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Verification register Robotics, Autonomy & Spatial

Readiness verdict

SmolVLA

A dated reading of what is claimed, reported, and independently verified in the current evidence.

As of
2026-08-20
Revision
1
Method
v1.3.0

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

Public ambition and stated capability

Reported
65

Observed practitioner reporting

Verified
57

Independently supported evidence

Gap
+13

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

  1. 2026-07-19 Reading moved from ready to ready.

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