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% · stale
- Computed at
- 2026-09-22T23:27:14.984527+00:00
- Claimed
- 50
- Reported
- 48
- Verified
- 45
- Gap
- +5
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed leads verified
Evidence strength Growing
Decision
What the current evidence supports
Human editorial judgment · 2026-09-22
Wait for stronger evidence
- Why
- Credible academic framework (32B base, fully-async pipeline, MIT-licensed, used in AutoGLM) with strong on-paper benchmark claims, but narrow task scope, experimental and drifting eval tooling, and thin adoption mean it should be tracked rather than adopted now
- Next
- Watch for the stabilized agentrl-eval release and an independent reproduction of the cross-policy-sampling / task-advantage-normalization gains before allocating GPU budget
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 7
- Tier 1
- 6
- Tier 2
- 1
- Tier 3
- 0
- Supports
- 1
- Contradicts
- 1
- Context
- 5
- Latest observed
- 2026-01-17
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.