Researchers Debate Embodied AI Stack: Steerable S0 Controllers and Closed-Loop S2 by 2027

chris_j_paxton · x · 2026-10-21

Responding to ElijahGalahad's blog on "System 0 in the Astra era," researcher Siyuan Huang agrees that as spatial grounding (S1/S2) improves, we also need dynamics-grounded low-level controllers (S0) and expressive interfaces for steering physical interaction. He pushes further: what matters more is a more steerable and composable S1, plus a truly closed-loop S2 — with such systems, scalable learning and deployment could arrive around 2027.

A representative exchange in the embodied-AI community about layering perception and control (S0 reflex control / S1 spatial reasoning / S2 planning).

Related event: Embodied AI Researchers Debate the Need for a Dynamics-Based System 0 in the Astra Era(3 posts)→

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