5min chapter

The Gradient: Perspectives on AI cover image

Raphaël Millière: The Vector Grounding Problem and Self-Consciousness

The Gradient: Perspectives on AI

CHAPTER

The Importance of Learning From Data in Language Models

RLHF provides the missing ingredients to get intrinsically meaningful representations not just of relationship between words but about how words connect to the world. Human feedback is feedback about outputs that are harmless helpful and honest. The last criterion of honesty in particular is not just normative but epistemicly normative because it's a criterion that's about the accuracy, factual accuracy of the output of the model.

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