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项目

研究所和生态系统项目将主动推断转化为公共成果、工具、研究、教育和应用实践。

最佳下一步行动

项目路径

从本页最高信号的公开链接开始,然后继续浏览相关资源和目录视图。

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。

全目录

浏览所有61个公开项目

{n}个生态项目的所有公开页面都直接生成自InstituteOS项目注册表的导出。活跃项目在上;已完成但未发布的项目排下。按名称、主题或负责人搜索,或者按主题缩小范围。

Active projects

39 projects
Active 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 Lead: Daniel Friedman People: Daniel Friedman
Active 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 Lead: Jeremy Cooper People: Jeremy Cooper
Active 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 Lead: Anna Pereira People: Anna Pereira
Active Active Inference Journal

A community publication and knowledge channel for Active Inference research and discussion.

Academic Publishing, Active Inference, Collaborative Editing, Community Lead: Alexander Vyatkin People: Alexander Vyatkin, Holly Grimm
Active 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 Lead: Daniel Friedman People: Daniel Friedman
Active AI²C: Active Inference Alignment Coalition

Multi-institution initiative building a research coalition, funding pipeline, and shared infrastructure for AI alignment, governance, and embodied experimentati

Ai Alignment, Active Inference, Multi Agent Systems, Governance Frameworks People: Mahault Albarracin
Active AICACP

A coalition-oriented project at the intersection of AI capabilities and care practices.

Active Inference, Agency, Ai Alignment, Ai Capabilities Lead: Adam Safron People: Adam Safron
Active 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 Lead: Stell People: Stell
Active 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

Active Inference, Ai, Artificial Intelligence, Collaborative Sessions Lead: Daniel Friedman People: Daniel Friedman
Active 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 Lead: Cleber Gomes People: Cleber Gomes
Active Audio-Visual Production

Audio-Visual Production is a sustained Institute project responsible for planning, recording, and publishing the Institute's livestreams, podcasts, video events

Audio Visual Production, Eduactive, Educational Content, Livestreams Lead: Daniel Friedman People: Daniel Friedman
Active CogNarr Ecosystem

Facilitating group cognition at scale through cognitive narrative infrastructure.

Active Inference, Cognitive Architecture, Cognitive Scaffolding, Collaborative Systems Lead: John Boik People: John Boik
Active 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 min

Active Inference, Cognitive Science, Creative Agents, Creativity Lead: Héctor Manrique People: Héctor Manrique, Avel Guénin-Carlut, Ana Magdalena Hurtado
Active 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 Lead: Matthew D Murphy People: Matthew D Murphy
Active Educational Course Development

Educational Course Development is a sustained Institute project producing structured courses in Active Inference and related topics, maintaining an Obsidian rep

Active Inference, Course Development, Curriculum, Eduactive Lead: Daniel Friedman People: Daniel Friedman
Active 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 Lead: Tim Huggers People: Tim Huggers
Active 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-r

Active Inference, Cognitive Modeling, Formal Modeling, Generative Models Lead: Daniel Friedman People: Daniel Friedman
Active GEO-INFER

Geospatial modeling using Active Inference and spatial data analysis techniques.

Active Inference, Agent Systems, Bayesian Methods, Bioregional Modeling Lead: Daniel Friedman People: Daniel Friedman
Active 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 ba

Active Inference, Formal Methods, Geometric Foundations, Inquiry Theory Lead: Bruce Tisler People: Bruce Tisler
Active 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 Lead: Shagor (Shaggy) Rahman People: Shagor (Shaggy) Rahman
Active Improving RxInfer.jl Model Visualization

Developing visualization capabilities for RxInfer.jl probabilistic models.

Active Inference, Bayesian Inference, Graph Rendering, Julia Lead: Fraser Paterson People: Fraser Paterson, Chris Bennett
Active Knowledge Engineering

Knowledge Engineering develops and maintains the public knowledge infrastructure for the Active Inference Institute, including the public frontend, literature m

Active Inference, Annotation, Free Energy Principle, Information Science Lead: Virginia Bleu Knight People: Virginia Bleu Knight, Daniel Friedman
Active 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 Lead: Robert Worden People: Robert Worden
Active 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 artifici

Active Inference, Artificial Intelligence, Morality, Symbolic Cognition Lead: Shagor (Shaggy) Rahman People: Shagor (Shaggy) Rahman
Active Neurodivergent Learning Sessions

Active Inference learning resources and sessions tailored for neurodivergent participants, building curriculum and community structures for autistic, ADHD, and

Accessibility, Active Inference, Community Structures, Curriculum Development Lead: Jesse G People: Jesse G
Active 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 Lead: PabloFM People: PabloFM
Active 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 People: Hongju Pae
Active 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 communicati

Active Inference, Conceptual Frameworks, Cross Domain Translation, Eduactive Lead: Ana Magdalena Hurtado People: Ana Magdalena Hurtado, Dean Tickles
Active pymdp

Community Python library implementing Active Inference for POMDPs.

