Question decomposition, a key technique for improving LLM reasoning, now has a rigorous mathematical foundation through operads, enabling new consistency checks that correlate strongly with accuracy.
This paper applies operads—mathematical structures for modeling compositions of operations—to formalize question decomposition in LLMs.