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Verification register AI & Agents

Readiness verdict

GLM-5.2

A dated reading of what is claimed, reported, and independently verified in the current evidence.

As of
2026-08-20
Revision
1
Method
v1.3.0

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

Public ambition and stated capability

Reported
84

Observed practitioner reporting

Verified
73

Independently supported evidence

Gap
+16

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

  1. 2026-07-19 Reading moved from ready to ready.

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