Hassabis：从游戏到AGI，DeepMind的探索之路

导语

在最新一期Lex Fridman播客中，DeepMind联合创始人兼CEO Demis Hassabis进行了一场深度对话。从他四岁下国际象棋、八岁用奖金购买第一台电脑并自学编程，到设计出百万销量的游戏《主题公园》，再到创立DeepMind并带领团队攻克AlphaGo与AlphaFold等里程碑式成就，Hassabis的旅程展现了从游戏少年到AI领袖的清晰脉络。他详细阐述了为什么选择游戏作为AI研究的起点、为何坚信强化学习，并解释了AlphaFold如何通过超过30种组件算法解决困扰生物学界50年的蛋白质折叠问题。访谈还触及了意识的本质、宇宙的计算本质以及AGI的未来路径等深刻话题。

金句

• ""I think if you look back at the 1950 paper... I don't think he meant it to be a rigorous formal test. I think it was more like a thought experiment." —— 我认为，如果你回顾图灵1950年的论文……我并不认为他本意是将其作为一个严谨的正式测试。它更像是一个思想实验。"
• ""Games have been significant in my life for three reasons: first to train myself, then designing games and writing AI for games, and third using games as a testing ground for developing AI algorithms." —— 游戏在我的人生中有三个重要意义：首先是训练我自己，然后是设计游戏并为游戏编写AI，第三是用游戏作为开发AI算法的试验场。"
• ""AlphaFold is the most complex and also probably most meaningful system we've built so far." —— AlphaFold是我们迄今为止构建的最复杂、也可能最有意义的系统。"
• ""I would be very hesitant to bet against how far the universal Turing machine and classical computation paradigm can go." —— 我非常不愿意押注通用图灵机和经典计算范式的极限在哪里。"
• ""Maybe we are the mechanism by which the universe is going to try and understand itself." —— 也许我们是宇宙试图理解自身的机制。"

原文链接

查看完整访谈