hypothesis
active
prediction:any-system-minimizing-free-energy-will-appear-to-engage-in-implicit-bayesian-inference-of-hidden-external-causesAny system minimizing free energy will appear to engage in implicit Bayesian inference of hidden external causes.
Predicts that internal states encode posterior beliefs about external world through gradient descent on free energy.
Neighborhood — ranked by edge-count
Findings (1)
finding
- Empirical validation from primordial soup that internal states encode information about hidden environmental states.
Questions (1)
question
- Poses challenge to definition: if every Markov blanket induces active inference, is there lifelike behavior everywhere?
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.
- Describes the epistemic function of variational free energy.
- Any system that exists will appear to minimize free energy and therefore engage in active inference.claim0.853The reworked argument that free energy minimization is a corollary of existence, not a prerequisite.
- Friston's key assertion resolving the tautology: existence implies free energy minimization, making inference inevitable.
- Load-bearing definition of how action and perception implement free energy minimization.
- Formalization of perception-action cycle integrating inference and decision-making.
- How expected free energy links to survival.
- Central thesis of the paper unifying cognitive phenomena under one objective function
- The core process theory hypothesis set up in the paper.
Cross-corpus bridges (1)
same_concept_as · Nomic cosineExternal markdown files that talk about the same concept as this entity.
- aboutblank_kbFree Energy Minimizationframeworks/free-energy-minimization.md0.804