Active Inference, Markov Decision Process, Python, Generative Models Lead: Conor Heins People: Conor Heins
Active 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 Lead: Daniel Friedman People: Daniel Friedman
Active 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 Lead: Daniel Friedman People: Daniel Friedman
Active Start

Scalable, Tailored Active Inference Research & Training — modular pipeline generating multilingual educational materials on Active Inference and the Free Energy

Active Inference, Education, Curriculum, Multilingual Lead: Daniel Friedman People: Daniel Friedman
Active 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 Lead: Jean-François Cloutier People: Jean-François Cloutier
Active 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 20

Active Inference, Cohort Learning, Collaborative Learning, Eduactive Lead: Daniel Friedman People: Daniel Friedman
Active 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 People: Alexander Hemming, Dylan Grove
Active The Three Mosqueteers

Science communication livestream making scientific information accessible to people without a scientific background.

Accessibility, Active Inference, Eduactive, Education Lead: Héctor Manrique People: Héctor Manrique, Ana Magdalena Hurtado
Active 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 the

Eduactive Lead: Jesse G People: Jesse G
Active Theoretical Neurobiology Group

The Theoretical Neurobiology Group (TNB) supports theoretical work connecting Active Inference to neurobiology with regular meetings and discussions for mathema

Active Inference, Cognitive Science, Computational Modeling, Consciousness Lead: Daniel Friedman People: Daniel Friedman
Active 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 Lead: Robert Worden People: Robert Worden

Archived & completed projects

22 projects
Archived Action Research on Collective Foraging

Action Research on Collective Foraging (Negotiation Affordances) applies Active Inference to collective foraging behavior — studying how groups form coalitions,

Active Inference, Behavioral Science, Collective Behavior, Eduactive Lead: Susan Hasty People: Susan Hasty
Archived Active Blockference

Active Inference examples and tools for decentralized and blockchain-adjacent systems

Active Inference, Agent Behavior, Blockchain, Cadcad Lead: Daniel Friedman People: Daniel Friedman
Archived Active InferAnts

Multiagent modeling of collective behavior using Active Inference, with connections to ant colony research.

Active Inference, Ant Colonies, Ant Colony, Behavioral Simulation Lead: Daniel Friedman People: Daniel Friedman
Archived Active Inference Agent for Modeling Human Translation

Modeling human translation processes using Active Inference agent architectures.

Active Inference, Agent Architectures, Cognitive Modeling, Computational Linguistics Lead: Michael Carl People: Michael Carl
Archived 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 dig

Reinference Lead: Ivan Metelkin People: Ivan Metelkin
Archived Active Inference for Social Sciences

Develops courses, curricula, research, and writing connecting Active Inference to social sciences disciplines.

Active Inference, Curriculum, Eduactive, Education Lead: Avel Guénin-Carlut People: Avel Guénin-Carlut, Daniel Friedman, Ben White
Archived 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 Lead: Franklin Ducatez People: Franklin Ducatez
Archived Cognitive Agent Modeling

Developing minimal cognitive agent models using Active Inference principles.

Active Inference, Agent Modeling, Cognitive Modeling, Computational Neuroscience Lead: Daniel Friedman People: Daniel Friedman
Archived Digital Agents

Tuesday Discord sessions on digital agents and Active Inference.

Reinference Lead: PabloFM People: PabloFM, Daniel Friedman
Archived FarmWorks

FarmWorks develops miniature Active Inference models and applications for agricultural and ecological contexts.

Active Inference, Agents, Agriculture, Applied Research Lead: Vladimir Baulin People: Vladimir Baulin, Andrew Pashea
Archived Froebel's System

Studying Friedrich Froebel's pedagogical system through Active Inference and integral studies.

Active Inference, Cohort Based Learning, Eduactive, Education Lead: Joanne Phillips People: Joanne Phillips
Archived 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 Lead: Craig Arnold People: Craig Arnold
Archived Fundamentals of Active Inference

Ecosystem project supporting the development and dissemination of the Fundamentals of Active Inference textbook — a comprehensive introduction to Active Inferen

Active Inference, Eduactive, Education, Engineering Lead: Daniel Friedman People: Daniel Friedman
Archived Graphical Interface

A graphical interface project for Active Inference modeling and visualization.

Active Inference, Graphical Interface, Interactive Tools, Modeling Lead: Daniel Friedman People: Daniel Friedman
Archived Graphspeak / Blorbbe

Ecosystem project developing open-source tools for graph-based communication and knowledge representation.

Generative Models, Graph Based Communication, Graph Tools, Interoperable Notation Lead: Andrew Djuwidja People: Andrew Djuwidja, Daniel Friedman
Archived 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 dyn

Active Inference, Hyper Dimensional Geometry, Information Geometry, M Theory Lead: David Hughes People: David Hughes
Archived MathArt Conversations

Exploring profound connections between mathematics and the arts through collaborative conversation.

