Your LLM issues are really data issues

The Stack Overflow Podcast

Ryan welcomes Harsha Chintalapani, co-founder and CTO at Collate and co-creator of Open Metadata, to the show to discuss why AI and LLMs struggle with real-time, structured production data. They explore how schema changes, inconsistent definitions (like “customer”), and weak governance can break both your analytics and MLs, and what companies can do to get their data AI-ready, from metadata management to observability. 

Episode Notes: 

Collate is a semantic intelligence platform built on a semantic metadata graph for discovery, governance, and AI observability across your data ecosystem.

Connect with Harsha on LinkedIn

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The podcast:

The Stack Overflow Podcast is a weekly conversation about working in software development, learning to code, and the art and culture of computer programming. Hosted by Sara Chipps, Paul Ford, and Ben Popper, the series will feature questions from our community, interviews with fascinating guests, and humorous takes on what’s happening in tech.

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