Verification register AI & Agents
Current reading
The readiness gap, in one scan
AI-assisted assembly · derived results
- Claimed
- 89
- Reported
- 84
- Verified
- 73
- Gap
- +16
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed minus verified
Evidence strength Critical
Decision
What the current evidence supports
Human editorial judgment · 2026-06-28
Adopt with guardrails
- Why
- Highest independent open-weight Intelligence Index v4.1 score (51, ahead of MiniMax-M3, DeepSeek V4 Pro and Kimi K2.6), permissive MIT license, 1M context, and ~1/6 frontier cost make it the leading open option — but the multimodal gap, token-heaviness, and weak long-horizon completion require guardrails.
- Next
- Pilot GLM-5.2 as a daily-driver coding/agent model where vision is not required; pair with a multimodal model for image tasks; gate long-horizon autonomous runs behind human checkpoints given the 3% full-completion rate.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 6
- Tier 1
- 0
- Tier 2
- 6
- Tier 3
- 0
- Supports
- 4
- Contradicts
- 1
- Context
- 1
- Latest observed
- 2026-06-17
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.