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Open Source Map

Structured public tables for externally visible people, public repositories, research links, ideas, and ontology relationships across the Active Inference Institute ecosystem.

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8public people

37public repositories

30idea rows

16research links

33relationship rows

26organizations

57governance members

4publications

1policies

9programs

17citations

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سياسة الرابط العام

البيانات العامة الأولى الخارجية

تقدم هذه الجداول ملفات تعريف عامة على GitHub، ومستودعات عامة، وروابط بحث مؤكدة، وبيانات مفهوم عامة فقط. السجلات التشغيلية الداخلية والتفاصيل العاملة الخاصة مستبعدة.

الناس

صفوف ملفات تعريف جيثب العامة المرئية مع سياق مستودع عام.

People table

المستودعات

مستودعات معهد "Active Inference" العامة مع عائلة المشروع، النوع، اللغة، النجوم، وتاريخ التحديث.

Repository table

الأفكار

عقد المفاهيم، والمنهجيات، والأدوات، والقيم، والنشر من بيانات شجرة التكنولوجيا الآمنة للجمهور.

Ideas table

مفهومية

العلاقات الموجهة بين الأفكار العامة، والمنهجيات، والقيم، والأدوات، والتطبيقات.

Ontology table

البحث

روابط بحثية عامة موثوقة، وأوراق عمل، وإشارات مرجعية من سجل الموارد.

Research table

منظمات

المنظمات العامة في سجل الحوكمة - الهيئات الحاكمة، والوحدات الداخلية، والشركاء، ومقدمي التكنولوجيا.

Organizations table

الإدارة

أعضاء الحوكمة العامة بما في ذلك المجلس، والمسؤولون، والأدوار التنظيمية المسجلة.

Governance table

المنشورات

التواصل العام المعتمد بما في ذلك التقارير والإعلانات والنشرات الإخبارية.

Publications table

سياسات

سجل سياسات الحوكمة العامة مع تصنيف، ووضع، وإصدار، ووصف.

Policies table

برامج

Public participation, learning, research, and support pathways for contributors.

Programs table

Literature

Bibliographic records that ground the public Active Inference domain pages.

Literature table

Search Open Source Map Table

238 rows shown

الناس

8 صفوف من الأشخاص العامين

ملفات الميتا بيانات مستودع معهد "Active Inference" العام على GitHub مرئية في ملفات البروفيلات العامة على GitHub.

8 people shown

Public GitHub people visible in ActiveInferenceInstitute open-source metadata.
Public person	GitHub	Public basis	Visible repositories	Summary
Ana-Magdalena	@Ana-Magdalena	Public GitHub contributor	ActiveInferenceJournal	Public GitHub contributor visible on the ActiveInferenceJournal repository.
BazookamanPH	@BazookamanPH	Public GitHub contributor	ActiveInferenceJournal	Public GitHub contributor visible on the ActiveInferenceJournal repository.
Daniel Ari Friedman	@docxology	Public GitHub contributor	CEREBRUM, GeneralizedNotationNotation, GEO-INFER, institute_website	Public GitHub profile connected to multiple ActiveInferenceInstitute open-source repositories.
Holly Grimm	@hollygrimm	Public GitHub contributor	ActiveInferenceJournal	Public GitHub contributor visible on the ActiveInferenceJournal repository.
jeffschulman	@jeffschulman	Public GitHub contributor	ActiveInferenceJournal	Public GitHub contributor visible on the ActiveInferenceJournal repository.
mlflumic	@mlflumic	Public GitHub contributor	ActiveInferenceJournal	Public GitHub contributor visible on the ActiveInferenceJournal repository.
TheButtskie	@TheButtskie	Public GitHub contributor	ActiveInferenceJournal	Public GitHub contributor visible on the ActiveInferenceJournal repository.
turfus	@turfus	Public GitHub contributor	ActiveInferenceJournal	Public GitHub contributor visible on the ActiveInferenceJournal repository.

المستودعات

37 public repository rows

مشروع مفتوح المصدر يستند إلى مساحة GitHub العامة لمعهد الاستدلال النشط.

