Verification register AI & Agents
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Mature
Primary summary from verified readiness
- Confidence
- 72% · stale
- Computed at
- 2026-08-20T10:53:54.768197+00:00
- Claimed
- 85
- Reported
- 84
- Verified
- 77
- Gap
- +8
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed leads verified
Evidence strength Critical
Decision
What the current evidence supports
Human editorial judgment · 2026-08-20
Low-friction candidate
- Why
- Near-zero cost, broad ecosystem support, and we already run an equivalent (CLAUDE.md). But the research split (efficiency gains vs success-rate losses) means treat it as a convenience/efficiency aid, not a correctness lever, and avoid over-stuffing.
- Next
- Keep CLAUDE.md/AGENTS.md lean and command-focused (build/test/style), measure whether it changes agent task outcomes on a few real tasks, and prune aggressively rather than padding — per the conflicting study evidence.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 11
- Tier 1
- 0
- Tier 2
- 1
- Tier 3
- 10
- Supports
- 8
- Contradicts
- 2
- Context
- 1
- Latest observed
- 2026-06-24
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 mature to mature.