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MolmoAct 2

By Ai2
MolmoAct 2 is Ai2’s upgraded open Action Reasoning Model for embodied manipulation, built on Molmo 2-ER, a specialized embodied-reasoning variant of Molmo 2. It pairs that reasoning backbone with a dedicated flow-matching action expert connected through a KV-cache bridge, adds an open FAST-style action tokenizer, and introduces an optional adaptive-depth “Think” mode for stronger 3D spatial reasoning. Ai2 says it runs up to 37x faster than MolmoAct, includes baked-in bimanual skills, and achieves strong results in simulation, zero-shot real-world tests, and post-training benchmarks like LIBERO.
New Multimodal Gen 3
Released: May 5, 2026

Overview

MolmoAct 2 is Ai2’s open robotics foundation model for real-world robot manipulation. It is an Action Reasoning Model that reasons about 3D structure before acting, supports bimanual manipulation out of the box, and is designed for zero-shot deployment and post-training adaptation across household, lab, and tabletop tasks.

About Ai2

Ai2 is a 501(c)(3) non-profit AI research institute founded in 2014 by the late Paul Allen (Microsoft co-founder), dedicated to conducting high-impact, open AI research and engineering for the common good, including open language models (OLMo), scientific AI tools (Semantic Scholar, Asta), environmental AI platforms, and embodied robotics research.

Industry: Artificial Intelligence
Company Size: 313
Location: Seattle, Washington, US
Website: allenai.org
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Tools using MolmoAct 2

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Last updated: May 6, 2026
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