Smart Talks with IBM - Transformations in Al: why foundation models are the future
Jul 16, 2024
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Dr. David Cox from IBM Research talks about foundation models and self-supervised machine learning with Malcolm Gladwell and Jacob Goldstein. They discuss practical applications of AI in business and technology, highlighting the importance of selecting the right models for revenue and efficiency.
Foundation models redefine AI boundaries by offering a base for customization.
Businesses benefit from selecting suitable AI models to drive revenue and efficiency.
Deep dives
Overview of AI Revolution in Business and Society
Artificial intelligence is highlighted as a transformative technology with the potential to revolutionize businesses and society. The podcast focuses on the integration of AI in workflows and its impact on driving real change. Industry experts discuss the evolution of foundation models, selecting suitable models for business needs, and advancements in AI.
Dr. David Cox's Contributions to AI
Dr. David Cox, VP of AI Models at IBM Research, discusses the growth of AI from academia to industrial applications. He explains the conceptual foundations of AI, including foundation models, in easily understandable terms. Practical applications of AI in business and its future implications on work and design are explored.
IBM-MIT Collaboration in AI Research
The collaboration between IBM and MIT in AI dates back to the 1950s and has evolved into a formal partnership. The joint lab at MIT focuses on cutting-edge AI research and development. The outcomes of this collaboration include advancements in foundation models, addressing climate change, and enhancing societal well-being.
Foundation Models for AI and Business Automation
Foundation models are influential in AI development, offering a base for further model customization. These models provide a versatile structure for building AI capabilities with minimal supervision. The podcast highlights how foundation models can streamline automation processes, generate code, and enhance conversational interfaces for improved business efficiency.
Major breakthroughs in artificial intelligence research often reshape the design and utility of Al in both business and society. In this special rebroadcast episode of Smart Talks with IBM, Malcolm
Gladwell and Jacob Goldstein explore the conceptual underpinnings of modern Al with Dr. David Cox, VP of Al models at IBM Research. They talk foundation models, self-supervised machine learning, and the practical applications of Al and data platforms like watsonx in business and technology.
When we first aired this episode last year, the concept of foundation models was just beginning to capture our attention. Since then, this technology has evolved and redefined the boundaries of what's possible. Businesses are becoming more savvy about selecting the right models and understanding how they can drive revenue and efficiency.
This is a paid advertisement from IBM. The conversations on this podcast don't necessarily represent IBM's positions, strategies or opinions.