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
- 74% · fresh
- Computed at
- 2026-10-21T06:32:39.345474+00:00
- Claimed
- 85
- Reported
- 77
- Verified
- 69
- Gap
- +16
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 · 2026-10-21
Proceed with caution
- Why
- The weights are generally available on Hugging Face, three major clouds and seven API hosts, with SGLang/vLLM/TensorRT-LLM support at release and TorchTitan fine-tuning, and agent benchmarks are strong (MCP-Atlas 89.2). Against that, the Hugging Face repo is gated, the license carries a $20M revenue clause for model-as-a-service providers and mandatory attribution, self-hosting needs 700GB to 2TB of VRAM, and the numbers are Meta's own while the full evaluation report is still pending.
- Next
- Test it through a hosted API (OpenRouter, Together AI or Fireworks AI) on your own coding and agent tasks, have legal read the Muse Model License text, and recheck once Meta publishes the full evaluation report.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 6
- Tier 1
- 4
- Tier 2
- 1
- Tier 3
- 1
- Supports
- 2
- Contradicts
- 2
- Context
- 2
- Latest observed
- 2026-10-17
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Initial public reading
- 2026-10-21 Initial recorded band: ready.