37 repositories shown

Public ActiveInferenceInstitute repositories and open-source project rows.
Repository	Family	Type	Language	Stars	Updated	Docs
ActiveInferenceJournal	Research and publications	Research/content repository	HTML	43	2026-05-25	Repository
ActiveBlockference	Open-source projects	Notebook repository	Jupyter Notebook	33	2026-05-27	Repository
ActiveInferAnts	Open-source projects	Code repository	Python	29	2026-05-18	Repository
GeneralizedNotationNotation	Open-source projects	Code repository	Pkl	24	2026-05-25	Repository
fundamentals	Learning and implementations	Code repository	Python	19	2026-06-05	Repository
cognitive	Open-source projects	Code repository	Python	18	2026-03-09	Repository
Active_Inference_Ontology	Research and publications	Project materials repository	Unspecified	14	2026-05-18	Repository
CEREBRUM	Research and publications	Code repository	Python	13	2026-06-09	Repository
Symposium	Open-source projects	Code repository	Python	12	2026-03-18	Open docs
GEO-INFER	Open-source projects	Documentation/site repository	HTML	11	2026-05-26	Repository
Journal-Utilities	Research and publications	Research/content repository	HTML	11	2026-02-21	Repository
ActiveInferenceCategoryTheory	Research and publications	Project materials repository	Unspecified	10	2025-02-03	Repository
courses	Learning and implementations	Documentation/site repository	HTML	10	2026-05-18	Repository
AEOS	Research and publications	Project materials repository	Unspecified	8	2025-05-27	Repository
Parr_et_al_2022_ActInf_Textbook	Learning and implementations	Code repository	Julia	6	2024-07-24	Repository
Research-Discovery-Engine	Research and publications	Documentation/site repository	HTML	6	2025-12-15	Repository
Biofirm	Open-source projects	Code repository	Python	5	2025-06-15	Repository
Knowledge-Engineering	Open-source projects	Notebook repository	Jupyter Notebook	5	2026-05-29	Repository
Start	Learning and implementations	Code repository	Python	5	2026-01-19	Open docs
act_inf_metaanalysis	Research and publications	Research/content repository	TeX	4	2026-05-04	Repository
fep_lean	Research and publications	Code repository	Python	3	2026-04-27	Repository
ActInf_RxInfer	Learning and implementations	Project materials repository	Unspecified	2	2025-04-03	Open docs
COGANT	Research and publications	Code repository	Python	2	2026-06-30	Repository
on_policy_distillation	Research and publications	Code repository	Python	2	2026-06-30	Repository
pymcp	Learning and implementations	Code repository	Python	2	2025-07-28	Repository
pymdp	Learning and implementations	Code repository	Python	2	2024-11-09	Repository
GEN24	Open-source projects	Notebook repository	Jupyter Notebook	1	2024-10-27	Repository
NoOrg	Open-source projects	Documentation/site repository	HTML	1	2026-01-31	Repository
policy_entanglement	Open-source projects	Code repository	Python	1	2026-05-30	Repository
ActiveInferenceImplementations	Learning and implementations	Notebook repository	Jupyter Notebook	0	2024-09-21	Repository
aii-org	Public web infrastructure	Documentation/site repository	HTML	0	2026-04-04	Repository
ants	Open-source projects	Project materials repository	Unspecified	0	2021-08-29	Repository
ATLAS	Open-source projects	Project materials repository	Unspecified	0	2024-08-21	Repository
Garden-of-Iris	Open-source projects	Project materials repository	Unspecified	0	2023-04-15	Repository
gen25	Open-source projects	Project materials repository	Unspecified	0	2025-03-14	Repository
institute_website	Public web infrastructure	Documentation/site repository	HTML	0	2026-06-09	Repository
ISSS	Open-source projects	Code repository	Python	0	2024-03-22	Repository

الأفكار

30 صفوف من الأفكار

استخراج المفاهيم، الأساليب، الأدوات، القيم والتطبيقات المكررة من مخطط المفاهيم الآمن للعامة.

