AI Frontiers: A deep dive into deep learning with Ashley Llorens and Chris Bishop
In this Microsoft Research Podcast series titled "AI Frontiers", AI scientist and engineer, Ashley Llorens, hosts conversations with experts in the field of deep learning. In this episode, Technical Fellow Christopher Bishop discusses the state of deep learning, his latest textbook "Deep Learning: Foundations and Concepts", and the potential future of AI-powered "super copilots" that enable scientists to make breakthrough discoveries. The conversation also highlights the significant advancements made by large-scale AI models such as GPT-4 in reasoning, problem-solving, and language capabilities, marking a phase change for AI.
The podcast delves into the implications of these advancements in AI and how it could benefit humanity. Bishop leads a global team of researchers and engineers working to merge machine learning and the natural sciences to accelerate scientific discovery. The conversation showcases the potential of AI-powered tools to simulate fundamental equations of nature to help scientists in their pursuit of breakthrough discovery, all accessible via natural language. For anyone interested in delving deep into the cutting-edge world of deep learning, this podcast episode is a must-listen.
The post titled "AI Frontiers: A deep dive into deep learning with Ashley Llorens and Chris Bishop", highlights some of the critical points discussed in the podcast episode and serves as an introduction to this fascinating conversation.
Learn more:
- 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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