Verification register AI & Agents
Current reading
The readiness gap, in one scan
AI-assisted assembly · derived results
- Claimed
- 50
- Reported
- 48
- Verified
- 45
- Gap
- +5
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed minus verified
Evidence strength Growing
Decision
What the current evidence supports
Human editorial judgment · 2026-06-28
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
- 0
- Tier 2
- 1
- Tier 3
- 6
- 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
Initial public reading
This is the initial public reading. No earlier readiness change is recorded.