PART 3 - THE THIRD AXIS CHAPTER 16: CONNECTING THE SPECKLES Normalized Deviance

"This is where the monolithic AGI story starts running into the same no-free-lunch reality as every other general-purpose system."

In Artificial General Intelligence, Togelius explains why a meaningful definition of general intelligence must restrict the space of environments and problems being considered. His discussion of no-free-lunch theory provides the theoretical foundation for the section's argument that generality cannot be evaluated independently of the problems a system is expected to solve.

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