プロジェクト

プロジェクトは、共有アイデアをリポジトリ、研究成果、学習インフラ、メディア、イベント、および応用作業に変換します。

プロジェクトライフサイクル

プロジェクトは提案を通じて準備され、アクティブインファレンスエコシステムからの更新によって測定されます。インスティテュートおよびエコシステムのすべてのプロジェクトには、参照、共有、継続的な関与のために安定したURLを持つ専用のページがあります。

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教育アクティブユニット - 研究所プロジェクト

EduActiveは、教育に焦点を当てたインスティテュートプロジェクトをホストしています：テキストブックグループ、アクティブインファレンスオントロジー、アクティブインファレンスジャーナル、教育コース開発、オーディオビジュアル制作、応用アクティブインファレンスシンポジウム、季節学校、物理学コース、社会科学のためのアクティブインファレンス、ビデオ改善プロジェクト。

EduActive Unit Textbook Group Symposium Active Inference Ontology Seasonal School

再推論ユニット - 研究所プロジェクト

ReInferenceは、研究に焦点を当てたインスティテュートプロジェクトをホストしています：Active Blockference、AICACP、Applied Active Inference Symposium、Cognitive Agent Modeling、FarmWorks、Generalized Notation Notation、GEO-INFER、Graphical Interface、Knowledge Engineering、Active InferAnts、RxInfer.jl、および理論神経生物学グループ。

ReInference Unit Active InferAnts GEO-INFER GNN RxInfer.jl Knowledge Engineering

エコシステム・プロジェクト

エコシステムプロジェクトは、計算神経科学、AI、生態学、教育、創造性、哲学などの分野にまたがるコミュニティ主導の取り組みです。各プロジェクトには、安定したURLを持つ専用のページがあります。

GitHub organizationProjects Ecosystem shortlinkResearch CogNarr Geometric Inquiry Theory

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フルカタログ

Browse every public project

Projects are classified by the canonical InstituteOS affiliation field. Institute-hosted and Ecosystem projects are listed in two separate tables below, each with its own search, topic filter, and counts; active and archived work stay distinct within each.

65 public projects with a page on this site

Institute-hosted projects28 projects Ecosystem projects37 projects

Institute-hosted

Institute-hosted projects

Projects the Active Inference Institute hosts and stewards directly, drawn from the canonical InstituteOS affiliation field. This table is independent of the Ecosystem table below: its search, topic filter, and counts cover Institute-hosted projects only.

