Verification register AI & Agents
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Ready
Primary summary from verified readiness
- Confidence
- 81% · stale
- Computed at
- 2026-08-20T10:52:28.722521+00:00
- Claimed
- 89
- Reported
- 84
- Verified
- 73
- Gap
- +16
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed leads verified
Evidence strength Critical
Decision
What the current evidence supports
Human editorial judgment · 2026-08-20
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
- 11
- Tier 1
- 0
- Tier 2
- 11
- Tier 3
- 0
- Supports
- 7
- Contradicts
- 2
- Context
- 2
- 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
- 2026-07-19 Reading moved from ready to ready.