30 ideas shown

Public ideas and methods from the Active Inference concept graph.
Idea	Type	Maturity	Summary	Tags	Tree
Action as Active Inference	Application	Established	Action as the process of changing the world to fulfill predictions, minimizing free energy by acting on the environment rather than updating beliefs.	action, embodied, motor	Active Inference
Learning as Model Update	Application	Established	Learning as the slow update of generative model parameters to minimize long-term free energy, encompassing synaptic plasticity and structure learning.	learning, model-update, plasticity	Active Inference
Perception as Inference	Application	Established	Perception understood as Bayesian inference — updating internal generative models to explain away prediction errors from sensory input.	inference, perception, sensory	Active Inference
Active Inference	Concept	Established	The process theory derived from the Free Energy Principle: agents act to fulfill predictions and minimize expected free energy through perception and action.	active-inference, process-theory	Active Inference
Allostasis	Concept	Advanced	Predictive homeostasis — anticipatory regulation that adjusts setpoints based on expected future demands rather than reacting to deviations.	anticipatory, predictive, regulation	Free Energy Principle
Autopoiesis	Concept	Established	Self-producing systems as defined by Maturana and Varela — living systems that continuously produce and maintain themselves.	maturana, self-production, varela	Free Energy Principle
Entropy	Concept	Established	A measure of uncertainty or disorder in a probability distribution, connecting information theory to thermodynamics.	disorder, entropy, uncertainty	Free Energy Principle
Expected Free Energy	Concept	Established	The objective function for policy selection in active inference, combining epistemic (information-seeking) and pragmatic (goal-seeking) drives.	efe, epistemic, policy-selection, pragmatic	Active Inference
Free Energy Principle	Concept	Established	Karl Friston's unifying theory proposing that all adaptive systems minimize variational free energy to maintain their structural and functional integrity.	fep, friston, variational	Active Inference
Free Energy Principle (Core)	Concept	Established	The core statement: any system that persists must minimize variational free energy, an upper bound on surprisal, through perception and action.	core, fep, variational	Free Energy Principle
Generative Models	Concept	Established	Probabilistic models specifying how observed data is generated from latent causes, central to both inference and learning under the FEP.	generative, latent, probabilistic	Active Inference
Homeostasis	Concept	Established	The maintenance of biological stability through regulatory feedback — keeping internal variables within viable bounds.	biological, regulation, stability	Free Energy Principle
Markov Blankets	Concept	Established	Statistical boundaries that separate internal states from external states, defining the interface through which a system interacts with its environment.	boundary, markov-blanket, pearl	Active Inference
Perception-Action Loop	Concept	Established	The bidirectional sensorimotor cycle through which agents continuously update beliefs (perception) and act on the world (action).	embodied, loop, sensorimotor	Free Energy Principle
Precision Weighting	Concept	Established	Attention as the optimization of precision (inverse variance) on prediction errors, modulating the influence of sensory vs. prior information.	attention, precision, prediction-error	Active Inference
Predictive Processing	Concept	Established	The brain as a prediction machine — Helmholtz, Clark, and Friston's framework where perception is hypothesis testing against sensory input.	clark, helmholtz, prediction	Active Inference
Self-Organization	Concept	Established	The emergence of order and structure without external direction, explained under FEP as free energy minimization at the system level.	complexity, emergence, order	Free Energy Principle
Surprise Minimization	Concept	Established	The principle that adaptive systems minimize surprisal (negative log-evidence) to maintain their existence within expected states.	log-evidence, surprisal, surprise	Free Energy Principle
Bayesian Inference	Method	Established	Inference via Bayes' theorem — updating prior beliefs with likelihoods from observed data to obtain posterior distributions.	bayes, posterior, prior	Free Energy Principle
Policy Selection	Method	Established	Action selection via minimization of expected free energy over candidate policies, balancing exploration and exploitation.	action, decision, policy	Active Inference
Variational Bayes	Method	Established	Approximate Bayesian inference via optimization of the evidence lower bound (ELBO), converting intractable integration into tractable optimization.	bayes, elbo, variational	Active Inference
Karl Friston	Person	Established	Originator of the Free Energy Principle and Active Inference framework; Professor at University College London.	friston, neuroscience, ucl	Active Inference
Consciousness Theories	Research Area	Emerging	Higher-order and global cognitive access theories of consciousness, explored through the lens of free energy minimization and self-modeling.	consciousness, global-access, higher-order	Free Energy Principle
Information Theory	Research Area	Established	Shannon entropy and mutual information — the mathematical foundations for quantifying uncertainty and information content.	entropy, information, shannon	Free Energy Principle
Statistical Mechanics	Research Area	Established	The thermodynamics of many-particle systems, providing the formalism for free energy, partition functions, and ensemble behavior.	boltzmann, gibbs, thermodynamics	Free Energy Principle
RxInfer.jl	Tool	Emerging	Julia-based reactive message passing library for scalable Bayesian inference and active inference agent design.	julia, message-passing, reactive	Active Inference
pymdp	Tool	Emerging	Python library for simulating active inference agents using partially observable Markov decision processes (POMDPs).	pomdp, python, simulation	Active Inference
Accessibility	Value	Established	Institute value: making Active Inference Institute research and education accessible to diverse global communities.	accessibility, institute, value	Active Inference
Real-World Applicability	Value	Established	Institute value: ensuring research translates into real-world applications that benefit individuals and communities.	applicability, institute, value	Active Inference
Scientific Rigor	Value	Established	Institute value: maintaining high standards of scientific rigor in all research and educational outputs.	institute, rigor, value	Active Inference

عرض الرسوم البيانية

العلاقات الوجودية كرسوم بيانية

تُظهر العلاقات نفسها في أونتوولوجيا العام للجمهور في الجدول أدناه، كرسوم بيانية تفاعلية لروابط العقد. اختر مفهومًا لإبراز ما يربطه به.

Jump to the ontology relationship table

مفهومية

33 علاقات صفوف

العلاقات الموجهة من شجرة تقنيات مبدأ الطاقة الحرة والاستدلال النشط.

