In 1975, Valiant showed that Boolean matrix multiplication can be used for parsing contextfree grammars (CFGs), yielding the asympotically fastest (although not practical) CFG parsing algorithm known. We prove a dual result: any CFG parser with time complexity O(gn3), where g is the size of the grammar and n is the length of the input string, can be efficiently converted into an algorithm to multiply m