[Submitted on 14 Oct 2025 (v1), last revised 16 Oct 2025 (this version, v3)]

Tensor Logic: A Proposed Unified Language for Neural-Symbolic AI

This paper proposes "tensor logic" as a new programming language for AI that unifies neural and symbolic AI at a fundamental level. It argues that current approaches are inadequate: Python libraries like PyTorch and TensorFlow lack support for automated reasoning and knowledge acquisition, while traditional AI languages like LISP and Prolog lack scalability