mlsanityData to 14 Oct 2026

Towards a Bayesian mechanics of metacognitive particles: A commentary on "Path integrals, particular kinds, and strange things" by Friston, Da Costa, Sakthivadivel, Heins, Pavliotis, Ramstead, and Parr

arXiv 2403.06981 ↗First posted 24 Nov 2023nlin.AO physics.bio-ph q-bio.NCcited by 2

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Abstract (arXiv)

What could metacognition look like in simple physical terms? We define metacognition as having beliefs about beliefs, which can be articulated very simply using the language of statistical physics and Bayesian mechanics. We introduce a typology between cognitive and metacognitive particles and develop an example of a metacognitive particle. This can be generalized to provide examples of higher forms of metacognition: i.e. particles having beliefs about beliefs about beliefs and so forth. We conclude by saying that the typology of particles laid down in the target article seems promising, for seemingly enabling a physics of cognition that builds upon and refines the free energy principle, toward a physical description of entities that specifically possess higher forms of cognition.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). First posted on arXiv 24 Nov 2023.

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