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
- 76% · stale
- Computed at
- 2026-09-22T23:27:14.984527+00:00
- Claimed
- 70
- Reported
- 68
- Verified
- 60
- 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
Human editorial judgment · 2026-09-22
Low-friction candidate
- Why
- Fully open weights+recipe+data make it the lowest-friction SLM to adopt and fine-tune; just guard JSON/tool-calling reliability and verify post-quantization accuracy.
- Next
- Stand up a local quantized SmolLM3-3B and benchmark on a real pv extraction/tool-call task with structured-output validation before trusting it in a chain.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 6
- Tier 1
- 5
- Tier 2
- 0
- Tier 3
- 1
- Supports
- 4
- Contradicts
- 2
- Context
- 0
- Latest observed
- 2025-07-15
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Revision 2
- 2026-07-19 Reading moved from ready to ready.
- 2026-09-22 Reading moved from ready to ready.