framework
active
framework:free-energy-principle

Free Energy Principle

/Users/antonborzov/GitHub/aboutblank/knowledge_base/frameworks/free-energy-principle.md
Frontmatter (13 fields)
{
  "tags": [
    "core-framework"
  ],
  "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",
  "enrichment": {
    "model": "claude-haiku-4-5",
    "version": 1,
    "is_stale": false,
    "input_hash": "a488de0d71e4c993ba552c985860709a8d17cf18",
    "enriched_at": 1778974244,
    "n_observations": 6,
    "observations_consumed": [
      1330,
      1367,
      1540,
      1563,
      1598,
      2266
    ]
  },
  "originator": "Karl Friston",
  "mention_count": 19,
  "extracted_type": "framework",
  "source_location": "Title, throughout"
}

Outgoing (19)

Cites (1)

Extends (1)

Member of (1)

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