33 relationships shown

Public ontology relationship table from the Active Inference concept graph.
Relationship	Tree	From	Relation	To	Maturity
Accessibility -> Active Inference	Active Inference	Accessibility	governs	Active Inference	Established -> Established
Active Inference -> Action as Active Inference	Active Inference	Active Inference	explains	Action as Active Inference	Established -> Established
Active Inference -> Expected Free Energy	Active Inference	Active Inference	includes	Expected Free Energy	Established -> Established
Active Inference -> Learning as Model Update	Active Inference	Active Inference	explains	Learning as Model Update	Established -> Established
Active Inference -> Perception as Inference	Active Inference	Active Inference	explains	Perception as Inference	Established -> Established
Active Inference -> Precision Weighting	Active Inference	Active Inference	includes	Precision Weighting	Established -> Established
Expected Free Energy -> Policy Selection	Active Inference	Expected Free Energy	enables	Policy Selection	Established -> Established
Free Energy Principle -> Active Inference	Active Inference	Free Energy Principle	grounds	Active Inference	Established -> Established
Free Energy Principle -> Generative Models	Active Inference	Free Energy Principle	requires	Generative Models	Established -> Established
Free Energy Principle -> Markov Blankets	Active Inference	Free Energy Principle	defines boundary via	Markov Blankets	Established -> Established
Free Energy Principle -> Variational Bayes	Active Inference	Free Energy Principle	implemented via	Variational Bayes	Established -> Established
Karl Friston -> Free Energy Principle	Active Inference	Karl Friston	originated	Free Energy Principle	Established -> Established
Markov Blankets -> Generative Models	Active Inference	Markov Blankets	prerequisite for	Generative Models	Established -> Established
Predictive Processing -> Free Energy Principle	Active Inference	Predictive Processing	extends	Free Energy Principle	Established -> Established
Real-World Applicability -> Action as Active Inference	Active Inference	Real-World Applicability	governs	Action as Active Inference	Established -> Established
Real-World Applicability -> Perception as Inference	Active Inference	Real-World Applicability	governs	Perception as Inference	Established -> Established
RxInfer.jl -> Active Inference	Active Inference	RxInfer.jl	implements	Active Inference	Emerging -> Established
Scientific Rigor -> Free Energy Principle	Active Inference	Scientific Rigor	governs	Free Energy Principle	Established -> Established
Variational Bayes -> Generative Models	Active Inference	Variational Bayes	prerequisite for	Generative Models	Established -> Established
pymdp -> Active Inference	Active Inference	pymdp	implements	Active Inference	Emerging -> Established
Allostasis -> Homeostasis	Free Energy Principle	Allostasis	extends	Homeostasis	Advanced -> Established
Autopoiesis -> Self-Organization	Free Energy Principle	Autopoiesis	related to	Self-Organization	Established -> Established
Bayesian Inference -> Entropy	Free Energy Principle	Bayesian Inference	prerequisite for	Entropy	Established -> Established
Bayesian Inference -> Free Energy Principle (Core)	Free Energy Principle	Bayesian Inference	implements	Free Energy Principle (Core)	Established -> Established
Entropy -> Surprise Minimization	Free Energy Principle	Entropy	prerequisite for	Surprise Minimization	Established -> Established
Free Energy Principle (Core) -> Consciousness Theories	Free Energy Principle	Free Energy Principle (Core)	applies to	Consciousness Theories	Established -> Emerging
Free Energy Principle (Core) -> Homeostasis	Free Energy Principle	Free Energy Principle (Core)	applies to	Homeostasis	Established -> Established
Free Energy Principle (Core) -> Self-Organization	Free Energy Principle	Free Energy Principle (Core)	explains	Self-Organization	Established -> Established
Information Theory -> Entropy	Free Energy Principle	Information Theory	defines	Entropy	Established -> Established
Information Theory -> Free Energy Principle (Core)	Free Energy Principle	Information Theory	foundations of	Free Energy Principle (Core)	Established -> Established
Perception-Action Loop -> Free Energy Principle (Core)	Free Energy Principle	Perception-Action Loop	core mechanism of	Free Energy Principle (Core)	Established -> Established
Statistical Mechanics -> Free Energy Principle (Core)	Free Energy Principle	Statistical Mechanics	foundations of	Free Energy Principle (Core)	Established -> Established
Surprise Minimization -> Free Energy Principle (Core)	Free Energy Principle	Surprise Minimization	instantiates	Free Energy Principle (Core)	Established -> Established

البحث

16 research and paper rows

تمت التحقق من أبحاث عامة، وورقات بحثية، وروابط مرجعية ظهرت من سجل الموارد.

