Developments in robot learning, where NVIDIA researchers have created an AI agent called Eureka that can generate algorithms to train robots. They also explore the concerning use of AI in cyber warfare by North Korea, and the potential consequences for global enterprises. Additionally, they touch on Apple's rumored plans to implement generative AI features on iPhones and iPads. The team also delves into thought-provoking discussions on AI-generated music and the impact of AI on job automation. Finally, they analyze three research papers that shed light on the limitations of large language models in reasoning and planning tasks, and introduce a new approach called Contrastive Preference Learning for optimizing behavior from human feedback.
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Timestamps:
00:34 Introduction
02:55 Eureka! NVIDIA Research Breakthrough Puts New Spin on Robot Learning
04:15 North Korea experiments with AI in cyber warfare: US official
05:37 Apple Rumored to Follow ChatGPT With Generative AI Features on iPhone as Soon as iOS 18
07:06 Fake sponsor
09:48 GPT-4 Doesn't Know It's Wrong: An Analysis of Iterative Prompting for Reasoning Problems
10:52 Can Large Language Models Really Improve by Self-critiquing Their Own Plans?
12:27 Contrastive Prefence Learning: Learning from Human Feedback without RL
14:21 Outro

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