The Bitter Lesson (in AI)...
In this video, we talk about "The bitter lesson",a term coined by Richard Sutton, a prominent figure in the field of reinforcement learning and artificial intelligence. Sutton argued that the history of AI research teaches a hard truth: when it comes to creating genuinely intelligent systems, the key isn’t about crafting perfect, human-like rules, but, instead, it’s about harnessing the power of computation and leveraging the great power of general purpose methods, which are methods that continue to scale with increased computation.
References
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"The Bitter Lesson" blogpost: http://www.incompleteideas.net/IncIde...
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Contents
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00:00 - Intro
02:11 - The Bitter Lesson: the first idea
02:46 - Example 1: Chess
03:54 - Example 2: Speech Recongition
05:04 - Example 3: AlphaGo
05:25 - Example 4: LLMs
06:44 - The Bitter Lesson: the second idea
07:54 - Outro
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