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Retrieval Augmented Generation: Why It Matters for AI

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Manage episode 513476904 series 3527661
Content provided by HCL Software. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by HCL Software or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

In this episode of Ideaverse, host Mark Durham takes a closer look at Retrieval Augmented Generation (RAG), a powerful data strategy reshaping how large language models operate.

Mark explains the key challenges RAG addresses—like knowledge cutoffs and hallucinations—and why data optimization is central to building accurate, reliable AI systems. From legal briefs to healthcare decisions, he explores why trustworthy outputs depend on more than model size alone.

A concise, practical guide to understanding RAG and its role in making AI fit for real-world use.

  continue reading

29 episodes

Artwork
iconShare
 
Manage episode 513476904 series 3527661
Content provided by HCL Software. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by HCL Software or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://podcastplayer.com/legal.

In this episode of Ideaverse, host Mark Durham takes a closer look at Retrieval Augmented Generation (RAG), a powerful data strategy reshaping how large language models operate.

Mark explains the key challenges RAG addresses—like knowledge cutoffs and hallucinations—and why data optimization is central to building accurate, reliable AI systems. From legal briefs to healthcare decisions, he explores why trustworthy outputs depend on more than model size alone.

A concise, practical guide to understanding RAG and its role in making AI fit for real-world use.

  continue reading

29 episodes

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