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Строители, исследователи, администраторы, партнёры и вкладчики, ищущие конкретную работу.

Проекты

Институт и экосистемные проекты превращают Активное выводы в общедоступные артефакты, инструменты, исследования, образование и прикладную практику.

Лучшие следующие шаги

Путь проектов

Начните с самых важных публичных ссылок на этой странице, затем продолжите изучение связанных ресурсов и каталогов.

Проекты преобразуют общие идеи в репозитории, научные результаты, инфраструктуру обучения, медиа, мероприятия и прикладную работу.

Цикл проекта

Проекты готовятся на основе предложений и измеряются с помощью обновлений из экосистемы "Активного вывода". Все проекты Института и Экосистемы имеют специальные страницы с стабильными URL-адресами для ссылки, обмена и постоянного взаимодействия.

Активное обучение — проекты института

EduActive проводит образовательные проекты Института: Группа учебников, Онтология активного вывода, Журнал активного вывода, Разработка учебных курсов, Аудиовизуальное производство, Симпозиум прикладного активного вывода, Сезонная школа, Курс физики, Активный вывод для социальных наук и Проект улучшения видео.

Модуль «Реинференс» — проекты Института

ReInference проводит исследовательские проекты Института: Active Blockference, AICACP, Симпозиум Применительной Активной Инференции, Моделирование Когнитивных Агентов, FarmWorks, Общий Нотационный Язык, GEO-INFER, Графический Интерфейс, Инженерия Знаний, Active InferAnts, RxInfer.jl и Группа Теоретической Нейробиологии.

Экосистемные проекты

Экосистемные проекты — это инициативы, основанные сообществом, охватывающие вычислительную нейробиологию, искусственный интеллект, экологию, образование, творчество, философию и прикладные области. У каждого проекта есть отдельная страница с стабильным URL-адресом.

Full catalog

Browse all 61 public projects

Every Institute and Ecosystem project with a public page, generated directly from the InstituteOS project registry export. Active projects lead; archived and completed work follows below. Search by name, topic, or lead, or narrow by topic.

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
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
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
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
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
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
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
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
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
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
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
Active CogNarr Ecosystem

Facilitating group cognition at scale through cognitive narrative infrastructure.

Active Inference, Cognitive Architecture, Cognitive Scaffolding, Collaborative Systems Lead: 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
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
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
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
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
Active GEO-INFER

Geospatial modeling using Active Inference and spatial data analysis techniques.

Active Inference, Agent Systems, Bayesian Methods, Bioregional Modeling Lead: 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
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
Active Improving RxInfer.jl Model Visualization

Developing visualization capabilities for RxInfer.jl probabilistic models.

Active Inference, Bayesian Inference, Graph Rendering, Julia Lead: Fraser Paterson
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
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
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
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
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
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
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
Active pymdp

Community Python library implementing Active Inference for POMDPs.

Active Inference, Markov Decision Process, Python, Generative Models Lead: 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
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
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
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
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
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
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
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
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
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

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
Archived Active Blockference

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

Active Inference, Agent Behavior, Blockchain, Cadcad Lead: 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
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
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
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
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
Archived Cognitive Agent Modeling

Developing minimal cognitive agent models using Active Inference principles.

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

Tuesday Discord sessions on digital agents and Active Inference.

Reinference Lead: PabloFM
Archived FarmWorks

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

Active Inference, Agents, Agriculture, Applied Research Lead: Vladimir Baulin
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
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
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
Archived Graphical Interface

A graphical interface project for Active Inference modeling and visualization.

Active Inference, Graphical Interface, Interactive Tools, Modeling Lead: 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
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
Archived MathArt Conversations

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

Art, Art Science, Collaborative Dialogue, Creative Inquiry Lead: Shanna Dobson
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
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
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
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
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

Ключевые поверхности

Проекты на первый взгляд

АИАКП

Проект, ориентированный на коалиционное сотрудничество в области выравнивания ИИ и практик заботы.

Активное выводение заключений

Применяет примеры и инструменты активного вывода в контекстах, смежных с блокчейном.

Активные инферанты

Работа по моделированию многопользовательских систем, связанная с предыдущим кодом и публикациями.

Онтология активного вывода

Работа над онтологией для децентрализованной науки и эпистемического общего пространства.

Симпозиум «Применимая активная инферация

Повторяющийся симпозиум с предыдущими событиями и путями презентаторов или спонсоров.

КогНарр

Экосистема когнитивных повествований для содействия групповой когнитивной деятельности в масштабах.

Курсы

Публичная образовательная деятельность, включая направления курсов социальных наук и физики.

Фермворкс

Разработка прикладных мини-проектов в области почвы, сельского хозяйства и экологической моделирования.

Основы активного вывода

Путь учебника и группового обучения для основных концепций.

Геоинфер

Моделирование геопространственных данных и методы активного вывода.

Инженерия знаний

Публичный фронтенд, мета-анализ литературы и организационная инфраструктура знаний.

Группа обучения RxInfer.jl

Обучение и развитие на основе примеров и приложений RxInfer.jl.

Теоретическая нейробиология

Поддержка обсуждений и разработки моделей в теоретической нейробиологии.

AI²C

The Active Inference Alignment Coalition — a coalition, funding pipeline, and shared infrastructure for AI alignment work. A separate project from AICACP.

Perspective Architectures

An 18-month roadmap developing computational architectures of perspective, coherence, and social attunement in artificial agents.

The Foundations of Ideology

A Free Energy Principle account of political ideology formation, cognitive rigidity, and category conflation.

Myth of Objectivity Hypothesis

A model of the co-evolution of morality and symbolic thought via transcendental model selection.

Active Entity Ontology for Science (AEOS)

An active-inference ontology bridging institutional and decentralized science, from situated sensemaking to the epistemic commons.

START

A modular pipeline generating professional-domain educational materials on Active Inference and the Free Energy Principle.

pymdp

An open-source Python package for discrete-state Active Inference, widely used across the research community.

Ed4All

An open, locally deployable framework for grounded educational agents operating within explicit knowledge boundaries.

The Unordinary Bible Study (TUBS)

Monthly sessions cross-referencing biblical verses with Active Inference and process theology.

Digital Agents

Weekly Discord sessions on digital agent design through an Active Inference lens.

Active Inference for Built Environments & CooperActive Systems

Applying Active Inference, distributed intelligence, and digital twins to designing and managing built environments.

Публичные репозитории

Регистр открытых проектов

Репозитории сохраняют публичный язык, количество звезд, актуальность обновлений, семейство проектов и ссылки на документацию.

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

Связанные ресурсы

Публичные ссылки для этой страницы

Внешние ссылки разрешаются из общего реестра, поэтому ориентированные на посетителей назначения остаются централизованными и проверяемыми.

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

Официальные страницы

Официальные поверхности Института

Репозитории

Связанные открытые репозитории

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