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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
2026-08-20
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
70% · stale
Computed at
2026-08-20T10:53:22.260683+00:00
Claimed
70

Public ambition and stated capability

Reported
67

Observed practitioner reporting

Verified
60

Independently supported evidence

Gap
+10

Claimed leads verified

Evidence strength Strong

Decision

What the current evidence supports

Human editorial judgment · 2026-08-20

Track; not yet

Why
Genuinely open (weights+data+tokenizer) and benchmark-leading among open VLAs with a credible 37x latency gain, but hardware-narrow, batch-planning-limited, and brand-new (May 2026) with only one named real-world deployment — no broad production track record yet.
Next
Spin up a LeRobot eval on the published weights against an internal pick-place task to verify the 87% zero-shot claim on non-Ai2 hardware before any integration commitment.

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
2
Tier 3
9
Supports
6
Contradicts
3
Context
2
Latest observed
2026-05-14

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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