筛选结果
48 篇排序
43:45ENEight Years of No Growth, Then OpenAI and NVIDIA Became His Customers主持 Sarah Guo, Elad GilWeights & Biases CEO Lukas Biewald tells No Priors how a labeling company with no chasm to cross funded the ML developer tools that trained most of the large language models.
46:57EN95% of Drug Programs Fail. Daphne Koller Is Betting Machine Learning on the First Decision主持 Sarah Guo, Elad GilA new medicine still takes more than a decade and well over a billion dollars — and Insitro's founder argues the expensive failures start with the wrong target, indication, or patient.
2:31:57EN → 简体中文Jay McClelland 谈思维如何从神经网络中涌现嘉宾 Jay McClelland · 主持 Lex Fridman这位斯坦福大学的认知科学家,与 Lex Fridman 聊了联结主义(connectionism)、反向传播(backpropagation)、David Rumelhart,以及为什么直觉会先发现某些东西,之后逻辑才去证明它。
2:51:33ENThe Self Is a GPT Prompt: Wojciech Zaremba on Consciousness, Codex, and Fermi's Silence嘉宾 Wojciech Zaremba · 主持 Lex FridmanOpenAI co-founder Wojciech Zaremba tells Lex Fridman he thinks we might be alone in the universe — and that GPT-3, Codex, and a one-handed robot already hint at how intelligence is built.
2:18:29ENYour Cortex Is 150,000 Brains Voting on a Coffee Cup嘉宾 Jeff Hawkins · 主持 Lex FridmanJeff Hawkins tells Lex Fridman that intelligence is learning a model of the world, the neocortex is tens of thousands of independent maps that vote, and the fastest path to machine intelligence is reverse-engineering that sheet.
2:30:30ENThe Fallacy of the Successful First Step嘉宾 Ishan Misra · 主持 Lex FridmanBerkeley's Jitendra Malik explains why computer vision still looks easy, why fully autonomous driving is not near, and what children know that today's networks do not.
1:56:17ENIf You Reran Earth a Million Times, Would Anything Like Us Appear?嘉宾 Risto Miikkulainen · 主持 Lex FridmanRisto Miikkulainen on neuroevolution, hyena raids, basil that never sleeps, and why variation-plus-selection still finds solutions backpropagation cannot see.
1:49:56ENA 21-Year-Old at a Party Called GameStop. He Was Right.嘉宾 Richard Craib · 主持 Lex FridmanNumerai founder Richard Craib talks with Lex Fridman about WallStreetBets, crowdsourced machine learning, and why finance is a machine for pulling the future into the present.
2:01:07EN → 简体中文Michael Littman 不等待失控的神,他在观察我们嘉宾 Michael Littman · 主持 Lex Fridman布朗大学的强化学习(reinforcement learning)研究者 Michael Littman 对 Lex Fridman 说,为什么意外出现的超级智能(superintelligence),在他看来就像一架 747 自行组装起来,而社交媒体、死记硬背式的语言和心智理论(theory of mind),更让他担心。
2:28:11EN → 简体中文人很好预测,却最讨厌被这样说嘉宾 Charles Isbell · 主持 Lex Fridman佐治亚理工学院院长 Charles Isbell 与 Lex Fridman 谈交互式 AI、把计算当作一种思维方式,以及美国的种族问题。
2:34:20EN → 简体中文智能,是你习得未曾准备过的技能的效率嘉宾 François Chollet · 主持 Lex FridmanFrançois Chollet 对 Lex Fridman 说,技能不等于智能,GPT-3 仍然只是在做模式匹配,而一种名为 ARC 的网格谜题,至今仍能把孩子和机器区分开。
1:37:31ENThe Robot That Brought the Beer Was Being Teleoperated嘉宾 Sergey Levine · 主持 Lex FridmanSergey Levine tells Lex Fridman why hardware is almost closed, why common sense has to be lived, and why offline reinforcement learning is the missing on-ramp from logs to robots that keep getting better.
