framework
active
framework:structural-representationalismStructural Representationalism
Dominant interpretation of generative models as neural structures with representational content; main target of critique
Neighborhood — ranked by edge-count
Thinkers (1)
thinker
- Defenders of structural representationalist interpretation of generative models; primary targets of critique
Claims (1)
claim
- Direct refutation of structural representationalist interpretation; recognition density encodes information, not generative model
Frameworks (1)
framework
- Active InferencecontradictsFoundational framework by Karl Friston; the paper extends it to three hierarchical levels for modeling meta-awareness.
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Stance that sensory experience is mediated through internal models of the world; one of the paper's guiding philosophical stances.
- A philosophical position that only the structure of relations is knowable; invoked to support continued self-evidencing.
- The central question of whether representational geometry implies corresponding computational structure
- The evolution of an agent's latent representations over the course of training, shown to align with reward improvement when causal emergence is high.
- The desired property of a bidirectional, behavior-preserving mapping between model representations; the goal MAS pursues.
- Cited tension in cognitive science between theories requiring mental representations and those rejecting representation as necessary.
- Property of conscious representations: they do not contain information about the fact that they are representations at the level of the representation itself
- Maturana's concept of continuous dynamic interaction between an organism and its environment; key to understanding living cognition.