28 projects

Active projects

19 projects

Active Institute-hosted projects, from the public InstituteOS project registry.
Project	About	Topics	Lead & people
Active Inference Journal	A community publication and knowledge channel for Active Inference research and discussion.	Academic Publishing, Active Inference, Collaborative Editing, Community, Decentralized Science	Alexander Vyatkin Holly Grimm
Active Inference Ontology	Maintains and develops the public ontology for Active Inference and decentralized science with structured, machine-readable definitions.	Active Inference, Decentralized Science, Eduactive, Formal Knowledge, Formal Logic	Daniel Friedman
AI²C: Active Inference Alignment Coalition	Multi-institution initiative building a research coalition, funding pipeline, and shared infrastructure for AI alignment, governance, and embodied experimentation.	Ai Alignment, Active Inference, Multi Agent Systems, Governance Frameworks, Embodied Systems
AICACP	A coalition-oriented project at the intersection of AI capabilities and care practices.	Active Inference, Agency, Ai Alignment, Ai Capabilities, Ai Regulation	Adam Safron
Applied Active Inference Symposium	The Applied Active Inference Symposium is a yearly event that convenes the global Active Inference community. It has run five times from 2021 through 2025, with the sixth symposium in 2026. The Sympos	Active Inference, Ai, Artificial Intelligence, Collaborative Sessions, Community Building	Daniel Friedman
Audio-Visual Production	Audio-Visual Production is a sustained Institute project responsible for planning, recording, and publishing the Institute's livestreams, podcasts, video events, and educational recordings.	Audio Visual Production, Eduactive, Educational Content, Livestreams, Media Production	Daniel Friedman
Educational Course Development	Educational Course Development is a sustained Institute project producing structured courses in Active Inference and related topics, maintaining an Obsidian repository and course catalog for diverse l	Active Inference, Course Development, Curriculum, Eduactive, Education	Daniel Friedman
Generalized Notation Notation	A text-based notation system for communicating generative models and Active Inference systems that provides a shared language for describing models in a human-readable and machine-processable way.	Active Inference, Cognitive Modeling, Formal Modeling, Generative Models, Interoperability	Daniel Friedman
GEO-INFER	Geospatial modeling using Active Inference and spatial data analysis techniques.	Active Inference, Agent Systems, Bayesian Methods, Bioregional Modeling, Ecology	Daniel Friedman
Knowledge Engineering	Knowledge Engineering develops and maintains the public knowledge infrastructure for the Active Inference Institute, including the public frontend, literature meta-analysis, and organizational knowled	Active Inference, Annotation, Free Energy Principle, Information Science, Knowledge Engineering	Virginia Bleu Knight Daniel Friedman
Myth of Objectivity Hypothesis	Rigorous exploration of humanity's capacity for symbolic intelligence by modeling norms across social and identity scales to develop culturally-aligned artificial general intelligence.	Active Inference, Artificial Intelligence, Morality, Symbolic Cognition, Cultural Evolution	Shagor (Shaggy) Rahman
Perspective Architectures for Coherent and Attuned Artificial Agency	Formalize a minimal computational architecture that models internal coherence dynamics for AI alignment through latent generative perspective structures.	Ai Alignment, Agency, Perspective Taking, Emergent Coherence, Multi Agent Systems
RxInfer.jl Learning and Development Group	The RxInfer.jl Learning and Development Group supports learning and extending RxInfer.jl, a Julia package for reactive Bayesian inference.	Active Inference, Bayesian Inference, Community Driven, Education, Julia	Daniel Friedman
Seasonal School	An intensive in-person or online school for deep engagement with Active Inference theory, modeling, and applications.	Active Inference, Cohort Based, Community, Community Engagement, Eduactive	Daniel Friedman
Start	Scalable, Tailored Active Inference Research & Training — modular pipeline generating multilingual educational materials on Active Inference and the Free Energy Principle tailored to professional doma	Active Inference, Education, Curriculum, Multilingual, Learning Paths	Daniel Friedman
Textbook Group	Structured cohort-based learning through Active Inference textbooks: 9 completed cohorts on the 2022 textbook since 2022, plus a first cohort now live on the 2026 Fundamentals textbook.	Active Inference, Cohort Learning, Collaborative Learning, Eduactive, Education	Daniel Friedman
The Foundations of Ideology	Computational-neuroscience (FEP/Active Inference) framework for how political ideologies form, persist, and evolve.	Political Ideology, Computational Neuroscience, Free Energy Principle, Active Inference, Prediction Error
Theoretical Neurobiology Group	The Theoretical Neurobiology Group (TNB) supports theoretical work connecting Active Inference to neurobiology with regular meetings and discussions for mathematical and conceptual models of neural sy	Active Inference, Cognitive Science, Computational Modeling, Consciousness, Free Energy Principle	Daniel Friedman
Wave Hypothesis	Series of livestreams and papers by Robert Worden on the brain wave hypothesis, projective wave theory of consciousness, and Bayesian model-based cognition.	Brain Waves, Consciousness, Wave Hypothesis, Bayesian Cognition, Theoretical Neuroscience	Robert Worden

