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Verification register AI & Agents

Readiness verdict

DAPO

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
80

Public ambition and stated capability

Reported
78

Observed practitioner reporting

Verified
73

Independently supported evidence

Gap
+7

Claimed minus verified

Evidence strength Strong

Decision

What the current evidence supports

Human editorial judgment · 2026-06-28

Proceed with caution

Why
Fully open and benchmark-beating, but evidence is concentrated on one base model and math; transfer and compute cost remain open questions.
Next
Reproduce on the published verl pipeline + DAPO-Math-17K (official repo BytedTsinghua-SIA/DAPO), then test whether the 4 techniques transfer to your target model/domain before committing.

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
2
Tier 3
4
Supports
3
Contradicts
1
Context
2
Latest observed
2026-01-01

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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