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.
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.