Archived & completed projects

9 projects

Archived and completed Institute-hosted projects, from the public InstituteOS project registry.
Project	About	Topics	Lead & people
Active Blockference	Active Inference examples and tools for decentralized and blockchain-adjacent systems	Active Inference, Agent Behavior, Blockchain, Cadcad, Cognitive Modeling	Daniel Friedman
Active Entity Ontology for Science (AEOS)	Framework bridging centralized and decentralized science approaches using Active Inference principles for scientific organization and governance.	Active Inference, Decentralized Science, Scientific Ontology, Scientific Governance, Epistemic Commons	Daniel Friedman
Active InferAnts	Multiagent modeling of collective behavior using Active Inference, with connections to ant colony research.	Active Inference, Ant Colonies, Ant Colony, Behavioral Simulation, Collective Behavior	Daniel Friedman
Active Inference for Social Sciences	Develops courses, curricula, research, and writing connecting Active Inference to social sciences disciplines.	Active Inference, Curriculum, Eduactive, Education, Interdisciplinary	Avel Guénin-Carlut Daniel Friedman
Cognitive Agent Modeling	Developing minimal cognitive agent models using Active Inference principles.	Active Inference, Agent Modeling, Cognitive Modeling, Computational Neuroscience, Implementation	Daniel Friedman
FarmWorks	FarmWorks develops miniature Active Inference models and applications for agricultural and ecological contexts.	Active Inference, Agents, Agriculture, Applied Research, Decentralized Ai	Vladimir Baulin Andrew Pashea
Graphical Interface	A graphical interface project for Active Inference modeling and visualization.	Active Inference, Graphical Interface, Interactive Tools, Modeling, Reinference	Daniel Friedman
Physics Course	A course connecting physics, thermodynamics, and the theoretical foundations of Active Inference.	Active Inference, Eduactive, Education, Free Energy Principle, Information Theory	Daniel Friedman
Video Improvement Project	The Video Improvement Project focuses on enhancing the quality, organization, and accessibility of the Institute's extensive video library — covering hundreds of livestreams, educational sessions, and	Accessibility, Discoverability, Eduactive, Education, Media Improvement	Daniel Friedman

エコシステム

Ecosystem projects

Community-driven projects across the wider Active Inference ecosystem, drawn from the same canonical affiliation field. This table is independent of the Institute-hosted table above: its search, topic filter, and counts cover Ecosystem projects only.

37 projects

Active projects

17 projects

Active Ecosystem projects, from the public InstituteOS project registry.
Project	About	Topics	Lead & people
Active Inference Account of Belief Updating in PTSD	Develops a formal Active Inference account of belief updating in PTSD using predictive processing and free energy frameworks.	Active Inference, Belief Updating, Computational Psychiatry, Free Energy, Neuroscience	Jeremy Cooper
Anima	Exploring Active Inference in the context of current LLM-based AI interactions and policy-based behavior.	Active Inference, Ai Alignment, Ai Behavior, Cognitive Science, Large Language Models	Stell
Artificial Sentience	Exploring the conditions for and implications of sentience in artificial systems through an Active Inference lens.	Active Inference, Ai Research, Artificial Sentience, Consciousness, Free Energy Principle	Cleber Gomes
