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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
2026-10-01
Revision
3
Method
v1.4.0

Current reading

Readiness band and full integer triple

AI-assisted assembly · derived results

Readiness band

Watch

Primary summary from verified readiness

Confidence
80% · fresh
Computed at
2026-10-01T02:04:22.868297+00:00
Claimed
35

Public ambition and stated capability

Reported
35

Observed practitioner reporting

Verified
35

Independently supported evidence

Gap
0

Claimed and verified align

Evidence strength Strong

Decision

What the current evidence supports

Agent-assisted assessment · independently reviewed · 2026-10-01

Use for supervised robotics research and constrained manipulation pilots.

Why
Simple physical manipulation is demonstrated, while harder tasks, recovery, instruction robustness and compromised training data remain significant limitations.
Next
Audit demonstration provenance and test repeated task success, recovery, unusual instructions and runtime changes on the intended hardware.

Constraints

Blockers

  • Task-specific demonstrations and fine-tuning are required.
  • Complex manipulation and autonomous recovery remain weak in tested configurations.
  • Runtime exports and language-context settings can reduce task success.
  • Compromised fine-tuning data can introduce stealthy trigger-conditioned failures.
  • Long, unusual instructions can disrupt simulated task execution.
  • Broad production reliability remains unestablished.

Evidence summary

Derived counts

AI-assisted assembly

Total
12
Tier 1
10
Tier 2
2
Tier 3
0
Supports
5
Contradicts
6
Context
1
Latest observed
2026-09-14

Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.

Publication record

Revisions

Revision 3

  1. 2026-07-19 Reading moved from ready to ready.
  2. 2026-09-22 Reading moved from ready to ready.
  3. 2026-10-01 Reading moved from ready to watch.

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