community
active
leiden_hybrid_concepts
label: sonnet
community:leiden_hybrid_concepts-run2-c64Generative models as active control
Argues generative models guide action selection rather than encode structural world representations in brain states
3 members. Each node is clickable.
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The papers/notes whose extracted claims & findings make up this cluster.
Bridges (2)
Other communities that share members with this one — cross-cutting threads or papers that sit at the seam between two themes.
Claims (3)
- Generative models are entailed by adaptive behavior, not explicitly encoded in brain statesDistinction from Bayesian brain: generative model is consequence of dynamics, not neural representation
- Generative models are not structural representations; recognition densities areDirect refutation of structural representationalist interpretation; recognition density encodes information, not generative model
- Generative models function as control systems that guide adaptive action policy selectionCore claim: generative models regulate organism behavior to maintain phenotypic bounds, not represent external world