Wolfram's Foundation Tool supplements LLM foundation models with deep computation and precise knowledge. CAG (computation-augmented generation) underlies multiple access methods.

Stephen Wolfram, a renowned computer scientist and the creator of Mathematica and Wolfram|Alpha, shares his thoughts, research findings, and explorations into computational science, artificial intelligence, and the future of technology on his blog. With a deep understanding of mathematics, computation, and physics, Wolfram offers unique perspectives on topics ranging from computational thinking and algorithmic discovery to the philosophy of science and the impact of technology on society. Developers and researchers can gain insights from Wolfram's interdisciplinary approach to solving complex problems and pushing the boundaries of computation.

Stephen Wolfram Writings

Stephen Wolfram announces the Wolfram Foundation Tool, a suite of products designed to supplement LLM foundation models with precise computation and deep knowledge via Wolfram Language. The core concept is computation-augmented generation (CAG), an extension of RAG that generates computational content on the fly rather than retrieving static documents. Three access methods are launched: an MCP Service for MCP-compatible LLM systems, an Agent One API acting as a drop-in universal agent combining an LLM with Wolfram capabilities, and CAG Component APIs for fine-grained custom integration at any scale.

Making Wolfram Tech Available as a Foundation Tool for LLM Systems

The Tech to Use Our Foundation Tool Is Here