Comment by gsjbjt

The point is that LLMs can’t backtrack after deciding on a token. So the probability at least one token along a long generation will lead you down the wrong path does indeed increase as the sequence gets longer (especially since we typically sample from these things), whereas humans can plan their outputs in advance, revise/refine, etc.