CogNarr Ecosystem	Facilitating group cognition at scale through cognitive narrative infrastructure.	Active Inference, Cognitive Architecture, Cognitive Scaffolding, Collaborative Systems, Collective Intelligence	John Boik
Cognitive Somatic Regulator	Active Inference modeling applied to somatic regulation, ethical threshold gating, and neuro-somatic dynamics.	Active Inference, Somatic Regulation, Affective Cognition, Cognitive Modeling	Colleen Pridemore
Coherence Density: Measuring Coordination in Complex Adaptive Systems	A measurement-focused framework evaluating internal coordination and stability in complex adaptive systems.	Active Inference, Complex Systems, Coordination, Measurement, Adaptive Systems	Travis James
cpomdp — Continuous Active Inference for Python	A tested, documented continuous-state Active Inference Python library with certifiable tolerances and reference implementations.	Active Inference, Python, Continuous State, Open Source, Reinference	Daniel Corva
Ed4All: Active Inference for Grounded Educational Knowledge Environments	An open, locally deployable, empirically evaluated framework for grounded educational agents that operate within explicit knowledge and evidentiary boundaries.	Eduactive	Matthew D Murphy
Energy Modeling Human Brain Metabolism	Applying Active Inference to model metabolic energy dynamics in the human brain.	Active Inference, Brain Metabolism, Computational Neurobiology, Energy Dynamics, Free Energy Principle	Tim Huggers
Geometric Inquiry Theory	Geometric Inquiry Theory develops a geometric framework for understanding inquiry as a structured dynamic process through Q-State Dynamics and the structural basis of inquiry as a coherent mathematica	Active Inference, Formal Methods, Geometric Foundations, Inquiry Theory, Mathematics	Bruce Tisler
Humanity's Story of an Uncertain Self	Ecosystem project developing a broad account of human self-knowledge as an inference problem through Active Inference and free energy.	Active Inference, Cognitive Science, Free Energy, Human Understanding, Narrative Theory	Shagor (Shaggy) Rahman
Improving RxInfer.jl Model Visualization	Developing visualization capabilities for RxInfer.jl probabilistic models.	Active Inference, Bayesian Inference, Graph Rendering, Julia, Probabilistic Models	Fraser Paterson
Model-Centric Cognition	Developing the Wave Hypothesis and model-centric approaches to cognition and knowledge representation.	Active Inference, Cognitive Science, Knowledge Representation, Model Centric Cognition, Reinference	Robert Worden
Numinia	Autonomous AI and educational adventure game grounded in Active Inference principles, where players and agents co-learn through play.	Active Inference, Ai Agents, Autonomous Agents, Eduactive, Educational Game	PabloFM
pymdp	Community Python library implementing Active Inference for POMDPs.	Active Inference, Markov Decision Process, Python, Generative Models, Computation	Conor Heins
Regime-Dependent Active Inference: Addiction & Recovery Dynamics	Extending Active Inference with regime-dependent generative models to represent dynamic progressions in addiction, relapse, and recovery.	Active Inference, Computational Psychiatry, Addiction, Generative Models, Hybrid Systems	Dr. Martin Bello
Symbolic Cognitive Robotics	Symbolic Cognitive Robotics is an Ecosystem project applying Active Inference to robotic systems that combine symbolic reasoning with embodied action.	Active Inference, Bayesian Reasoning, Cognitive Architecture, Embodied Cognition, Reinference	Jean-François Cloutier

