Verification register AI & Agents
Current reading
The readiness gap, in one scan
AI-assisted assembly · derived results
- Claimed
- 55
- Reported
- 54
- Verified
- 48
- 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
Proceed with caution
- Why
- Strong vendor-reported validation (AML KIRA6 repurposing, 91% liver-fibrosis lab response, Elo/GPQA concordance) coexists with credible expert skepticism and an unavoidable physical-validation gap
- Next
- Pilot the Hypothesis Generation Trusted-Tester tool on a bounded internal question with human-expert grading; never treat output as validated science
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
- 3
- Tier 3
- 4
- Supports
- 4
- Contradicts
- 2
- Context
- 1
- Latest observed
- 2025-03-05
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.