Verification register AI & Agents
Current reading
The readiness gap, in one scan
AI-assisted assembly · derived results
- Claimed
- 80
- Reported
- 80
- Verified
- 73
- Gap
- +7
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
- Open weights, a peer-reviewed-style arXiv paper, published PAI-Bench numbers, a permissive commercial license, and strong adoption make it the most evaluable and lowest-lock-in of the three — guardrails needed only because clips are short and quality drops on complex scenes.
- Next
- Pull the 2B weights from Hugging Face, reproduce a PAI-Bench predict run, and scope a domain post-training pilot for a bounded synthetic-data use case on Ampere/Hopper/Blackwell hardware.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 7
- Tier 1
- 0
- Tier 2
- 2
- Tier 3
- 5
- Supports
- 5
- Contradicts
- 1
- Context
- 1
- Latest observed
- 2026-02-24
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.