This video on distributed neural net training should be part of every machine learning & AI course in the world. It is brilliantly done. Thanks
@gbarthmaron
for pointing me to it. Has anyone already converted it to a homework exercise in a class?
@nandodf
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Distributed Neural Network Training Video Essential for ML Education
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Reinforcement Learning Agents Goals and Multimodal Integration
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Online RL agents make interventions with a goal. I believe this is enough, but I’d like to hear @eliasbareinboim expanding on this as I believe he’s put a lot of thought into it. I also think multimodality helps, based on the rubber hand illusion, e.g. @anilkseth
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Chatbots Lack Causal Reasoning and Agency: Solutions Needed
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Existing chatbots are not causal reasoners. They lack agency. They treat their actions (what they said) as observations and not as interventions. Question: how do we fix this? @yudapearl I think there’s a few solutions, but I’d love to hear you thoughts. @eliasbareinboim
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The Bitter Lesson Emerging in Robotics
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The bitter lesson is starting to appear in robotics, via @hausman_k
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African AI startup InstaDeep advances disease-curing tools
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First day here after a family break in Argentina. Excited about @kbeguir
’s Tweet. I’m so proud of the amazing positive work of @instadeepai on building AI tools to cure disease. They’ve also shown the world how an African startup can be simply the best @DeepIndaba -
DeepMind’s AlphaCode and AlphaTensor recognized among 2022 science achievements
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A great honour to see AlphaCode and AlphaTensor mentioned among these exceptional science achievements for 2022! Very proud of my colleagues at @DeepMind
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Transformative Tech Advances: AI, Biotech, Rockets, and Fusion
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I feel so fortunate to live through some of the most transformative technological advances in history. AI, biotechnology, electric cars, landing rockets, the inception of fusion … amazing! Let’s put it to the benefit of human kind!
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AlphaCode Published in Science Magazine
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Proud to see AlphaCode published on @ScienceMagazine and above all proud of the AlphaCode team for their inspiring and pioneering work, and for their collaborative spirit and inclusive practices. https://t.co/lWHmHoR9Yd
— Nando de Freitas (@NandoDF) 8 décembre 2022Proud to see AlphaCode published on @ScienceMagazine and above all proud of the AlphaCode team for their inspiring and pioneering work, and for their collaborative spirit and inclusive practices.
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Generalist Neural Net Implements Classical Computer Science Algorithms
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Impressive to see a generalist neural net implementation of so many of the classical algorithms taught in undergraduate computer science.
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Generative Models Impress with Accessibility and Creative Potential
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This application of generative models is one of the most impressive AI demos I’ve ever seen. I’m amazed at the results but also at how unexpectedly easy, creative and accessible these tools have become. We do live in special times.