gap
- +26
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
Proceed with caution
- Why
- The cost/cadence story (up to 24 updates/day, ~0.25 kWh/inference, $0.20-$15/run) is genuinely attractive and the API is live, but the accuracy claims are entirely self-reported and independent literature flags exactly the extreme-event weakness that would hurt energy use cases. A credible operational open baseline (AIFS-ENS) now exists to benchmark against for free.
- Next
- Run a head-to-head shadow trial of EPT-2 vs an open baseline (ECMWF AIFS-ENS, now operational since 1 Jul 2025, and/or GraphCast) on the exact variables and lead times we need, scoring extreme-event days separately; treat all vendor RMSE/CRPS numbers as a hypothesis to verify.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 13
- Tier 1
- 9
- Tier 2
- 2
- Tier 3
- 2
- Supports
- 7
- Contradicts
- 4
- Context
- 2
- Latest observed
- 2026-01-01
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.