16 research links shown

Verified public research, paper, and reference links.
Research link	Group	Audience	Summary	Tags
Ecosystem shortlink	Research	Researcher	Public ecosystem shortlink for Institute context, projects, activities, and conceptual maps.	research, ecosystem
Active Inference Journal repository	Research	Researcher	Research and publication-oriented repository for the Active Inference Journal.	research, journal
FEP and Active Inference papers repository	Research	Researcher	External paper repository surfaced from the official research page.	papers, research, fep
Ramstead et al. Bayesian Mechanics precis (arXiv)	Research	Researcher	Reachable arXiv reference surfaced from the official research page.	arxiv, research, active-inference
Active inference on discrete state-spaces: A synthesis (Da Costa et al., arXiv)	Research	Researcher	Reachable arXiv reference surfaced from the official research page.	arxiv, research, foundations
Zenodo research record 4021163	Research	Researcher	Reachable Zenodo research reference surfaced from the official research page.	zenodo, research
Zenodo research record 5573287	Research	Researcher	Reachable Zenodo research reference surfaced from the official research page.	zenodo, research
Zenodo research record 5759807	Research	Researcher	Reachable Zenodo research reference surfaced from the official research page.	zenodo, research
Zenodo research record 5797041	Research	Researcher	Reachable Zenodo research reference surfaced from the official research page.	zenodo, research
Zenodo research record 7377256	Research	Researcher	Reachable Zenodo research reference surfaced from the official research page.	zenodo, research
Zenodo research record 7443848	Research	Researcher	Reachable Zenodo research reference surfaced from the official research page.	zenodo, research
Zenodo research record 7449368	Research	Researcher	Reachable Zenodo research reference surfaced from the official research page.	zenodo, research
Zenodo research record 7484994	Research	Researcher	Reachable Zenodo research reference surfaced from the official research page.	zenodo, research
Zenodo research record 7803328	Research	Researcher	Reachable Zenodo research reference surfaced from the official research page.	zenodo, research
Zenodo research record 8164667	Research	Researcher	Reachable Zenodo research reference surfaced from the official research page.	zenodo, research
Zenodo research record 8266281	Research	Researcher	Reachable Zenodo research reference surfaced from the official research page.	zenodo, research

منظمات

26 organization rows

المنظمات العامة في سجل الحوكمة - الهيئات الحاكمة، والوحدات الداخلية، والشركاء، ومقدمي التكنولوجيا.

26 organizations shown

Public organizations in the Active Inference Institute governance registry.
Organization	Type	Description	Members
Active Inference Institute, Inc.	Internal Unit	The parent 501(c)(3) nonprofit organisation. Incorporated in Delaware, headquartered in California. Operates three progr	5
Administrative Unit	Internal Unit	Operational unit responsible for governance, finance, HR, IT infrastructure, and operational support across all Institut	5
AII Certificate Training Department	Internal Unit	Certificate Training Department — operates the Active Inference certificate programs (Theories 1–5 and field-specific tr	1
AII Consultancy Services Department	Internal Unit	Consultancy Services Department — recruits qualified Active Inference consultants (often drawn from certificate graduate	1
AII Membership Department	Internal Unit	Membership Department — manages the tiered membership program (Tier 1/2/3), member fees and perks, referral program, and	1
AII Publishing and Data Access Department	Internal Unit	Publishing and Data Access Department — publishes institutional outputs (journal, reports, books) and operates the datas	1
arXiv	Partner	Open-access preprint server (Cornell University) and a primary open-collaboration channel for Active Inference and Free	0
Beren Millidge — FEP / Active Inference Papers	Partner	Independent researcher who maintains a widely used public bibliography of Free Energy Principle and Active Inference pap	0
Bluesky	Technology	Decentralized social networking service on the open AT Protocol; supports portable identities and federated open collabo	0
Board of Directors	Governing Body	The governing body responsible for strategic oversight, fiduciary duties, and policy approval. Composed of elected membe	3
EduActive	Internal Unit	Educational programs unit — Active Inference curriculum, livestream series, Textbook Group, and community learning initi	1
EU Data Protection Authorities	Regulatory	European Union supervisory authorities enforcing GDPR. Applicable to the Institute's interactions with EU-based research	0
External Accreditation Organization	Standards Body	External standards body (TBD) that certifies the AII Certificate Programs. Placeholder entity referenced by the Strategy	0
First Principles First	Partner	Research collaborative working toward a science of mindful agents, societies, and observer languages; current Institute	0
GitHub	Technology	Primary platform for source code hosting, version control, CI/CD pipelines, and open-source collaboration. Hosts the Ins	0
Internal Revenue Service (IRS)	Regulatory	U.S. federal agency administering tax-exempt status under IRC §501(c)(3). The Institute files Form 990 annually and must	0
Lazy Dynamics	Partner	Led development of RxInfer-PRO and co-supervised the RxInfer/ReactiveBayes open-source community; partnered with the Ins	0
Numen Games	Partner	Game studio, began the Numinia effort in 2020; current Institute partner building a gamified organizational framework an	0
Obsidian	Technology	Markdown-based knowledge-management and publishing platform used to host public Active Inference knowledge bases; ecosys	0
Ollama	Technology	Local LLM inference platform used by the institute-docs pipeline for policy analysis, summarisation, sentiment analysis,	0
ReInference	Internal Unit	Research programs unit — Scientific Advisory Board-guided projects, Fellowship programs, and the Active Inference Journa	1
Scientific Advisory Board	Governing Body	Advisory body of domain experts providing guidance on research direction, scientific standards, and academic partnership	0
State of California	Regulatory	State of operations. California laws apply to employment, privacy (CCPA), consumer protection, and charitable registrati	0
State of Delaware	Regulatory	State of incorporation. The Institute is organised under Delaware nonprofit corporation law and must maintain a register	0
YouTube	Technology	Video hosting platform for the Institute's educational livestreams, recorded lectures, symposium presentations, and comm	0
Zenodo	Partner	Open-access research data and publication repository (CERN / OpenAIRE) providing DOIs and long-term archival; part of th	0

