Verification register AI & Agents
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Watch
Primary summary from verified readiness
- Confidence
- 87% · fresh
- Computed at
- 2026-10-01T02:26:40.771579+00:00
- Claimed
- 55
- Reported
- 50
- Verified
- 45
- Gap
- +10
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed leads verified
Evidence strength Critical
Decision
What the current evidence supports
Agent-assisted assessment · independently reviewed · 2026-10-01
Use for scoped RL training with a tested, pinned configuration.
- Why
- Independent experiments demonstrate useful research-training capability, while current correctness fixes and trainer changes require configuration-specific validation.
- Next
- Reproduce a relevant baseline, audit reward and validation accounting, and test checkpoint recovery and backend compatibility before expanding workloads.
Constraints
Blockers
- Backend and dependency compatibility changes
- Trainer deprecations and migration requirements
- Limited independent validation of v0.9.1 configurations
- Distributed training and reproduction burden
- Reward correctness and held-out evaluation requirements
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 11
- Tier 1
- 8
- Tier 2
- 3
- Tier 3
- 0
- Supports
- 7
- Contradicts
- 3
- Context
- 1
- Latest observed
- 2026-09-25
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Revision 3
- 2026-07-19 Reading moved from ready to ready.
- 2026-09-22 Reading moved from ready to ready.
- 2026-10-01 Reading moved from ready to watch.