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
- 71% · stale
- Computed at
- 2026-08-20T10:52:19.152712+00:00
- Claimed
- 85
- Reported
- 78
- Verified
- 68
- 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 · 2026-08-20
Adopt with guardrails
- Why
- MIT-licensed (per repo), runs locally in <4GB VRAM with strong benchmark scores and broad device support — ideal for zero-cost (Rule #9) royalty-free brand/ebook/reel music, but vocal/genre limitations plus the license-source ambiguity require verify-then-deploy.
- Next
- Run a local RTX/A100-class proof on 5 brand-music briefs; confirm the model's actual LICENSE file (MIT vs CC-BY) before any commercial use; gate every output on a human listen-test.
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
- 7
- Tier 3
- 4
- Supports
- 7
- Contradicts
- 4
- Context
- 0
- Latest observed
- 2026-05-18
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.