الإدارة

57 governance member rows

أعضاء الحوكمة العامة بما في ذلك المجلس، والمسؤولون، والأدوار التنظيمية المسجلة.

57 governance members shown

Public governance members in the Active Inference Institute registry.
Name	Title	Roles	Active
Adam Safron	Primary point of contact / IE project facilitator for AICACP	Scientific Advisor · Unit Member · Scientific Advisory Board	Yes
Adeel Razi		Scientific Advisor · Scientific Advisory Board	Yes
Alexander Ororbia		Scientific Advisor · Scientific Advisory Board	Yes
Alexander Sabine	Board Member	Board Member · Director · Board of Directors	No
Alexander Vyatkin	Vice President (2022-2024)	Board Member · Officer	No
Alexandra Mikhailova	Vice President & Secretary	Vice President · Secretary · Officer · Board Member	No
Ali Rahmjoo		Scientific Advisor · Scientific Advisory Board	Yes
Alianna Maren	Board Member	Board Member · Director	No
Ana Magdalena Hurtado	Board Member	Board Member · Director · Unit Member · Board of Directors	No
Andrew Pashea		Scientific Advisor · Scientific Advisory Board	Yes
Ann Stapleton	Board Member	Board Member · Director · Board of Directors	No
Anna Pereira		Unit Member · Fellow	Yes
Antonio Lucas-Alba		Scientific Advisor · Scientific Advisory Board	Yes
Arun Niranjan		Scientific Advisor · Scientific Advisory Board	Yes
Austin Cook	Board Member	Board Member · Director · Board of Directors	No
Avel Guénin-Carlut		Scientific Advisor · Scientific Advisory Board	Yes
Bradly Alicea		Scientific Advisor · Scientific Advisory Board	Yes
Candice Pattisapu		Scientific Advisor · Scientific Advisory Board	Yes
Chris Fields		Scientific Advisor · Scientific Advisory Board	Yes
Christo Kurisummoottil Thomas		Scientific Advisor · Scientific Advisory Board	Yes
Cory Slater		Scientific Advisor · Scientific Advisory Board	Yes
Daniel Friedman	President & Treasurer	President · Treasurer · Board Member · Officer · Member · Unit Member · Board of Directors	Yes
Dean Tickles	Board Member (2022-2024)	Board Member	No
Ed Ober	Board Member	Board Member · Director	No
Elliott Hauser		Scientific Advisor · Scientific Advisory Board	Yes
Ellynne Dec	Board Member	Board Member · Director · Board of Directors	No
Fraser Paterson	Primary point of contact / IE project facilitator for Improving RxInfer.jl's Model Visualization Capabilities	Unit Member	Yes
Haris Neophytou		Scientific Advisor · Scientific Advisory Board	Yes
Holly Grimm		Scientific Advisor · Scientific Advisory Board	Yes
Héctor Manrique		Scientific Advisor · Unit Member · Scientific Advisory Board	Yes
Ian Tennant		Scientific Advisor · Scientific Advisory Board	Yes
Ivan Metelkin	Primary point of contact / IE project facilitator for Active Inference for Built Environments & CooperActive Systems	Unit Member	Yes
Jana Lumi		Scientific Advisor · Scientific Advisory Board	Yes
Jean-François Cloutier	Primary point of contact / IE project facilitator for Symbolic cognitive robotics	Unit Member	Yes
Jeremy Cooper	Primary point of contact / IE project facilitator for Active Inference Account of Belief Updating in PTSD	Unit Member	Yes
Jesse G		Unit Member	Yes
Joel Dietz		Scientific Advisor · Scientific Advisory Board	Yes
John Boik	Primary point of contact / IE project facilitator for CogNarr Ecosystem: Facilitating Group Cognition at Scale	Unit Member · Fellow	Yes
John Clippinger	Scientific Advisory Board; Board Member (2022-2025)	Scientific Advisor · Scientific Advisory Board	Yes
Joshua Shane		Scientific Advisor · Scientific Advisory Board	Yes
Karl John Friston		Member · Scientific Advisor	Yes
Luca Possati		Scientific Advisor · Scientific Advisory Board	Yes
Matt Brown		Scientific Advisor · Scientific Advisory Board	Yes
Maxwell J D Ramstead		Scientific Advisor · Scientific Advisory Board	Yes
Michael Lennon		Scientific Advisor · Scientific Advisory Board	Yes
Mike Smith	Scientific Advisory Board; Board Member (2022-2025)	Scientific Advisor · Scientific Advisory Board	Yes
PabloFM		Unit Member	Yes
Rafael Kaufmann	Board Member (2022-2024)	Board Member	No
Robert Worden	Primary point of contact / IE project facilitator for Model-Centric cognition	Unit Member · Fellow	Yes
Scott David		Scientific Advisor · Scientific Advisory Board	Yes
Sebastian Alvarado		Scientific Advisor · Scientific Advisory Board	Yes
Shady El Damaty		Scientific Advisor · Scientific Advisory Board	Yes
Shagor (Shaggy) Rahman	Primary point of contact / IE project facilitator for Humanity's Story of an Uncertain Self	Unit Member	Yes
Theodoros Aliferis	Primary point of contact / IE project facilitator for The Einstein Model of a Solid as a Model of the Mental Apparatus from the Economic Perspective of Psychoanalytic Theory	Unit Member	Yes
Thomas Kehler		Scientific Advisor · Scientific Advisory Board	Yes
Virginia Bleu Knight	Board Member	Board Member · Director · Member	Yes
Vladimir Baulin	Board Member	Board Member · Director · Unit Member · Board of Directors	No

