2min chapter

80,000 Hours Podcast cover image

Preventing an AI-related catastrophe (Article)

80,000 Hours Podcast

CHAPTER

How to Design AI Systems That Don't Seek Power

It might be hard to find ways to prevent this sort of misalignment. A sufficiently advanced AI wouldn't have those limitations. Karlsmith gives two reasons why doing this seems particularly hard. For modern ML systems, we don't get to explicitly state a system's objectives. Instead, we reward or punish a system in a training environment so that it learns on its own. This raises a number of difficulties, one of which is goal misgeneralization.

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