Archived & completed projects

20 projects

Archived and completed Ecosystem projects, from the public InstituteOS project registry.
Project	About	Topics	Lead & people
Action Research on Collective Foraging	Action Research on Collective Foraging (Negotiation Affordances) applies Active Inference to collective foraging behavior — studying how groups form coalitions, negotiate opportunities, and sustain va	Active Inference, Behavioral Science, Collective Behavior, Eduactive, Foraging	Susan Hasty
Active Inference Agent for Modeling Human Translation	Modeling human translation processes using Active Inference agent architectures.	Active Inference, Agent Architectures, Cognitive Modeling, Computational Linguistics, Free Energy Framework	Michael Carl
Active Inference Cycle Book for Self-Knowing	A reflective book project applying Active Inference as a framework for self-knowledge and personal development.	Active Inference, Eduactive, Education, Personal Development, Practical Framework	Anna Pereira
Active Inference for Built Environments & CooperActive Systems	Apply Active Inference to designing, managing, and evolving built environments that prioritize the flourishing of all life, via distributed intelligence and digital twins.	Reinference	Ivan Metelkin
Clinical Waveform Data Based Agent	Active Inference systems for bedside clinical waveform monitoring applying the free energy framework to real-time EEG, ECG, and physiological signals.	Active Inference, Bedside Decision Support, Biomedical Engineering, Clinical Monitoring, Free Energy Framework	Franklin Ducatez
Creativity and Creators Under the Free Energy Principle	This Ecosystem project develops accounts of creativity and creative agents under the Free Energy Principle — examining how generative models and free energy minimization explain, predict, and enhance	Active Inference, Cognitive Science, Creative Agents, Creativity, Eduactive	Héctor Manrique Avel Guénin-Carlut, Ana Magdalena Hurtado, Dean Tickles
Digital Agents	Tuesday Discord sessions on digital agents and Active Inference.	Reinference	PabloFM Daniel Friedman
Froebel's System	Studying Friedrich Froebel's pedagogical system through Active Inference and integral studies.	Active Inference, Cohort Based Learning, Eduactive, Education, Integral Studies	Joanne Phillips
From Instrument to Intelligent Agent: Robotic Microscopy	Deploying Active Inference and AI to automate robotic microscopy and manage soil biology at scale.	Active Inference, Ai Agents, Autonomous Systems, Instrumentation, Microscopy	Craig Arnold
Fundamentals of Active Inference	Ecosystem project supporting the development and dissemination of the Fundamentals of Active Inference textbook — a comprehensive introduction to Active Inference principles, algorithms, and applicati	Active Inference, Eduactive, Education, Engineering, Expectation Maximisation	Daniel Friedman
Graphspeak / Blorbbe	Ecosystem project developing open-source tools for graph-based communication and knowledge representation.	Generative Models, Graph Based Communication, Graph Tools, Interoperable Notation, Knowledge Representation	Andrew Djuwidja Daniel Friedman
M-Theory as Function of Hyper Dimensional Prismatic Light Scattering (HDPLS-TARS)	HDPLS-TARS is a speculative Ecosystem project testing the limits of M-Theory through hyper-dimensional field interconnections and prismatic light scattering dynamics.	Active Inference, Hyper Dimensional Geometry, Information Geometry, M Theory, Mathematical Physics	David Hughes
MathArt Conversations	Exploring profound connections between mathematics and the arts through collaborative conversation.	Art, Art Science, Collaborative Dialogue, Creative Inquiry, Eduactive	Shanna Dobson Héctor Manrique, Daniel Friedman, Dean Tickles
Neurodivergent Learning Sessions	Active Inference learning resources and sessions tailored for neurodivergent participants, building curriculum and community structures for autistic, ADHD, and other neurodivergent learners.	Accessibility, Active Inference, Community Structures, Curriculum Development, Eduactive	Jesse G
Project Development for Solving the Tower of Babel Problem	Develops a framework for solving the Tower of Babel Problem through UniFysica Philo-sophia, a universal conceptual bridge for cross-domain knowledge communication and translation.	Active Inference, Conceptual Frameworks, Cross Domain Translation, Eduactive, Knowledge Communication	Ana Magdalena Hurtado Dean Tickles
Project Sweet (Sus) Dogg	Applies Active Inference principles to understanding and improving human-animal relationships through alignment and trust-building.	Active Inference, Animal Behavior, Cognitive Modeling, Ethology, Human Animal Alignment	Andrew Djuwidja
The Einstein Model of a Solid as a Model of the Mental Apparatus	Bridging psychoanalytic theory and Active Inference through the economic perspective of psychoanalytic theory.	Active Inference, Formal Bridges, Free Energy Principle, Neuroscience, Psychoanalysis	Theodoros Aliferis
The Three Mosqueteers	Science communication livestream making scientific information accessible to people without a scientific background.	Accessibility, Active Inference, Eduactive, Education, Livestream	Héctor Manrique Ana Magdalena Hurtado
The Universal Basic Income Experiment	Studies universal basic income through Active Inference modeling and simulation using token economics, policy simulation, and behavioral modeling.	Active Inference, Agent Based Modeling, Behavioral Modeling, Economic Policy, Policy Simulation	Die Schwarze Katze
The Unordinary Bible Study (TUBS)	Monthly sessions cross-referencing biblical verses with a focus on inter-faith and contemporary perspective dialogue, connecting active inference to process theology.	Eduactive	Jesse G

