Verification register AI & Agents
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Mature
Primary summary from verified readiness
- Confidence
- 74% · stale
- Computed at
- 2026-08-20T10:54:04.873105+00:00
- Claimed
- 90
- Reported
- 90
- Verified
- 83
- Gap
- +7
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 · 2026-08-20
Adopt with guardrails
- Why
- Apache-2.0, a full size ladder, a mature ecosystem (4.2M Ollama downloads, OpenRouter availability, a 64-author technical report) and strong perception/agent results — corroborated by the independent OmniDocBench leaderboard (89.78 overall) — make it the lowest-risk, most flexible VLM of the three; only caveats are benchmark transparency and extreme-context claims.
- Next
- Pilot a small/mid variant (8B or 30B-A3B) for document/chart/OCR + GUI-agent tasks via a hosted endpoint, validate on our own data given the modified-prompt caveat, then decide on self-hosting.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 9
- Tier 1
- 0
- Tier 2
- 2
- Tier 3
- 7
- Supports
- 7
- Contradicts
- 1
- Context
- 1
- Latest observed
- 2026-03-31
Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.
Publication record
Revisions
Initial public reading
- 2026-07-19 Reading moved from mature to mature.