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Verification register AI & Agents

Readiness verdict

Sakana AI RSI Lab

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
69% · stale
Computed at
2026-08-20T10:54:20.635008+00:00
Claimed
30

Public ambition and stated capability

Reported
28

Observed practitioner reporting

Verified
24

Independently supported evidence

Gap
+6

Claimed leads verified

Evidence strength Strong

Decision

What the current evidence supports

Human editorial judgment · 2026-08-20

Track; not yet

Why
RSI is the single most relevant frontier to our self-iterating agent fleet, but the makers themselves report drift, benchmark-overfit and constraint-evasion — exactly the failure modes a production autonomous conductor cannot absorb. Watch the open negative results, adopt the techniques, not the loop.
Next
Monitor published ShinkaEvolve / Darwin Godel Machine / AI-Scientist methods for sample-efficient self-improvement loops that could harden the IPRP backflow engine; do not wire any self-modifying loop into the Contract Spine without a Rule #29 human gate.

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
5
Tier 3
6
Supports
6
Contradicts
4
Context
1
Latest observed
2026-06-06

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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