Verification register Energy, Climate, Space & Materials
Current reading
The readiness gap, in one scan
AI-assisted assembly · derived results
- Claimed
- 45
- Reported
- 42
- Verified
- 36
- Gap
- +9
Public ambition and stated capability
Observed practitioner reporting
Independently supported evidence
Claimed minus verified
Evidence strength Growing
Decision
What the current evidence supports
Human editorial judgment · 2026-06-28
Wait for stronger evidence
- Why
- Peer-reviewed and open (Communications Chemistry, code-backed) but authors themselves flag no experimental validation, small/biased data, and unsynthesizable outputs — promising scaffolding, not deployable design.
- Next
- Reproduce the published CVAE on the open ORD subset and benchmark generation validity/synthesizability against an in-house reaction class before any wet-lab commitment.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 6
- Tier 1
- 0
- Tier 2
- 1
- Tier 3
- 5
- Supports
- 3
- Contradicts
- 2
- Context
- 1
- Latest observed
- 2025-12-17
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.