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Episode 2: Rachel St.Clair On AGI Hardware and Resource Management
The Mindplex Podcast
The Importance of AGI in AI
GPG3 and systems like this are doing what convolutional neural nets for face recognition. What these are doing is in essence using a pretty large, but not insanely large amount of resources to build a sort of cleverly weighted catalog of everything in their training data. This works well if what they're confronted with is not too far off from what they were trained on and programmed for. It doesn't work well if what's confirmed with is somehow qualitatively different than what they were programmed or trained for. So then they will fall apart. But if you shrink the resources a bit more, then you're in a regime where what you need to do to model your training data is to find
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