concept
active
concept:redundant-information

Redundant Information

Information shared across all sources in PID.

Neighborhood — ranked by edge-count

Related by similarity (8)

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.

  • Mutual Informationconcept0.786
    Expected mutual information between future states and outcomes; equivalent to intrinsic value.
  • Unique Informationconcept0.774
    Information held by one source but not others in PID.
  • Multi Informationconcept0.765
    Multivariate information transmission (McGill 1954); a measure of total dependence among variables.
  • Economic concept related to epistemic value in expected free energy; information needed to realize rewards
  • repetitionconcept0.753
    The reappearance of similar elements, essential for unity and order in a living floor or ceiling.
  • Parameters of the approximate posterior, such as Dirichlet counts for model parameters.
  • Referencemethod0.748
    Bibliographical element: a dynamic branching outward or internal link, citing or connecting to another text.
  • Bialek/Ay information-theoretic measure; characterizes agent capacity to predict future from past.