The Discovery Engine: AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes

This paper introduces the Discovery Engine, a framework designed to transform disconnected scientific literature into a unified, computable representation, addressing challenges of information overload and reproducibility in research. By distilling publications into structured knowledge artifacts and encoding them into a Conceptual Tensor, the framework enables AI-driven exploration and synthesis of scientific knowledge.