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
- 68% · fresh
- Computed at
- 2026-07-30T10:51:46.022514+00:00
- Claimed
- 85
- Reported
- 81
- Verified
- 73
- Gap
- +12
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 · 2026-07-30
Track; not yet
- Why
- Efficiency story (124B total / 5.1B active MoE, 256K-1M context) is real and well-documented, but the vendor's headline performance claim is directly contradicted by an independent benchmark run, and the weights are still closed — too early to adopt or recommend integration.
- Next
- Re-check once open weights ship (~Aug 3) and independent third-party benchmarks (SWE-bench-style, MMLU) are published; re-score readiness against verified numbers rather than the vendor's 2-3x claim, and confirm post-trial OpenRouter pricing before any integration path is proposed.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 6
- Tier 1
- 1
- Tier 2
- 4
- Tier 3
- 1
- Supports
- 3
- Contradicts
- 2
- Context
- 1
- Latest observed
- 2026-07-25
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Initial public reading
- 2026-07-30 Reading moved from ready to ready.