Markov built a two-state predictive machine using transition probabilities (e.g., 13% chance vowel-to-vowel, computed by dividing 0.06 by 0.43) and showed that running it produced a ratio converging to 43% vowels and 57% consonants—the exact split he had counted by hand—proving dependent events still follow the law of large numbers.