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Mixture-of-experts models split a network into specialist sub-networks and route each token to only a few of them, cutting compute per token while keeping parameter counts high.

A practical fifteen-minute method for judging a research paper: extract the real claim, interrogate the benchmark numbers, and read the limitations before trusting the headline.