Title: Gyan: An Explainable Neuro-Symbolic Language Model

Source: http://arxiv.org/abs/2605.04759v1

Summary:

Gyan proposes a breakthrough non-transformer architecture that decouples language modeling from knowledge representation to eliminate hallucinations and drastically reduce compute requirements. It introduces a neuro-symbolic framework that mimics human compositional context, offering a more trustable and efficient foundational primitive for AI development.