キーの表面

一目でわかるプロジェクト

AIアクティブリュートインスティチュート

AIアラインメントとケア実践に焦点を当てた、協調的なプロジェクト。

アクティブインファレンス

ブロックチェーン関連の文脈でアクティブインファレンスの例とツールを適用する。

アクティブインファント

前研究のコードと論文に関連する多エージェントモデリング作業。

Active InferAnts repositoryProjects

アクティブインファレンスジャーナル

出版志向の知識と研究チャンネル。

Active Inference Journal repositoryResearch

アクティブインファレンスオントロジー

分散型科学と知識共有のためのオントロジー研究

応用アクティブインファレンスシンポジウム

過去のイベントや講演者・スポンサーへの経路を紹介する定期的なシンポジウム。

認知物語

認知ナラティブエコシステムによる大規模グループ認知の促進。

コース

社会科学や物理学を含む公開教育活動

ファームワークス

土壌、農業、生態モデルに関する応用ミニプロジェクトの開発。

アクティブインファレンスの基礎

基本概念のための教科書と学習グループ経路。

Start repositoryLearning

一般化記法記号

モデルをコミュニケーションするためのテキストベースの記法プロジェクト。

Generalized Notation Notation repositoryProjects

ジオインファー

地理空間モデリングとアクティブインファレンス技術。

GEO-INFER repositoryProjects

知識工学

パブリックフロントエンド、文献メタ分析、および組織知識インフラ

GitHub organizationProjects

RxInfer.jl 学習グループ

RxInfer.jlの例とアプリケーションを中心とした学習と開発。

GitHub organizationProjects

理論神経生物学

理論神経生物学の会話とモデル開発のサポート。

{AI²C}

Active Inference Alliance コミュニティ — AI アライメント作業のためのAI対話プロジェクト、資金パイプライン、および共有インフラストラクチャを含むコングロマリズム。AICACPとは別プロジェクトです。

パーステイショナリティアーキテクチャ

人工代理者の視点、連携感、および社会的調和に関する計算構造を18カ月間開発するためのマッピング

アイデオロギーの基礎

政治的アイデオールジの形成、認知的な硬直、およびカテゴリー混同に対するフリーエネルギー原理に基づく説明

{Myth of Objectivity Hypothesis}

倫理と符号的思考の共進化を超越的なモデル選択を通じて説明するモデル。

科学のためのActive Entity Ontology (Act. Infer. Serve.)

{An active-inference ontology bridging institutional and decentralized science, from situated sensemaking to the epistemic commons.} を日本語に翻訳します。

AEOS repositoryRepository

スタート

モジュール化されたパイプラインによるプロフェッショナル分野の教育資料生成システム：Active Inferenceとフリーエネルギー原理。

Start (GitHub)Projects

pymdp

{open-soure}Python{package}「離散状態」ActiveInference{wide}研究コミュニティで広く使用されているオープンソースの{python}パッケージです。

Ed4All

オープンでローカルにデプロイ可能な知識の範囲内で具体的な知識を制限する教育的な代理人が動作するフレームワーク。

The Unordinary Bible Study (TUBS)

月に一度、Active Inferenceとプロセス神学を結びつける聖書 verse の Monthly セッション。

デジタルアгент

週間ディスコードセッション：デジタルエージェントの設計についてのActive Inferenceの視点から

Active Inference for Built Environments & Cooperative Active Systems

Active Inference、分散型知能およびデジタルツインを用いて建築環境の設計と管理に適用する。

パブリックリポジトリ

オープンソースプロジェクト登録簿

リポジトリの行は、公開言語、スター数、更新頻度、プロジェクトファミリー、ドキュメントリンクを保持します。

Public ActiveInferenceInstitute repositories and open-source project rows.
Repository	Family	Type	Language	Stars	Updated	Docs
ActiveInferenceJournal	Research and publications	Research/content repository	HTML	43	2026-05-25	Repository
ActiveBlockference	Open-source projects	Notebook repository	Jupyter Notebook	33	2026-05-27	Repository
ActiveInferAnts	Open-source projects	Code repository	Python	29	2026-05-18	Repository
GeneralizedNotationNotation	Open-source projects	Code repository	Pkl	24	2026-05-25	Repository
fundamentals	Learning and implementations	Code repository	Python	19	2026-06-05	Repository
cognitive	Open-source projects	Code repository	Python	18	2026-03-09	Repository
Active_Inference_Ontology	Research and publications	Project materials repository	Unspecified	14	2026-05-18	Repository
CEREBRUM	Research and publications	Code repository	Python	13	2026-06-09	Repository