Verification register AI & Agents
Current reading
The readiness gap, in one scan
AI-assisted assembly · derived results
- Claimed
- 70
- Reported
- 68
- Verified
- 60
- Gap
- +10
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed minus verified
Evidence strength Strong
Decision
What the current evidence supports
Human editorial judgment · 2026-06-28
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
- 1
- Tier 2
- 0
- Tier 3
- 5
- 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
Initial public reading
This is the initial public reading. No earlier readiness change is recorded.