Verification register AI & Agents
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Watch
Primary summary from verified readiness
- Confidence
- 62% · stale
- Computed at
- 2026-08-20T10:52:09.377883+00:00
- Claimed
- 55
- Reported
- 45
- Verified
- 37
- Gap
- +18
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
- It is open-source, cheap per run, and has a real (if withdrawn) peer-review milestone, making it the most adoptable of the three for internal research drafting. But the makers' own quality regression, hallucinated-citation risk, and code-execution danger mean it is an assistant under supervision, not an autonomous publisher.
- Next
- Pilot AI-Scientist-v2 agentic tree search for narrow, computational ML write-ups inside a Docker sandbox at the documented $15-25/run budget; never auto-submit output and keep the mandatory AI-disclosure clause; route any external-facing artifact through a human gate.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 14
- Tier 1
- 0
- Tier 2
- 6
- Tier 3
- 8
- Supports
- 6
- Contradicts
- 8
- Context
- 0
- Latest observed
- 2026-03-25
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 watch to watch.