المنشورات

4 صفوف من النشر

التواصل العام المعتمد - التقارير والإعلانات والنشرات الإخبارية.

4 publications shown

Approved public communications from the Active Inference Institute.
Title	Type	Date	Author	Reference
Active Inference Institute — Weekly Update #10	Announcement	2026-03-04	Active Inference Institute	AII-WA-2026-W10
Active Inference Institute — March 2026 Newsletter	Newsletter	2026-03-01	Active Inference Institute	AII-NL-2026-03
Active Inference Institute — 2025 Annual Review	Report	2026-01-15	Active Inference Institute	AII-AR-2025
Active Inference Institute — 2026 Annual Preview & Strategic Plan	Report	2026-01-01	Active Inference Institute	AII-AP-2026

سياسات

1 governance policy rows

سجل سياسات الحوكمة العامة مع تصنيف، الوضع الحالي، الإصدار، والوصف.

1 policies shown

Public governance policy registry for the Active Inference Institute.
Policy	Category	Status	Version	Description	Tags
Bylaws of Active Inference Institute, Inc.	Governance Ethics	Accepted	1.0	Corporate bylaws adopted December 12, 2025, defining the governance structure of the Active Inference Institute — Member	foundational, legal, accepted

برامج

9 public program rows

Structured participation and support pathways derived from the Institute program registry.

9 programs shown

Public participation and support programs at the Active Inference Institute.
Program	Category	Status	Summary	Topics
Grants	Funding	Active	Sustainable funding program seeking grants to support research and ecosystem development.	ecosystem-sustainability, funding, grants, open-science, research-development, team-building
Philanthropy	Funding	Active	Tax-exempt donation program supporting the Active Inference Institute's mission and ecosystem work.	501c3, donations, funding, nonprofit, tax-exempt
Open Source	Open Source	Active	Institute's open source software ecosystem, repositories, and collaborative development under CC BY-NC-SA 4.0 licensing.	active-inference-ecosystem, cc-by-nc-sa-4.0, github, open-source, repositories, software
Ecosystem Support	Other	Active	Resources and participation opportunities for individuals and organizations through educational, infrastructural, and administrative service	community, education, funding, infrastructure, partnerships, professionalization
Fellows	Participation	Active	Unpaid fellowship program supporting exceptional researchers conducting self-directed Active Inference research with Institute support and c	active-inference, community, fellowship, mentorship, open-science, research
Internship	Participation	Active	Customized internship program combining active inference education, research participation, and mentorship with flexible duration.	active-inference, education, learning-groups, mentorship, research
Volunteer	Participation	Active	Community-driven open science volunteers contribute to Active Inference Institute projects across diverse domains and time commitments.	active-inference, community-driven, open-science, research-contribution, volunteer-work
Mentorship	Partnership	Active	One-on-one mentoring connecting interns with subject matter experts for co-learning.	co-learning, expertise-matching, interns, learning, mentorship, one-on-one
Partnership	Partnership	Active	Organizational partnership program fostering mutually beneficial collaborations with mission-aligned organizations to advance Active Inferen	active-inference, collaboration, education, open-source, organizational-partnerships, research-ecosystem

Literature

17 public citation rows

Bibliographic records used to ground the public Active Inference research-domain pages.

