Verification register Energy, Climate, Space & Materials
Current reading
The readiness gap, in one scan
AI-assisted assembly · derived results
- Claimed
- 40
- Reported
- 36
- Verified
- 32
- Gap
- +8
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
- The design-method contribution (knitting codes -> programmable morphing) is real and elegant, but it sits on SMA actuation whose ~0.056 Hz speed, ~10-15% efficiency, hysteresis, burn risk and fatigue remain unsolved; the paper proves tunability, not deployment readiness.
- Next
- Watch for an independent build using the published knitting-code method that reports closed-loop bandwidth, blocking force vs. cycle life, and power/thermal budget — not just static bending angles and flower demos.
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
- 0
- Tier 3
- 6
- Supports
- 2
- Contradicts
- 3
- Context
- 1
- Latest observed
- 2026-01-01
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.