Verification register AI & Agents
Current reading
The readiness gap, in one scan
AI-assisted assembly · derived results
- Claimed
- 72
- Reported
- 65
- Verified
- 55
- Gap
- +17
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
Adopt with guardrails
- Why
- Strong vendor backing, real multimodal on-device footprint (2-3GB), top-of-class sub-10B LMArena score, and a very large active community — but documented hallucination and reasoning limits mean it must be fenced, not trusted for open-ended reasoning.
- Next
- Pilot E2B/E4B via LiteRT-LM or Ollama on target devices; add factuality/grounding guardrails and constrain to bounded tasks (summaries, classification, voice ASR) where the reasoning ceiling and 30s audio limit are acceptable.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 8
- Tier 1
- 1
- Tier 2
- 2
- Tier 3
- 5
- Supports
- 5
- Contradicts
- 3
- Context
- 0
- Latest observed
- 2025-09-11
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.