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by some estimates the English language contains nearly half a million words and yet when we tap out text messages on our phones the keyboards predictions of what well type next are usually right so how does it know what will text next this is algorithmics the space were explore how invisible computer controlled database sets of rules are making decisions for us every day over time a predictive text system uses machine learning to figure out which words you tend to use it creates a sort of personalized dictionary of these words and it scores them based on the probability that youll use them again the higher the score the more likely the word will be suggested to you as you type say youre often telling friends thanks for coming over if you type the letters tha the keyboard will suggest things someone else might not use the word Thanks all that much in text so when they type tha they might get a suggestion of the word thats you can even add words that arent in the regular dictionary