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Verification register AI & Agents

Readiness verdict

ICLR 2026 Workshop on AI with Recursive Self-Improvement

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

Emerging

Primary summary from verified readiness

Confidence
64% · stale
Computed at
2026-08-20T10:54:29.787555+00:00
Claimed
30

Public ambition and stated capability

Reported
29

Observed practitioner reporting

Verified
25

Independently supported evidence

Gap
+5

Claimed leads verified

Evidence strength Growing

Decision

What the current evidence supports

Human editorial judgment · 2026-08-20

Track; not yet

Why
An academic venue is a signal of field formation and a source of methods, not an adoptable technology; valuable as an intelligence feed only.
Next
Mine accepted papers (OpenReview) for any concrete, reproducible self-improvement evaluation method; treat the workshop's six-dimension taxonomy as a literature map, not deployable tech.

Constraints

Blockers

No named blocker is present in the current public projection.

Evidence summary

Derived counts

AI-assisted assembly

Total
9
Tier 1
0
Tier 2
0
Tier 3
9
Supports
4
Contradicts
3
Context
2
Latest observed
2026-04-26

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 emerging to emerging.

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