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
- 74% · stale
- Computed at
- 2026-09-22T23:27:14.984527+00:00
- Claimed
- 70
- Reported
- 62
- Verified
- 52
- Gap
- +18
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 · 2026-09-22
Track; not yet
- Why
- Genuine, well-documented technical milestone with open weights and a credible communication-efficiency mechanism, but benchmarks are self-reported and the use case (decentralized pretraining) is not yet a pragma.vision dependency.
- Next
- Watch for independent third-party benchmark reproduction of Covenant-72B from released weights and the SparseLoCo/Gauntlet paper peer-review; monitor whether subsequent runs scale beyond 72B at competitive quality.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 7
- Tier 1
- 1
- Tier 2
- 6
- Tier 3
- 0
- Supports
- 4
- Contradicts
- 2
- Context
- 1
- Latest observed
- 2026-06-01
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Revision 2
- 2026-07-19 Reading moved from watch to watch.
- 2026-09-22 Reading moved from watch to watch.