项目 | Active Inference Institute

项目将共享想法转化为仓库、研究成果、学习基础设施、媒体、活动和应用工作。

项目生命周期

项目通过提案准备，通过活跃推断生态系统更新进行衡量。所有研究所和生态系统项目都有专属页面，具有稳定的URL，供参考、分享和持续参与使用。

Project Preparation shortlinkProjects Weekly updatesCommunity

教育活跃单元 — 研究所项目

EduActive 主办以教育为重点的研究所项目：文本书小组、主动推断本体论、主动推断期刊、教育课程开发、音频视觉制作、应用主动推断研讨会、季节学校、物理课程、社会科学中的主动推断以及视频改进项目。

EduActive Unit Textbook Group Symposium Active Inference Ontology Seasonal School

重新推断单元 — 研究所项目

ReInference 主办了多个以研究为重点的研究所项目：Active Blockference、AICACP、Applied Active Inference Symposium、认知代理建模、FarmWorks、一般化符号表示法、GEO-INFER、图形界面、知识工程、Active InferAnts、RxInfer.jl 和理论神经生物学组。

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

生态系统项目

生态系统项目是社区驱动的倡议，横跨计算神经科学、人工智能、生态学、教育、创造力、哲学以及应用领域。每个项目都有一个专属页面，并拥有稳定的URL链接。

GitHub organizationProjects Ecosystem shortlinkResearch CogNarr Geometric Inquiry Theory

最佳下一步行动

Where to go next

Prepare a projectProjects Browse repositoriesProjects 过滤资源全球目录教育活跃单元反推单元

全目录

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

生态系统

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

关键表面

一目了然的项目

人工智能与认知科学研究院

一个围绕人工智能对齐和护理实践的联盟项目。

主动推断

在区块链相关背景下应用主动推断的例子和工具。

活跃的推断者

多代理建模工作与先前的代码和论文相连接。

Active InferAnts repositoryProjects

积极推断期刊

一个以出版为导向的知识和研究渠道。

Active Inference Journal repositoryResearch

主动推断本体

为去中心化科学和知识共享构建本体。

应用主动推断研讨会

一个定期举办的同声会，之前活动和演讲者或赞助商路径。

认知叙事

认知叙事生态系统工作，促进大规模群体认知。

课程

公共教育工作，包括社会科学和物理课程方向。

农场工作

围绕土壤、农业和生态建模开发应用小型项目。

主动推断基础

核心概念的教科书和学习小组路径。

Start repositoryLearning

一般化记号系统

一个基于文本的符号系统项目，用于交流模型。

Generalized Notation Notation repositoryProjects

地理推断

地理空间建模和主动推断技术。

GEO-INFER repositoryProjects

知识工程

公共前端、文献元分析和组织知识基础设施。

GitHub organizationProjects

RxInfer.jl 学习小组

学习和发展围绕RxInfer.jl示例和应用。

GitHub organizationProjects

神经生物学理论

支持理论神经生物学对话和模型开发。

AI²C

Active Inference Alignment Coalition — 一个用于AI对齐工作的基金管道和共享基础设施的联盟。AICACP之外的另一个项目。

视角架构

一个18个月的路线图，开发人工代理的视角、一致性和社会共鸣的计算架构。

《意识形态的基础》

自由能量原则框架下的政治意识形态形成、认知僵化和类别混淆的解释

{Myth of Objectivity 假说}

道德和符号思考的共进化通过超越模型选择的模型

{Active Entity Ontology for Science (AEOS)}的实体科学（Act. Infer. Serve.）

{An active-inference ontology 桥接机构和去中心化科学的活跃推理ontology，从情境性意义建构到知识公域}

AEOS repositoryRepository

開始

{AII}模块化管道生成关于{Active Inference}和自由能原则的专业领域教育材料。

Start (GitHub)Projects

pymdp

一个用于离散状态主动推理的开源Python包，广泛应用于研究社区。

Ed4All

一个开放的、可本地部署的基础教育代理框架，其操作受显式知识边界限制。

《非同寻常的圣经研究》（TUBS）

每月圣经 verse 与 Active Inference 和进程神学的对照会 session。

数字代理

每周通过Active Inference视角进行数字代理设计的Discord session。

主动推理在构建环境及合作活动系统中的应用

将Active Inference，分布式智能和数字双胞胎应用于设计和管理建筑环境

公共仓库

开源项目注册表

仓库行保存了公开语言、星标数量、更新频率、项目家族和文档链接。

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