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Verification register AI & Agents

Readiness verdict

MolmoAct2

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

As of
2026-09-30
Revision
3
Method
v1.4.0

Current reading

Readiness band and full integer triple

AI-assisted assembly · derived results

Readiness band

Emerging

Primary summary from verified readiness

Confidence
85% · fresh
Computed at
2026-09-30T21:13:23.736276+00:00
Claimed
35

Public ambition and stated capability

Reported
15

Observed practitioner reporting

Verified
15

Independently supported evidence

Gap
+20

Claimed leads verified

Evidence strength Strong

Decision

What the current evidence supports

Agent-assisted assessment · independently reviewed · 2026-09-30

Use for supervised robotics research and constrained pilots.

Why
Open artifacts support experimentation, but independent physical tests show weak generalization to unfamiliar tasks and unresolved safety behavior.
Next
Test the exact checkpoint, calibration, instructions, and task distribution on your hardware before expanding a supervised pilot.

Constraints

Blockers

  • Unfamiliar-task generalization remains weak in independent physical tests.
  • Action chunks cannot react to unexpected events during execution.
  • New embodiments require additional training.
  • Calibration and serving configuration materially affect behavior.
  • Unsafe instructions require external safeguards and supervision.

Evidence summary

Derived counts

AI-assisted assembly

Total
11
Tier 1
9
Tier 2
2
Tier 3
0
Supports
6
Contradicts
4
Context
1
Latest observed
2026-09-21

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. 2026-09-30 Reading moved from ready to emerging.

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