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Open complexity theoretic questions for foundation models

What are the major current open complexity theoretic questions in foundation model? Any pointer would be appreciated.
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Computational complexity of higher order cumulants

From Wikipedia: In probability theory and statistics, the cumulants κn of a probability distribution are a set of quantities that provide an alternative to the moments of the distribution. Any two ...