3min chapter

The Inside View cover image

David Krueger–Coordination, Alignment, Academia

The Inside View

CHAPTER

The Importance of Distribution Generalization by Risk

In theory, there's an argument for why it shouldn't work. But that in theory argument doesn't say how badly it will fail. So what actually matters is the actual distribution of the data and not just having, like, full support and infinitely much data. And that's because of hidden compounders. It both helps the AI better understand the instructions, but at the same time it helps it generalize.

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