The chapter discusses the challenges of implementing rational decision-making in artificial intelligence (AI). They explain that while many AI algorithms try to optimize over a utility function, the computational complexity of certain problems makes it impractical for any entity, human or machine, to behave fully rationally. They explore the question of whether machines can surpass human decision-making capabilities, considering the significant computational power of machines.

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