Verification register Robotics, Autonomy & Spatial
Current reading
Readiness band and full integer triple
AI-assisted assembly · derived results
Readiness band
Ready
Primary summary from verified readiness
- Confidence
- 67% · stale
- Computed at
- 2026-08-20T10:52:56.81369+00:00
- Claimed
- 70
- Reported
- 65
- Verified
- 57
- Gap
- +13
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
Proceed with caution
- Why
- Strong efficiency story and reproducible open weights/data on cheap hardware, but the pretraining-dependence, modest Meta-World numbers and limited embodiment coverage mean it needs in-domain validation before any reliance.
- Next
- Fine-tune SmolVLA-0.45B on an in-house SO-101 task set via LeRobot, measure real-world success against the 78.3% reference, and stress-test async inference latency on target CPU/GPU (e.g. Jetson Orin NX) hardware.
Constraints
Blockers
No named blocker is present in the current public projection.
Evidence summary
Derived counts
AI-assisted assembly
- Total
- 11
- Tier 1
- 0
- Tier 2
- 3
- Tier 3
- 8
- Supports
- 6
- Contradicts
- 4
- Context
- 1
- Latest observed
- 2026-04-16
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 ready to ready.