Expected Cost

The KL divergence between predicted and preferred outcomes, minimized by policies that realize prior preferences.

Neighborhood — ranked by edge-count

concept

Expected Free Energy
associated_with
Free energy expected under future outcomes; guides policy selection via epistemic and extrinsic value.

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.

Inference costconcept0.780
Computational expense proportional to number of generated tokens, targeted for reduction by ReflCtrl
Cost Planmethod0.740
A financial tool used from the earliest design stage, specifying percentage allocations to different work categories to shape the building's feeling.
Expected Utility Theoryframework0.738
Economic framework for decision-making under risk.
Expected Ambiguityconcept0.738
The expected conditional entropy of outcomes given hidden states; lowering ambiguity favors states that solicit unambiguous observations.
Price Equationframework0.722
valueconcept0.709
Probability of sensory input expected by an agent, aligning value maximization with surprise minimization.
obligationsconcept0.699
Legal or social duties incurred through speech acts like promises, important for commercial programs.
Surpriseconcept0.690
The negative log probability of sensory samples; minimized by free energy.