E245 Small Language Models, Contextual Intelligence and AI Sovereignty with Guglielmo Iozzia

E245 Small Language Models, Contextual Intelligence and AI Sovereignty with Guglielmo Iozzia

Today's guest is Guglielmo Iozzia, Director, ML/AI and Applied Mathematics at MSD. In the ever-evolving domain of artificial intelligence, small language models pose a revolutionary alternative to the expansive and resource-intensive large-scale models. In this enlightening podcast episode, Guglielmo shares insights from his new book, "Domain-Specific Small Language Models: Efficient AI for Local Deployment,” as we dive deep into the advantages and challenges of small language models.

Topics include:

0:00 Optimising Small Language Models for Real-World Edge Applications

3:39 When Small Models Outperform Large Ones

6:16 Fine-Tuning AI with Domain-Specific Data

7:23 Why AI Benchmarks Don't Tell the Full Story

9:02 Lessons Learned After Writing the Book

10:52 Contextual Intelligence in Agentic AI Systems

12:23 How AI Books Are Written and Reviewed in PracticeLink to buy Guglielmo's latest book: https://www.amazon.com/Domain-Specific-Language-Models-Guglielmo-Iozzia/dp/1633436705

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