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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
2026-08-20
Revision
1
Method
v1.3.0

Current reading

Readiness band and full integer triple

AI-assisted assembly · derived results

Readiness band

Ready

Primary summary from verified readiness

Confidence
74% · stale
Computed at
2026-08-20T10:54:06.928337+00:00
Claimed
80

Public ambition and stated capability

Reported
78

Observed practitioner reporting

Verified
73

Independently supported evidence

Gap
+7

Claimed leads verified

Evidence strength Strong

Decision

What the current evidence supports

Human editorial judgment · 2026-08-20

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
10
Tier 1
0
Tier 2
4
Tier 3
6
Supports
4
Contradicts
2
Context
4
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

  1. 2026-07-19 Reading moved from ready to ready.

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