AI Frontiers: A deep dive into deep learning with Ashley Llorens and Chris Bishop

In this Microsoft Research Podcast, AI scientist and engineer Ashley Llorens explores the world of deep learning with his collaborator and colleague, Technical Fellow Christopher Bishop. They delve into the state of artificial intelligence and the potential for powerful large-scale models like GPT-4 to revolutionize reasoning, problem-solving, and language capabilities. This podcast episode provides valuable insights into what these models signify for the future of AI, its applications in healthcare and education, and its ability to benefit humanity.

The conversation focuses on Bishop’s latest textbook, Deep Learning: Foundations and Concepts, which he co-wrote with his son. They also discuss the potential of a future where advancements in AI lead to “super copilots,” which can utilize natural language and simulation tools to help scientists make breakthrough discoveries. Along with other resources mentioned during the chat, this episode is an excellent resource for anyone interested in taking a deep dive into the world of deep learning and its applications.

Resources:

• Deep Learning: Foundations and Concepts | Textbook, 2023
• Pattern Recognition and Machine Learning | Textbook, 2006
• Neural Networks for Pattern Recognition | Textbook, 1995

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