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Leaders in Retrieval Augmentation | Rob Ferguson | Microsoft | RetrieveX 2024
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00:00 Rob's Background and Introduction
02:49 The Evolution of AI and Custom Copilots
04:48 Challenges and Opportunities with Gen AI
08:49 Gen AI Operations: Model Adaptation and Optimization
12:34 Real-World Examples from Leading Startups and Enterprises
17:13 Conclusion and Final Thoughts
Startups are leading the charge in adopting and operationalizing large language models. As the Head of AI for Microsoft for Startups and former CTO, Rob Ferguson has worked with hundreds of top startup founders in Retrieval-Augmented Generation (RAG) to uncover future directions in AI development and what comes after the RAG of today. This talk will explore how the best startups are building AI right now, the changing landscape of LLM operations, and what lies beyond RAG. We’ll dive into insights from industry leaders and examine the next wave of AI innovation, offering a glimpse into the future of AI technologies and their transformative potential for the startup ecosystem, so you can stay ahead of the curve.
02:49 The Evolution of AI and Custom Copilots
04:48 Challenges and Opportunities with Gen AI
08:49 Gen AI Operations: Model Adaptation and Optimization
12:34 Real-World Examples from Leading Startups and Enterprises
17:13 Conclusion and Final Thoughts
Startups are leading the charge in adopting and operationalizing large language models. As the Head of AI for Microsoft for Startups and former CTO, Rob Ferguson has worked with hundreds of top startup founders in Retrieval-Augmented Generation (RAG) to uncover future directions in AI development and what comes after the RAG of today. This talk will explore how the best startups are building AI right now, the changing landscape of LLM operations, and what lies beyond RAG. We’ll dive into insights from industry leaders and examine the next wave of AI innovation, offering a glimpse into the future of AI technologies and their transformative potential for the startup ecosystem, so you can stay ahead of the curve.