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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
2026-06-28
Revision
1
Method
v1.0.0

Current reading

The readiness gap, in one scan

AI-assisted assembly · derived results

Claimed
30

Public ambition and stated capability

Reported
28

Observed practitioner reporting

Verified
24

Independently supported evidence

Gap
+6

Claimed minus verified

Evidence strength Strong

Decision

What the current evidence supports

Human editorial judgment · 2026-06-28

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
6
Tier 1
0
Tier 2
3
Tier 3
3
Supports
3
Contradicts
2
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

This is the initial public reading. No earlier readiness change is recorded.

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