2min chapter

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Currents 072: Ben Goertzel on Viable Paths to True AGI

The Jim Rutt Show

CHAPTER

The Limitation of Machine Learning in the Ai Field

Machine learning algorithms can't generalize two domains of reality that don't demonstrate those highly particular patterns right. This is what in the ai field you would call a knowledge representation issue I mean the knowledge about the world is being represented as a large catalog of weighted and interdependent and contextualized particulars there's no attempt to abstract. If you go deep into learning theory there's a lot of math that tells you that finding concise abstractions of your experience is basically equivalent to having the raw ability to generalize to other domains  that are a bit different than your experience. That's the crux of of what's missing really okay?

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