Verification register AI & Agents
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
- Reported
- 78
- Verified
- 73
- Gap
- +7
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
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
- 2026-07-19 Reading moved from ready to ready.