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Welcome to AdaptiFont, a novel human-in-the-loop system to increase individuals reading speed with a generative font model and bayesian optimization. Traditionally, typography is a complex creative process driven by a multitude of diverse influences involving individual judgements. The scientific and empirical investigation of the relationship between how text looks and how it is processed lies at the intersection of cognitive and perceptual science. The introduction of digital font has generated new techniques and challenges for adaptively rendering and setting text particularly on electronic devices. Despite these different motivations and diverse goals coming together in typography, one fundamental aspect is summarized in the quote by Adrian Frutiger amp;quot;optimum readability should always be foremost when developing a typefaceamp;quot;. But what is optimal readability? Think of different situations in your everyday life. We read on different d