Can process theories implementing Bayesian models be derived and shown to explain empirical neuronal phenomena?

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Process theories can be derived from variational principles in a straightforward manner with biological plausibility.hypothesis0.827
  Paper's core methodological hypothesis: gap between normative and process-level theories can be bridged.
• What are the neuronal mechanisms by which prior beliefs from one agent's model are received and properly implemented by a naive agent (neuronal hermeneutics)?question0.805
  Open question about inter-agent communication beyond model-space assumption
• Biological agents use a process theory of active inference where neuronal dynamics correspond to variational free energy minimisation for perception and expected free energy minimisation for action.hypothesis0.796
  The core process theory hypothesis set up in the paper.
• It is plausible that ongoing developments in LLMs may lead to models or agentic systems built on LLMs capable of generating representations observed with 'consciousness' phenomena.claim0.774
  Forward-looking claim suggesting the methodological framework is relevant for future AI systems beyond current LLMs.
• Aside from basic detection and identification, other details of the model's response about injected thoughts may be confabulatedclaim0.769
  Acknowledges that the model's additional descriptions of its experience are unverified.
• Do human participants demonstrate the same insight dynamics predicted by active inference in the rule-learning paradigm (currently under investigation with eye tracking and crowd-sourced reaction times)?question0.767
  Empirical gap explicitly acknowledged; experiments reportedly in progress at time of writing
• Simulations of a generative process (done in the laboratory) are essential to test that the defined process generates coherent complex variable morphology before applying it to real landclaim0.764
  Alexander's methodological justification for using the Guasare simulation studies.
• Active inference offers a degree of plausibility as a process theory of brain function.claim0.762
  Overall assessment from Discussion.