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Verification register AI & Agents

Readiness verdict

GLM-4.5V

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

As of
2026-10-01
Revision
16
Method
v1.4.0

Current reading

Readiness band and full integer triple

AI-assisted assembly · derived results

Readiness band

Watch

Primary summary from verified readiness

Confidence
81% · stale
Computed at
2026-10-01T00:23:37.051436+00:00
Claimed
55

Public ambition and stated capability

Reported
35

Observed practitioner reporting

Verified
35

Independently supported evidence

Gap
+20

Claimed leads verified

Evidence strength Growing

Decision

What the current evidence supports

Agent-assisted assessment · independently reviewed · 2026-10-01

Consider GLM-4.5V for supervised multimodal pilots.

Why
Independent specialist tests demonstrate useful capability alongside substantial spatial and geolocation errors; perception and output-format limitations remain.
Next
Test representative images, documents and GUI tasks with human review, strict output checks and measured serving-memory requirements.

Constraints

Blockers

  • Spatial and geolocation accuracy can be poor.
  • Repetition and malformed output require handling.
  • Large-model serving and video memory requirements constrain deployment.
  • Autonomous GUI production reliability remains unestablished by the inspected tests.

Evidence summary

Derived counts

AI-assisted assembly

Total
9
Tier 1
8
Tier 2
1
Tier 3
0
Supports
5
Contradicts
4
Context
0
Latest observed
2026-03-24

Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.

Publication record

Revisions

Revision 16

  1. 2026-07-19 Reading moved from ready to ready.
  2. 2026-07-21 Reading moved from ready to watch.
  3. 2026-07-22 Reading moved from ready to watch.
  4. 2026-07-23 Reading moved from ready to watch.
  5. 2026-07-23 Reading moved from ready to watch.
  6. 2026-07-23 Reading moved from ready to watch.
  7. 2026-07-27 Reading moved from ready to watch.
  8. 2026-07-30 Reading moved from ready to watch.
  9. 2026-08-05 Reading moved from ready to watch.
  10. 2026-08-10 Reading moved from ready to watch.
  11. 2026-08-17 Reading moved from ready to watch.
  12. 2026-08-20 Reading moved from ready to watch.
  13. 2026-09-21 Reading moved from ready to watch.
  14. 2026-09-22 Reading moved from ready to watch.
  15. 2026-09-22 Reading moved from watch to ready.
  16. 2026-10-01 Reading moved from ready to watch.

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