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Inference Scaling, AI Agents, and Moratoria (with Toby Ord)

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Exploring AI Training: Beyond Simple Autocompletion

This chapter delves into the intricate process of AI training, highlighting the differences between pre-training, post-training, and inference scaling. It explores the evolution of AI capabilities through techniques like reinforcement learning, while emphasizing the inherent limitations of these systems in executing long-term strategic planning.

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