framework
active
framework:free-energy-principleFree Energy Principle
/Users/antonborzov/GitHub/aboutblank/knowledge_base/frameworks/free-energy-principle.mdFrontmatter (13 fields)
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"tags": [
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],
"type": "framework",
"aliases": [
"FEP",
"Free Energy Minimization"
],
"context": "A foundational variational principle from statistical physics that formalizes how self-organizing systems maintain structural integrity and adapt to their environment by minimizing free energy—a mathematical bound on surprise or prediction error. Originally developed by Karl Friston, the framework unifies action, perception, and learning as processes of active inference, where systems both update internal models of the world and act upon it to reduce the divergence between predictions and observations.",
"created": "2025-10-23",
"creator": [
"Karl Friston"
],
"updated": "2026-01-31",
"category": "interdisciplinary",
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"originator": "Karl Friston",
"mention_count": 19,
"extracted_type": "framework",
"source_location": "Title, throughout"
}Outgoing (19)
Associated with (13)
- Active Inference(framework)
- Autopoiesis(framework)
- Bayesian Inference(method)
- Cognitive Light Cone Model(framework)
- Homeostasis(concept)
- Integrated Information Theory(framework)
- Karl Friston(thinker)
- Lyapunov Function(concept)
- Markov Blanket(concept)
- Markov Blankets(method)
- Perceptual Learning(concept)
- Stress Care Intelligence Loop(framework)
- Value Learning(concept)
Cites (1)
- Mnemonic Improvisation(concept)
Extends (1)
- Bayesian Brain Hypothesis(framework)
Implements (3)
- Active Inference(framework)
- Dynamic Expectation Maximisation(method)
- Variational Bayes(method)
Member of (1)
- Multiscale Cognition(community)
Incoming (22)
Associated with (11)
- Active Inference(framework)
- Active Inference(framework)
- Autopoiesis(framework)
- Cognitive Light Cone Model(framework)
- Enactivism(framework)
- Fluctuation Theorem(concept)
- Gibbs Energy(concept)
- Integrated Information Theory(framework)
- Karl Friston(thinker)
- Stress Care Intelligence Loop(framework)
- Tame Framework(framework)
Cited by (2)
Implemented by (3)
- Active Inference(framework)
- Helmholtz Decomposition(method)
- Primordial Soup Simulation(artifact)
introduces (1)
- Karl Friston(thinker)
studies (2)
- Karl Friston(thinker)
- Karl J. Friston(thinker)
Supported by (3)
- A system's state and structure encode an implicit and probabilistic model of the environment.(claim)
- Acting to optimize value and perception are two aspects of exactly the same principle: minimization of free energy.(claim)
- Active inference is grounded in statistical physics and describes dynamics of systems at non-equilibrium steady-state under Markov blanket conditions.(claim)
Mentions (9)
- papers-typed
sajid_2021_active_inference_demystified.md - papers-typed
friston_2017_active_inference_process_theory.md - papers-typed
friston_2013_life_as_we_know_it.md - papers-typed
friston_2008_free_energy_brain_college_de_france.md - papers-typed
dacosta_2020_active_inference_discrete.md - papers-typed
citation-levin-m-self-improvising.md - aboutblank
/Users/antonborzov/GitHub/aboutblank/knowledge_base/frameworks/free-energy-principle.md - aboutblank
/Users/antonborzov/GitHub/aboutblank/knowledge_base/concepts/cognitive/free-energy-principle.md - papers
niab018-fulltext.md