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Projekte

Institut- und Ökosystemprojekte wandeln Active Inference in öffentliche Artefakte, Werkzeuge, Forschung, Bildung und angewandte Praxis um.

Projekte wandeln gemeinsam entwickelte Ideen in Repositorien, Forschungsergebnisse, Lerninfrastruktur, Medien, Veranstaltungen und angewandte Arbeiten um.

Projektlebenszyklus

Projekte werden durch Vorschläge vorbereitet und durch Updates aus dem Active Inference-Ökosystem gemessen. Alle Institut- und Ökosystemprojekte verfügen über dedizierte Seiten mit stabilen URLs für Referenz, Teilen und kontinuierliche Beteiligung.

EduActive-Einheit — Institutsprojekte

EduActive beherbergt Institutsprojekte mit Fokus auf Bildung: die Lehrmittelgruppe, Ontologie der Aktiven Inferenz, Journal für Aktive Inferenz, Entwicklung pädagogischer Kurse, Audio-Visuelle Produktion, Angewandte Symposien zur Aktiven Inferenz, Jahreskurs, Physikkurs, Aktive Inferenz für Sozialwissenschaften und das Projekt zur Verbesserung von Videos.

Vollständige Kataloge

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

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.
ProjectAboutTopicsLead & 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.
ProjectAboutTopicsLead & 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

Ökosystem

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.
ProjectAboutTopicsLead & 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.
ProjectAboutTopicsLead & 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

Schlüsselflächen

Projekte auf einen Blick

AI-Kapsel-Institut für aktive Inferenz und künstliche Intelligenz

Ein kooperativ ausgerichtetes Projekt rund um die Ausrichtung und Pflege von KI-Systemen.

Aktive Inferenz

Anwendet Active Inference-Beispiele und -Werkzeuge in blockchain-nahen Kontexten.

Aktive Inferenz Ontologie

Ontologiearbeit für dezentrale Wissenschaft und epistemisches Gemeinwohl.

Anwendungsorientiertes Symposion für Aktive Inferenz

Ein wiederkehrendes Symposium mit vorherigen Veranstaltungen und Pfaden für Referenten oder Sponsoren.

Kognative Erzählung

Kognitives Narrativ-Ökosystemarbeit zur Förderung der Gruppenkognition in großem Maßstab.

Kurse

Öffentliche Bildungsarbeit, einschließlich sozialwissenschaftlicher und physikalischer Kursleitungen.

FarmWorks

Entwicklung von angewandten Mini-Projekten im Bereich Boden, Landwirtschaft und ökologisches Modellieren.

Wissensingenieurwesen

Öffentliche Frontend-Schnittstelle, Literatur-Meta-Analyse und Organisationswissen-Infrastruktur.

Theoretische Neurowissenschaft

Unterstützung für Gespräche und Modellentwicklung in der theoretischen Neurobiologie.

KI²C

Die Active Inference Alignment Koalition – eine Koalition, eine Förderpipeline und eine gemeinsame Infrastruktur für KI-Ausrichtungsarbeit. Ein separates Projekt von AICACP.

Perspektivarchitekturen

Ein 18-Monats-Roadmap zur Entwicklung von Rechenarchitekturen für Perspektive, Kohärenz und soziale Anpassungsfähigkeit in künstlichen Agenten.

Die Grundlagen der Ideologie

Eine Erklärung des Prinzips der freien Energie für die Entstehung politischer Ideologien, kognitive Starrheit und Kategorienverschmelzung.

Mythos der Objektivitätshypothese

Ein Modell der Co-Evolution von Moral und Symbolischem Denken durch transzendale Modellauswahl.

Aktive Entitäts-Ontologie für die Wissenschaft (AEOS)

Eine aktive-Inferenz-Ontologie, die institutionelle und dezentrale Wissenschaft miteinander verbindet, von der situativen Sinngebung bis zum epistemischen Gemeingut.

BEGINN

Ein modulärer Workflow zur Erstellung von hochwertigen Lernmaterialien zum Thema Active Inference und dem Free Energy Prinzip.

pymdp

Eine Open-Source-Python-Bibliothek für diskrete Zustands-Active-Inference, die in der Forschungsgemeinschaft weit verbreitet ist.

EduActive

Ein offenes, lokal einsetzbares Framework für fundierte Lernagenten, die innerhalb expliziter Wissensgrenzen operieren.

Das Außergewöhnliche Bibelstudium (TBS)

Monatliche Sitzungen zur Verknüpfung biblischer Verse mit Active Inference und Prozesstheologie.

Digitale Agenten

Wöchentliche Discord-Sitzungen zum Thema Gestaltung digitaler Agenten durch die Linse der „Active Inference“.

Aktive Inferenz für gefertigte Umgebungen & CooperAktive Systeme

Anwenden von Active Inference, verteilter Intelligenz und digitalen Zwillingen zur Gestaltung und Verwaltung von bebauten Umgebungen.

Öffentliche Repositorien

Offen-Quelle-Projekt-Registrierung

Repositories bewahren öffentliche Sprache, Sterne, Aktualitätsreihenfolge, Projektfamilie und Dokumentationslinks.

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

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Geospatial modeling repository connected to ecological and bioregional applications.

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

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