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
- 67% · stale
- Computed at
- 2026-09-22T23:27:14.984527+00:00
- Claimed
- 78
- Reported
- 70
- Verified
- 61
- Gap
- +17
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 · 2026-09-22
Adopt with guardrails
- Why
- SWE-bench Pro is the most realistic public coding-agent signal in 2026 and worth using for model selection, but grader noise, .git-history exploits, the weak-test-oracle problem, and scaffold-dependent vendor numbers mean only the standardized subset should drive decisions.
- Next
- Use ONLY the Scale SEAL standardized public-set numbers (identical scaffold) for model selection; treat vendor self-reported scores as marketing; cross-check against the commercial (proprietary-repo) subset since it best proxies our private-codebase work.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 7
- Tier 1
- 1
- Tier 2
- 5
- Tier 3
- 1
- Supports
- 2
- Contradicts
- 3
- Context
- 2
- Latest observed
- 2026-06-09
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Revision 2
- 2026-07-19 Reading moved from ready to ready.
- 2026-09-22 Reading moved from ready to ready.