Verification register Security & Identity
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Ready
Primary summary from verified readiness
- Confidence
- 67% · stale
- Computed at
- 2026-08-20T10:53:26.278449+00:00
- Claimed
- 80
- Reported
- 75
- Verified
- 70
- Gap
- +10
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
Adopt with guardrails
- Why
- Most mature of the three — peer-reviewed (ICLR/OpenReview), MIT-licensed, actively maintained with continual frontier-model updates through 2026 and an established human baseline. Reward-hacking and saturation are real but manageable with manual transcript review.
- Next
- Pilot RE-Bench (plus HCAST/SWAA time-horizon tasks) as a capability tripwire in any internal frontier-model-routing or agent-autonomy gate; pair scores with reward-hacking transcript inspection rather than trusting normalized scores alone.
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
- 0
- Tier 3
- 10
- Supports
- 3
- Contradicts
- 3
- Context
- 4
- Latest observed
- 2026-05-08
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.