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.

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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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#thebitterlesson #education #machinelearning #artificialintelligence #deeplearning

[davidpendleton]

Thanks for the video. It was very helpful in understanding the bitter lesson

[ajamessssss]

Omg. This video answers a lot of questions in my mind. Thank you.