2:00:32EN → 简体中文慢速突触养出快速学习者,温暖才是更难的问题嘉宾 Matt Botvinick · 主持 Lex FridmanDeepMind 神经科学负责人 Matt Botvinick 与 Lex Fridman 谈前额叶皮层(prefrontal cortex)、元强化学习(meta-reinforcement learning)和多巴胺研究,如何与一个根本问题相遇:在 AI 时代,更好的人类生活究竟应该是什么样子。
1:37:28ENWe Are Still Massively Underestimating Deep Learning嘉宾 Ilya Sutskever · 主持 Lex FridmanIlya Sutskever tells Lex Fridman why 2012 was about conviction, why bigger models can get worse before they get better, and what he would do with an AGI.
1:12:03ENMice Don't Get Alzheimer's: Daphne Koller on Disease in a Dish嘉宾 Daphne Koller · 主持 Lex FridmanThe Coursera co-founder and insitro CEO on why most diseases are not one disease, how to turn cells into data, and why overconfident neural nets can kill.
1:12:48ENJohn Hopfield's Physics of Mind: Glitches Become Features嘉宾 John Hopfield · 主持 Lex FridmanThe Princeton physicist walks Lex Fridman from a wobbly London bridge to Hopfield networks, consciousness-as-story, and why his famous model still does not explain learning.
1:45:49EN → 简体中文预测不等于决策:Michael I. Jordan 谈市场与尚未完成的 AI 革命嘉宾 Michael I. Jordan · 主持 Lex Fridman这位伯克利统计学家对 Lex Fridman 说,今天的系统仍是一门原型工程学科。真正费力的工作,是把生产者和消费者连接起来,它并不在于模仿人的心智。
1:44:55ENIf You Need 60,000 Digits, You Have Not Found Intelligence嘉宾 Vladimir Vapnik · 主持 Lex FridmanVladimir Vapnik tells Lex Fridman that intelligence is the art of shrinking a sea of functions with a few good predicates — and that MNIST, solved with sixty examples per class, is the test.
1:18:41ENThe SS Soldier Who Hugged a Jewish Boy, and the Systems That Still Fool Us嘉宾 Daniel Kahneman · 主持 Lex FridmanDaniel Kahneman on System 1, deep learning that does not know what it is saying, and why a machine that must call a human is almost as hard as a machine that never needs one.
1:23:01ENYou Cannot Ask a Question You Have No Words For嘉宾 Judea Pearl · 主持 Lex FridmanA teenager spent three days in bed with a fever after learning that geometry could be done in algebra — then spent a career giving cause and effect a mathematics.
35:46ENYou never hear structure: Noam Chomsky on language, cognition, and deep learning嘉宾 Noam Chomsky · 主持 Lex FridmanLex Fridman asks the linguist whether we could talk to aliens, how far language goes in the brain, and whether neural networks tell us anything about the mind.
49:53ENGilbert Strang still teaches with thick chalk and four subspaces嘉宾 Gilbert Strang · 主持 Lex FridmanThe MIT linear-algebra legend talks with Lex Fridman about OpenCourseWare, singular values, neural nets as a million folds, and why calculus hogged the undergraduate timetable.
1:48:55EN → 简体中文三条不可能同时成立的公平规则嘉宾 Michael Kearns · 主持 Lex FridmanMichael Kearns 在与 Lex Fridman 的对谈中解释:为什么算法公平比隐私更混乱,以及为什么帕累托曲线(Pareto curve)应该摆在真正要做选择的人面前。
1:03:13ENYou Can't Have Both Kinds of Fairness, Says Peter Norvig嘉宾 Peter Norvig · 主持 Lex FridmanThe co-author of Artificial Intelligence: A Modern Approach walks Lex Fridman through recidivism scores, utility functions, Lisp, MOOCs, and why human-level intelligence should not be the goal.
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