Art, Art Science, Collaborative Dialogue, Creative Inquiry Lead: Shanna Dobson People: Shanna Dobson, Héctor Manrique, Daniel Friedman
Archived Physics Course

A course connecting physics, thermodynamics, and the theoretical foundations of Active Inference.

Active Inference, Eduactive, Education, Free Energy Principle Lead: Daniel Friedman People: Daniel Friedman
Archived 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 Lead: Andrew Djuwidja People: Andrew Djuwidja
Archived 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 Lead: Theodoros Aliferis People: Theodoros Aliferis
Archived 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 Lead: Die Schwarze Katze People: Die Schwarze Katze
Archived Video Improvement Project

The Video Improvement Project focuses on enhancing the quality, organization, and accessibility of the Institute's extensive video library — covering hundreds o

Accessibility, Discoverability, Eduactive, Education Lead: Daniel Friedman People: Daniel Friedman

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。

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。

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}

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。

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.
RepositoryFamilyTypeLanguageStarsUpdatedDocs
ActiveInferenceJournalResearch and publicationsResearch/content repositoryHTML432026-05-25Repository
ActiveBlockferenceOpen-source projectsNotebook repositoryJupyter Notebook332026-05-27Repository
ActiveInferAntsOpen-source projectsCode repositoryPython292026-05-18Repository
GeneralizedNotationNotationOpen-source projectsCode repositoryPkl242026-05-25Repository
fundamentalsLearning and implementationsCode repositoryPython192026-06-05Repository
cognitiveOpen-source projectsCode repositoryPython182026-03-09Repository
Active_Inference_OntologyResearch and publicationsProject materials repositoryUnspecified142026-05-18Repository
CEREBRUMResearch and publicationsCode repositoryPython132026-06-09Repository

相关资源

此页的公共链接

外部链接从共享注册表解析,这样面向访问者的目的地保持集中和可检查。

Repository / Projects

GitHub organization

Audience: Developer

Public GitHub organization for Institute repositories and open-source work.

projectsgithub-org
Repository / Projects

GEO-INFER repository

Audience: Developer

Geospatial modeling repository connected to ecological and bioregional applications.

projectsgeo-infer

官方页面

官方机构表面

仓库

相关开源仓库

Repository / Research

act_inf_metaanalysis

Audience: Researcher

Computational meta-analysis of Active Inference literature with nanopublication and knowledge-graph outputs.

TeX / 4 stars / updated 2026-05-04

researchknowledgetex
Repository / Research

Active_Inference_Ontology

Audience: Researcher

Ontology-oriented repository for shared Active Inference concepts and decentralized science knowledge infrastructure.

Unspecified / 14 stars / updated 2026-05-18

researchknowledgeunclassified
Repository / Projects

ActiveBlockference

Audience: Developer

Notebook-based applied Active Inference work connected to blockchain-adjacent and generative modeling examples.

Jupyter Notebook / 33 stars / updated 2026-05-27

projectrepositoryjupyter-notebook
Repository / Projects

ActiveInferAnts

Audience: Developer

Python models and materials for ant-inspired multiagent Active Inference.

Python / 29 stars / updated 2026-05-18

projectrepositorypython
Repository / Research

AEOS

Audience: Researcher

Active Entity Ontology for Science

Unspecified / 8 stars / updated 2025-05-27

researchknowledgeunclassified
Repository / Projects

ants

Audience: Developer

Public ants repository in the ActiveInferenceInstitute GitHub namespace.

Unspecified / 0 stars / updated 2021-08-29

projectrepositoryunclassified
Repository / Projects

ATLAS

Audience: Developer

ATLAS

Unspecified / 0 stars / updated 2024-08-21

repositoryunclassified
Repository / Projects

Biofirm

Audience: Developer

Public Biofirm repository in the ActiveInferenceInstitute GitHub namespace.

Python / 5 stars / updated 2025-06-15

projectrepositorypython
Repository / Research

CEREBRUM

Audience: Researcher

Case-enabled Bayesian reasoning engine for unified modeling and cognitive representations.

Python / 13 stars / updated 2026-06-09

researchknowledgepython
Repository / Research

COGANT

Audience: Researcher

Codebase-to-GNN translation research package with an accompanying manuscript.

Python / 2 stars / updated 2026-06-30

researchknowledgepython
Repository / Projects

cognitive

Audience: Developer

Python codebase for cognitive and Active Inference-oriented modeling work.

Python / 18 stars / updated 2026-03-09

repositorypython
Repository / Research

fep_lean

Audience: Researcher

Public fep_lean repository in the ActiveInferenceInstitute GitHub namespace.

Python / 3 stars / updated 2026-04-27

researchknowledgepython