Verification register AI & Agents
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Watch
Primary summary from verified readiness
- Confidence
- 82% · fresh
- Computed at
- 2026-10-01T07:55:37.584679+00:00
- Claimed
- 60
- Reported
- 55
- Verified
- 50
- 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
Agent-assisted assessment · independently reviewed · 2026-10-01
Adopt a pinned Qwen3.6 checkpoint for supervised coding after workload-specific evaluation.
- Why
- Repeated practitioner trials and controlled studies demonstrate useful coding capability, with substantial remaining failures and configuration dependence.
- Next
- Evaluate the intended checkpoint, quantization and harness on representative repositories using hidden tests and human patch review.
Constraints
Blockers
- Checkpoint, quantization and harness settings materially affect results.
- Difficult tasks and test-specified requirements still fail.
- Reasoning can consume the output budget without producing a patch.
- Recovery controllers add compute and require their own evaluation.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 11
- Tier 1
- 5
- Tier 2
- 4
- Tier 3
- 2
- Supports
- 4
- Contradicts
- 3
- Context
- 4
- Latest observed
- 2026-09-17
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Revision 3
- 2026-07-19 Reading moved from ready to ready.
- 2026-09-22 Reading moved from ready to ready.
- 2026-10-01 Reading moved from ready to watch.