---
name: "ActiveInferenceLanguage"
description: "Use for Active Inference Language Model: A Fully Explicit Discrete Language System and a Gate-Audit Method, a paired GitHub and Zenodo publication with DOI 10.5281/zenodo.22409418."
tags: ["active-inference", "generalized-notation-notation", "gnn", "pymdp", "discrete-state-space", "language-model", "computational-linguistics", "hidden-markov-model"]
---

# Active Inference Language Model: A Fully Explicit Discrete Language System and a Gate-Audit Method

## Instructions

Use this skill when working with the publication **Active Inference Language Model: A Fully Explicit Discrete Language System and a Gate-Audit Method** or its paired release artifacts.

1. Ground citations in DOI `10.5281/zenodo.22409418`.
2. Treat the Zenodo record as the archival source and the GitHub release as the executable/source release.
3. Keep release tag `v1.0.0` and repository `ActiveInferenceInstitute/active_inference_language_model` linked when updating catalog surfaces.

## Key Concepts

- **active inference**
- **Generalized Notation Notation**
- **GNN**
- **pymdp**
- **discrete state space**
- **language model**
- **computational linguistics**
- **hidden Markov model**
- **gate audit**
- **reproducibility**

## Prerequisites

- Familiarity with the source repository and Zenodo record.
- Awareness that new versions may update both GitHub and Zenodo surfaces.

## Related

- [README.md](README.md)
- [Full Bibliography](../../pages/BIBLIOGRAPHY.md)