Belief Updating

Recursive inference of hidden states and parameters using free energy minimization.

Neighborhood — ranked by edge-count

paper

cosine ≥ 0.65 · no typed edge

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

Belief Shiftconcept0.800
Change in the model's internal belief state as tracked by probes during CoT generation, indicating genuine uncertainty resolution
Belief Propagationmethod0.791
Inference mechanism underlying active inference; updates posterior beliefs via gradient descent on free energy.
Bayesian Credence Updatingconcept0.789
The method's epistemic mechanism: indicators shift credences about AI consciousness through conditionalization
Belief* (Schwitzgebel)concept0.775
Schwitzgebel's concept applying behavioural and cognitive dispositions to LMs without ascriptions of phenomenal consciousness.
Update Stageconcept0.767
Second stage of DiffLogic CA where a DLGN computes each cell's new binary state from perception output and current state
Belief Propagation Algorithmmethod0.743
Message passing algorithm based on Bethe approximation.
Prior Beliefsconcept0.743
Beliefs about states before data; used to transcribe task instructions into agent's generative model
federated inference and belief-sharingconcept0.741
Friston et al. concept for collective belief dynamics; relevant for extended cognitive glue.