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ALIFE 2026: Proceedings of the 2026 Artificial Life Conference

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Dreaming Itself: Diffusion Models as the Structural Substrate for Self-Awareness in Humanoid Robots

ALIFE 2026: Proceedings of the 2026 Artificial Life Conference August 17, 2026 Xining Li

We argue that diffusion-based action models provide the structural prerequisites for minimal self-awareness in humanoid robots in a way that standard reactive feedforward policies do not. Three major theories of self-awareness—Friston’s Free Energy Principle (Friston, 2010), Metzinger’s Phenomenal Self-Model Theory (Metzinger, 2003), and Damasio’s two-level self (Damasio,...