17 citations shown

Public bibliography records used by Active Inference research domain pages.
Work	Authors	Year	Venue	DOI
Active Digital Twins via Active Inference	Matteo Torzoni, Domenico Maisto, Andrea Manzoni, Francesco Donnarumma, Giovanni Pezzulo, Alberto Corigliano	2026	Engineering Applications of Artificial Intelligence	10.1016/j.engappai.2026.114519
Active Inference AI and the Spatial Web for Medicine: A New Paradigm for Medical Research, Treatment, and Education	Dan Mapes	2025	The Cancer Journal	10.1097/PPO.0000000000000798
An active inference strategy for prompting reliable responses from large language models in medical practice	Aida Brankovic, David Cook, Jessica Rahman, Alana Delaforce, Jane Li, Farah Magrabi, Federico Cabitza, Enrico Coiera, DanaKai Bradford	2025	npj Digital Medicine	10.1038/s41746-025-01516-2
Active Inference in Psychology and Psychiatry: Progress to Date?	Paul B. Badcock, Christopher G. Davey	2024	Entropy	10.3390/e26100833
On Bayesian Mechanics: A Physics of and by Beliefs	Maxwell J. D. Ramstead, Karl J. Friston, Axel Constant, Lancelot Da Costa, Casper Hesp, Beren Millidge, Alexander Tschantz	2023	arXiv	Open source
Active inference, morphogenesis, and computational psychiatry	Léo Pio-Lopez, Franz Kuchling, Angela Tung, Giovanni Pezzulo, Michael Levin	2022	Frontiers in Computational Neuroscience	10.3389/fncom.2022.988977
Active Inference: The Free Energy Principle in Mind, Brain, and Behavior	Thomas Parr, Giovanni Pezzulo, Karl J. Friston	2022	MIT Press	Open source
From Broken Models to Treatment Selection: Active Inference as a Tool to Guide Clinical Research and Practice	Lukas Kirchner, Anna-Lena Eckert, Max Berg	2022	Clinical Psychology in Europe	10.32872/cpe.9697
Active Inferants: An Active Inference Framework for Ant Colony Behavior	Daniel Ari Friedman, Alec Tschantz, Maxwell J. D. Ramstead, Karl J. Friston, Axel Constant	2021	Frontiers in Behavioral Neuroscience	10.3389/fnbeh.2021.647732
Active Inference in Robotics and Artificial Agents: Survey and Challenges	Pablo Lanillos, Cristian Meo, Corrado Pezzato, et al.	2021	arXiv	10.48550/arXiv.2112.01871
Computational Models of Interoception and Body Regulation	Frederike H. Petzschner, Sarah N. Garfinkel, Martin P. Paulus, Christof Koch, Sahib S. Khalsa	2021	Trends in Neurosciences	10.1016/j.tins.2020.09.012
Active inference on discrete state-spaces: A synthesis	Lancelot Da Costa, Thomas Parr, Noor Sajid, Sebastijan Veselic, Victorita Neacsu, Karl J. Friston	2020	Journal of Mathematical Psychology	10.1016/j.jmp.2020.102447
An Active Inference Approach to Interoceptive Psychopathology	Martin P. Paulus, Justin S. Feinstein, Sahib S. Khalsa	2019	Annual Review of Clinical Psychology	10.1146/annurev-clinpsy-050718-095617
Active Inference, homeostatic regulation and adaptive behavioural control	Giovanni Pezzulo, Francesco Rigoli, Karl J. Friston	2017	Progress in Neurobiology	10.1016/j.pneurobio.2017.08.001
The free energy principle for action and perception: A mathematical review	Christopher L. Buckley, Chang Sub Kim, Simon McGregor, Anil K. Seth	2017	Journal of Mathematical Psychology	10.1016/j.jmp.2017.09.004
Active inference and robot control: a case study	Léo Pio-Lopez, Ange Nizard, Karl J. Friston, Giovanni Pezzulo	2016	Journal of the Royal Society Interface	10.1098/rsif.2016.0616
The free-energy principle: a unified brain theory?	Karl J. Friston	2010	Nature Reviews Neuroscience	10.1038/nrn2787

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البيانات العامة الأولى الخارجية

الناس

المستودعات

الأفكار

مفهومية

البحث

منظمات

الإدارة

المنشورات

سياسات

برامج

Literature

8 صفوف من الأشخاص العامين

37 public repository rows

30 صفوف من الأفكار

العلاقات الوجودية كرسوم بيانية

33 علاقات صفوف

16 research and paper rows

26 organization rows

57 governance member rows

4 صفوف من النشر

1 governance policy rows

9 public program rows

17 public citation rows

استمر في التصفح عبر الموقع العام

حول

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