Published June 15, 2026
| Version 0.6.0
Journal article
Open
COGANT: Deterministic Codebase-to-GNN Translation
Description
COGANT (Codebase-to-GNN Translation) deterministically converts software repositories into structured Active Inference artifacts expressed in the Active Inference Institute's Generalized Notation Notation (GNN). It is an evidence compiler: it propagates reviewable program facts through a finite fixpoint rule pipeline and emits graph, matrix, provenance, visualization, and round-trip artifacts with confidence and provenance, rather than a single opaque embedding. A reverse synthesizer reconstructs a runnable Python package from an emitted GNN bundle, closing a forward-reverse-forward evaluation loop. This is the first public release (v0.6.0). Source: https://github.com/ActiveInferenceInstitute/COGANT
Files
COGANT-0.6.0.pdf
Additional details
Related works
- Is supplement to
- Software: https://github.com/ActiveInferenceInstitute/COGANT/releases/tag/v0.6.0 (URL)
- References
- Software: https://github.com/ActiveInferenceInstitute/COGANT (URL)