We just released a public proof-of-concept under the name Ilion Framework.

It is a semantic filtering and alignment layer designed to prioritize coherence with truth, not just surface similarity.

The model uses sentence embeddings + cosine similarity + anchored filtering logic — tuned for discernment, not mimicry.

This is a response to the growing concern that LLMs imitate patterns without truly aligning to semantic integrity.

The project includes: – Code: https://github.com/Athonitul/Ilion-CoEmergence/blob/main/ili... – Public DOI: Zenodo record – Background concept: Co-emergent Identity Layer

We're open to feedback, peer review, and further collaboration. Let us move toward AI systems that respect meaning, not just form.