Four tokenizers learn from Swahili verb forms like ninakula, "I am eating", and tutaenda, "we will go". Each splits a word on its own step: whole words, BPE, WordPiece and Unigram. Then meet an unseen word with whole words only, serve with the wrong vocabulary, or learn no merges at all. This lesson needs JavaScript.