From Tokens to Vectors: The Substrate of AI episode artwork

EPISODE · Mar 12, 2026 · 53 MIN

From Tokens to Vectors: The Substrate of AI

from DM Radio

Join this episode of DM Radio as host Eric Kavanagh speaks with Pinecone CEO Ash Ashutosh about the technical foundation behind modern AI systems. Explore how large language models convert text, images, and other data into vectors - mathematical representations that enable machines to understand meaning and relationships. Find out more about the role of vector databases and Retrieval-Augmented Generation (RAG) in grounding AI with enterprise data to produce more accurate, trustworthy results.  Tune in to learn how tokens, vectors, and semantic data structures are shaping the next generation of AI applications.

Episode metadata supplied by the publisher feed · Published Mar 12, 2026

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From Tokens to Vectors: The Substrate of AI

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