Verification register AI & Agents
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
- Reported
- 35
- Verified
- 35
- Gap
- +20
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
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
- 2026-07-19 Reading moved from ready to ready.
- 2026-07-21 Reading moved from ready to watch.
- 2026-07-22 Reading moved from ready to watch.
- 2026-07-23 Reading moved from ready to watch.
- 2026-07-23 Reading moved from ready to watch.
- 2026-07-23 Reading moved from ready to watch.
- 2026-07-27 Reading moved from ready to watch.
- 2026-07-30 Reading moved from ready to watch.
- 2026-08-05 Reading moved from ready to watch.
- 2026-08-10 Reading moved from ready to watch.
- 2026-08-17 Reading moved from ready to watch.
- 2026-08-20 Reading moved from ready to watch.
- 2026-09-21 Reading moved from ready to watch.
- 2026-09-22 Reading moved from ready to watch.
- 2026-09-22 Reading moved from watch to ready.
- 2026-10-01 Reading moved from ready to watch.