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Construants, chercheurs, mainteneurs, partenaires et contributeurs à la recherche de travaux concrets.
L'institut et les projets écosystémiques transforment l'inférence active en artefacts publics, outils, recherches, éducation et pratique appliquée.
Les projets transforment les idées partagées en dépôts, résultats de recherche, infrastructures d'apprentissage, médias, événements et travaux appliqués.
Les projets sont préparés via des propositions et mesurés grâce à des mises à jour provenant de l'écosystème Active Inference. Tous les projets de l'Institut et de l'Écosystème disposent de pages dédiées avec des URL stables pour référence, partage et engagement continu.
EduActive héberge des projets institutionnels axés sur l'éducation : le Groupe Manuels Scolaires, l'Ontologie de l'Inférence Active, le Journal d'Inférence Active, le Développement de Cours Éducatifs, la Production Audio-Visuelle, le Symposium d'Application de l'Inférence Active, l'École Saisonnière, le Cours de Physique, l'Inférence Active pour les Sciences Sociales et le Projet d'Amélioration Vidéo.
ReInference héberge des projets d'instituts axés sur la recherche : Active Blockference, AICACP, Symposium sur l'Application de l'Inférence Active, Modélisation de l'Agent Cognitif, FarmWorks, Notation Généralisée, GEO-INFER, Interface Graphique, Ingénierie du Savoir, Active InferAnts, RxInfer.jl, et le Groupe de Neurobiologie Théorique.
Les projets d'écosystèmes sont des initiatives communautaires interdisciplinaires couvrant la neurosciences computationnelles, l'intelligence artificielle, l'écologie, l'éducation, la créativité, la philosophie et les domaines appliqués. Chaque projet dispose d'une page dédiée avec une URL stable.
Catalogue complet
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
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
| 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 |
No active institute-hosted projects match your search.
| 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 |
No archived or completed institute-hosted projects match your search.
Écosystème
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
| 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 |
No active ecosystem projects match your search.
| 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 |
No archived or completed ecosystem projects match your search.
Surfaces clés
Un projet orienté vers la coalition autour de l'alignement de l'IA et des pratiques de soins.
Applique des exemples et des outils d'Inférence Active dans des contextes adjacents à la blockchain.
Travail de modélisation multi-agents lié au code et aux articles précédents.
Un canal de connaissances et de recherche orienté vers la publication.
Travail ontologique pour la science décentralisée et le commun épistémique.
Un symposium récurrent avec des événements antérieurs et des parcours de présentateurs ou de sponsors.
Travail écosystémique de la narration cognitive pour faciliter la cognition collective à grande échelle.
Travail éducatif public, y compris les orientations de cours en sciences sociales et en physique.
Développement de projets mini-appliqués autour du sol, de l'agriculture et de la modélisation écologique.
Un parcours de manuel et de groupe d'étude pour les concepts fondamentaux.
Un projet de notation basée sur du texte pour communiquer des modèles.
Modélisation géospatiale et techniques d'inférence active
Interface publique, analyse méta-littéraire et infrastructure de connaissances organisationnelles.
Apprentissage et développement autour des exemples et applications de RxInfer.jl.
Soutien aux discussions et au développement de modèles en neurobiologie théorique.
La coalition d'alignement de l'inférence active — une coalition, un canal de financement et des infrastructures partagées pour le travail d'alignement de l'IA. Un projet distinct de AICACP.
Un calendrier de 18 mois pour développer des architectures computationnelles de perspective, de cohérence et d'attunement social chez les agents artificiels.
Un compte de la théorie de l'énergie libre sur la formation des idéologies politiques, la rigidité cognitive et la confusion des catégories.
Un modèle de l'évolution concomitante de la morale et du raisonnement symbolique via une sélection de modèles transcendantale.
Une ontologie d'inférence active reliant la science institutionnelle et décentralisée, de la compréhension située au domaine épistémique commun.
Un pipeline modulaire générant des supports pédagogiques de qualité professionnelle sur l'Inférence Active et le Principe d'Énergie Libre.
Un paquet Python open source pour l'Active Inference à état discret, largement utilisé au sein de la communauté de recherche.
Un cadre ouvert et déployable localement pour des agents éducatifs fondés opérant dans des limites de connaissances explicites.
Sessions mensuelles croisant les références bibliques avec l'Active Inference et la théologie du processus.
Séances Discord hebdomadaires sur la conception d'agents numériques à travers une lentille d'Inférence Active.
Appliquer l’inférence active, l'intelligence distribuée et les jumeaux numériques pour concevoir et gérer les environnements construits.
Répositoires publics
Les lignes du dépôt préservent la langue publique, les étoiles, la récence des mises à jour, la famille de projet et les liens de documentation.
| 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 |
Ressources associées
Audience: Learner
Learning repository for getting started with Active Inference materials and pathways.
Audience: Developer
Public GitHub organization for Institute repositories and open-source work.
Audience: Developer
Project repository for multiagent Active Inference modeling work.
Audience: Developer
Generalized Notation Notation project repository for model communication.
Audience: Developer
Geospatial modeling repository connected to ecological and bioregional applications.
Audience: Researcher
Research and publication-oriented repository for the Active Inference Journal.
Pages officielles
Audience: Contributor
Public projects shortlink for project directories and activity-linked work.
Audience: Contributor
Public project measurement shortlink for reporting progress and outputs.
Audience: Researcher
Public Active Inference Ontology shortlink for shared conceptual infrastructure.
Audience: Contributor
Public Project Preparation shortlink for making proposed work legible and actionable.
Audience: Developer
Public RxInfer learning-group shortlink for implementation-oriented Active Inference work.
Audience: Researcher
Public Wave Hypothesis shortlink.
Répositoires
Audience: Developer
Notebook-based applied Active Inference work connected to blockchain-adjacent and generative modeling examples.
Audience: Developer
Python models and materials for ant-inspired multiagent Active Inference.
Audience: Developer
Public ants repository in the ActiveInferenceInstitute GitHub namespace.
Audience: Developer
ATLAS
Audience: Developer
Public Biofirm repository in the ActiveInferenceInstitute GitHub namespace.
Audience: Developer
Python codebase for cognitive and Active Inference-oriented modeling work.
Audience: Developer
GEN-24 project repository for active inference and Active Blockference exploration.
Audience: Developer
Public gen25 repository in the ActiveInferenceInstitute GitHub namespace.
Audience: Developer
Generalized Notation Notation project for text-based model specification and communication.
Audience: Developer
Geospatial Active Inference and ecological/bioregional modeling work.
Audience: Developer
Knowledge engineering notebooks and infrastructure for public Institute projects.
Audience: Developer
NoOrg is a Real Org
Audience: Developer
Policy Entanglement in Active Inference v1.0.0
Audience: Developer
Public repository supporting Applied Active Inference Symposium materials and workflows.