AII Ecosystem · Paper · 2025

The Active Inference Institute & Active Inference Ecosystem (v3, 2025 snapshot)

Active Inference Institute, Alex Vyatkin, Alexandra Mikhailova, Andrea Hiott, Andrew Pashea, Ben Elers, Bert Berkers, Bleu Knight, Chris Fields, Dan Whittet, Daniel Friedman, Déan Ticklẽs, Fraser Paterson, Gareth Stubbs, Holly Grimm, Jakub Smekal, Jeremy Cooper, John Boik, Libor Burian, Mahault Albarracin, Maria Luiza Iennaco, Matthew Brown, Mick Thacker, Peter Gilli, Rafael Kaufmann, RJ Cordes, Ryan Henry, Sandeep Ramesh, Scott David, Sebastian Alvarado, Zach Baker

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Overview

This document surveys the current state of The Active Inference Institute and The Active Inference Ecosystem , in the context of our current and future directions. As embodied agents, we aim to update our decisions, goals and predictions as an institute by actively gathering (sampling) insights (observations) from our members. As Heraclitus once said “No one ever steps in the same river twice. For it’s never the same river and it’s never the same person”. In the same way, the Institute evolves with each new member, accumulating a variety of perspectives to drive improvement.

Active Inference Instituteorganizational overviewresearch programseducational initiativescommunity

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Methods and contributions

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Findings and contributions

  • Describes the Institute as a registered Delaware non-profit supporting education, research and ecosystem services, and a 501(c)(3) as of 2024.
  • Reports that the Institute's Discord server, its primary discussion and meeting venue, has over 1000 people.
  • Reports that the Institute had released over 500 videos to date.
  • Reports that RxInfer.jl Learning Group meetings in 2024 included over 20 active contributors.
  • Frames the Institute's approach as embracing the benefits of an 'open' ecosystem rather than relying on a closed, laboratory-centric approach alone, which might have siloed Active Inference academically.

Methods

  • Collaboratively edited living Coda document (v3 snapshot) by a named author team — Snapshot of the Institute & Ecosystem living document, which authors edited with a full trace of edits; earlier versions date from 2023 and 2024.
  • Structure inherited from the 2023 paper and extended Sept-Nov 2024 — The document's sections derive from the 2023 paper and were expanded by contributors in late 2024.
  • Preparation and Measurement stages for project proposals and reporting — Describes how Institute projects are proposed and reported, with Measurement form updates feeding the monthly newsletter.

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Citation

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Active Inference Institute; Vyatkin, Alex; Mikhailova, Alexandra; Hiott, Andrea; Pashea, Andrew; Elers, Ben; Berkers, Bert; Knight, Bleu; Fields, Chris; Whittet, Dan; Friedman, Daniel; Ticklẽs, Déan; Paterson, Fraser; Stubbs, Gareth; Grimm, Holly; Smekal, Jakub; Cooper, Jeremy; Boik, John; Burian, Libor; Albarracin, Mahault; Iennaco, Maria Luiza; Brown, Matthew; Thacker, Mick; Gilli, Peter; Kaufmann, Rafael; Cordes, RJ; Henry, Ryan; Ramesh, Sandeep; David, Scott; Alvarado, Sebastian; Baker, Zach. 2025. The Active Inference Institute & Active Inference Ecosystem (v3, 2025 snapshot). Zenodo. DOI: 10.5281/zenodo.17982447. URL: https://doi.org/10.5281/zenodo.17982447.
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Catalog row24
Citation keyFriedman2025ActiveInferenceInstituteActive024
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