Large Language Models - The Key to AGI?

Keynote

This talk explores the potential of Large Language Models (LLMs) like OpenAI's GPT series in advancing Artificial General Intelligence (AGI). It presents LLMs' capabilities in tasks like natural language understanding and problem-solving, and their limitations, particularly in self-determination and goal-oriented behaviour. The discussion includes strategies for enhancing LLMs' capabilities and the importance of interdisciplinary research and ethical AI development in realising AGI's full potential.

Masterclass

In this practical session, I will guide participants through the process of implementing generative AI techniques, using popular frameworks and tools, along with sharing best practices for effective development.

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David Foster

Applied Data Science Partners

David Foster is a datascientist, entrepreneur and educator, specialising in AI applications within creative domains. He authored the acclaimed O'Reilly textbook Generative Deep Learning: Teaching Machines To Paint, Write, Compose and Play, with the second edition released in May 2023. As co-founder of Applied Data Science Partners (ADSP), he inspires and empowers organisations to harness the transformative power of data and AI. He holds an MA in Mathematics from Trinity College, Cambridge and an MSc in Operational Research from the University of Warwick.