All Things AI: Exploring Large Language Models with Manav Gupta, VP & CTO of IBM Canada
Jan 8, 2025
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Join Manav Gupta, VP and CTO of IBM Canada with 25 years in tech, as he dives into the world of large language models. He discusses the evolution of AI models, the key differences between open and closed models, and their practical implications for businesses. Gupta also reveals insights on innovations like Instruct Lab and the importance of trust in model selection. He emphasizes hands-on learning in tech and highlights the ethical challenges and accountability in autonomous AI. A thought-provoking conversation for anyone interested in the future of AI!
Engagement and authentic energy are vital in client communication, fostering trust and enhancing professional interactions.
The rise of agentic AI and the Model Context Protocol is reshaping user preferences towards customized AI agents over traditional models.
Deep dives
Energy and Engagement in Client Interactions
The podcast emphasizes the crucial role of energy and engagement when communicating with clients. Authentic energy cannot be faked, and it is essential for fostering trust and a positive atmosphere. Participants discuss how high energy can influence the dynamics of a conversation, especially in professional settings. This realization sets the stage for the importance of preparation and enthusiasm before client interactions.
Innovative Teaching Methods in AI
An initiative is shared about using Excel to teach university students critical AI concepts such as embeddings and transformer architecture. This approach is aimed at simplifying complex topics while providing hands-on experience for students and professionals alike. The host expresses a personal commitment to continuous learning and adaptation in the fast-paced world of AI. This innovative method could serve as a model for educators seeking to demystify advanced technologies.
The Future of Agentic AI and Model Context Protocol
The discussion delves into the rising significance of agentic AI and how the Model Context Protocol (MCP) by Anthropik will shape its future. It explores how individuals may prefer to create customized agents for their specific needs rather than relying on models provided by a few dominant players. Understanding and configuring these agents with context is emphasized as a key challenge for users. The MCP is seen as a promising solution for enabling personalized user interactions with AI agents.
Navigating Enterprise AI Models
A detailed exploration of the current landscape of AI models highlights the division between closed, proprietary models and open-source alternatives. The importance of trust, transparency, and understanding the supply chain of data used for training these models is emphasized for businesses considering AI adoption. Fine-tuning models for specific enterprise applications is noted as a growing trend, albeit with challenges such as 'catastrophic forgetting.' The emergence of innovative tools like Instruct Lab showcases the evolution of AI technology that can effectively incorporate enterprise knowledge without losing its foundational generality.
The podcast welcomes Manav Gupta, VP and CTO of IBM Canada. As a frequent collaborator on client visits, we discuss various aspects of large language models. So all things AI models.
02:04 Jumping Right into AI!
02:59 Meet Manav Gupta
08:17 Let's Talk All Things Models
27:20 How to Choose the Right Models
31:48 Where are the Models Going???
46:01 How to Learn AI
Linkedin: linkedin.com/in/mgupta76 Website: https://www.ibm.com/granite Want to be featured as a guest on Making Data Simple? Reach out to us at almartintalksdata@gmail.com and tell us why you should be next. The Making Data Simple is hosted by Al Martin, WW VP Technical Sales, IBM, where we explore trending technology, business innovation, and leadership ... while keeping it simple & fun.
Want to be featured as a guest on Making Data Simple? Reach out to us at almartintalksdata@gmail.com and tell us why you should be next. The Making Data Simple Podcast is hosted by Al Martin, WW VP Technical Sales, IBM, where we explore trending technologies, business innovation, and leadership ... while keeping it simple & fun.
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