Development

An agentic model drives a robot dog with no physical training

development2025-12-28

Claim

MiniMax connected its M2.1 agentic model to a Vita Dynamics robot dog, achieving immediate physical competence with no prior physical-world training.

Reporting date: 2025-12-28 (not necessarily the event date)

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Welcome to December 28, 2025 (theinnermostloop.substack.com)

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MiniMax M2.1

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Welcome to December 28, 2025

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Welcome to December 28, 2025

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An agentic model drives a robot dog with no physical training
Innermost Loop KB — secondary record
Reporting date: 2025-12-28
KB permalink: https://nicholsn.github.io/innermost-loop-kb/developments/2025-12-28-minimax-robot-dog-zero-shot
Claim: MiniMax connected its M2.1 agentic model to a Vita Dynamics robot dog, achieving immediate physical competence with no prior physical-world training.
Attributed sources:
- Welcome to December 28, 2025 — https://theinnermostloop.substack.com/p/welcome-to-december-28-2025
This citation does not imply independent verification of linked-source claims.

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