5min chapter

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Carl Shulman (Pt 1) - Intelligence Explosion, Primate Evolution, Robot Doublings, & Alignment

Dwarkesh Podcast

CHAPTER

The Importance of Feedback Loops in AI

As the AI is getting more sophisticated, they'll be better able to tell what is a useful kind of skill to practice. And so an example of that would be designing synthetic training data. So AlphaGo was booted up with data from human GoPlay and then improved with reinforcement learning and Monte Carlo tree search. But it generated its own data through self play because there are no human players that good available in the data set. It's like schools and classes where they teach you things in an order that makes sense instead of focusing on the skills that are more valuable to learn.

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