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in most of our modern-day communications we have a built-in copy editor the spell checker this handy little system lets us write with a bit more abandon knowing our typos will be caught and that spellcheck safety net is powered by algorithms this is algorithmics the space where we explore how invisible computer controlled database sets of rules are making decisions for us every day from Gmail to Microsoft Word to online search queries spell checkers are everywhere and while they all work a bit differently most follow a basic set up first the spell checker scans the text to identify individual words then it compares each word against a list of words it knows are spelled correctly like a dictionary if a typed word isnt found in the systems dictionary then the algorithm kicks in generally trying to come up with the closest word or words to suggest a fix the algorithm figures out the closest words by calculating the Edit distance between the typos and the dictionary movies at a distance