A travel assistant answering in English and Swahili drafts several words ahead with a tiny head that reads the big model's own hidden states, then checks them all in one pass. Watch EAGLE-3 accept long drafts, then train the draft without its own mistakes, resample the wrong way on rejection, or forget to roll back the cache. This lesson needs JavaScript.