Verification register AI & Agents
Current reading
The readiness gap, in one scan
AI-assisted assembly · derived results
- Claimed
- 85
- Reported
- 81
- Verified
- 73
- Gap
- +12
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
- Apache-2.0 licensing, strong sourced benchmarks (4B matching prior 7B-class), multilingual breadth, and huge ecosystem activity make these the lowest-friction small open models — with only narrow caveats at the smallest size and in reasoning-mode tooling.
- Next
- Adopt Qwen3-4B (or 1.7B) under Apache 2.0 for on-device/cost-sensitive tasks; benchmark the 0.6B only for narrow classification/routing, and validate tool-calling in the chosen serving stack (avoid the noted vLLM reasoning-parse pitfall).
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 8
- Tier 1
- 0
- Tier 2
- 1
- Tier 3
- 7
- Supports
- 5
- Contradicts
- 2
- Context
- 1
- Latest observed
- 2025-06-30
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.