# 🧠 Increasing the Accessibility and Applicability of Active Inference

**Daniel A. Friedman, Active Inference Institute** (2025) · *Zenodo*

[![DOI](https://img.shields.io/badge/DOI-10.5281%2Fzenodo.15061667-blue)](https://doi.org/10.5281/zenodo.15061667)

---
<!-- Schema.org structured data for search engines -->
<!--
{"@context":"https://schema.org","@type":"ScholarlyArticle","headline":"AccessibilityActiveInference","abstract":"A Letter of Intent submitted to Dana Frontiers proposing to increase the accessibility and applicability of Active Inference through Generative Playbooks and Open-Source Summer School Curriculum Development. The proposal identifies technical, academic, linguistic, and cultural barriers to disseminating high-quality Active Inference materials and cognitive modeling practices, and proposes open-source educational resources to address these gaps at different education levels.","keywords":["accessibility","Active Inference","pedagogy","summer school curriculum","Generative Playbooks","open-source education","neurotechnology","neurodiversity","cognitive security"],"author":{"@type":"Person","name":"Daniel Ari Friedman","url":"https://danielarifriedman.com/"}}
-->


## Abstract

> This paper outlines initiatives by the Active Inference Institute to enhance the accessibility and applicability of Active Inference through the development of generative playbooks and an open-source Summer School curriculum. The goal is to empower diverse communities to engage with cognitive modeling and foster collaborative learning.

## Keywords

`accessibility` · `Active Inference` · `pedagogy` · `summer school curriculum` · `Generative Playbooks` · `open-source education` · `neurotechnology` · `neurodiversity` · `cognitive security`

## Key Contributions

- Creation of generative playbooks for open-source cognitive modeling.
- Development of an open-source curriculum for a Summer School in Active Inference.
- Integration of community perspectives into educational materials.
- Promotion of accessibility in cognitive modeling for diverse audiences.

## Methods

- Co-creation of playbooks with community members through working groups.
- Utilization of generative AI for multilingual and multimedia educational materials.
- Design of a Summer School curriculum incorporating multiple disciplinary perspectives.
- Feedback loops with advisory boards and participants for iterative improvement.

## 🎯 Consulting & Tutoring

**Available for AI Research Consulting and Tutoring.** [Contact Daniel Ari Friedman, PhD](https://danielarifriedman.com/) for collaboration on Active Inference, Bayesian modeling, and computational biology.

## Citation

```bibtex
@article{2025_AccessibilityActiveInference,
  author = {Daniel A. Friedman, Active Inference Institute},
  title = {{Increasing the Accessibility and Applicability of Active Inference}},
  journal = {Zenodo},
  year = {2025},
  doi = {10.5281/zenodo.15061667},
}
```

## File Inventory

- `AGENTS.md` (1,821 bytes)
- `2025_AccessibilityActiveInference.pdf` (127,944 bytes)
- `README.md` (1,394 bytes)
- `SKILL.md` (1,696 bytes)
