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Cognizant AI Labs conducts basic research and builds applications with modern AI techniques such as evolutionary computation and deep learning. We work across disciplines, both internally and in collaboration with other research institutions. Our work has resulted in a unique evolutionary computation platform called LEAF (Learning and Evolutionary AI Framework), and over 50 publications and 70 awarded or pending patents. The core team originated at Sentient Technologies and continues (since 2019) as Cogniza
In contrast to deep learning, which focuses on modeling known behaviors, Evolutionary Computation creates new solutions, by repeatedly recombining, mutating, and adapting a population of them. Our recent research includes discovering decision-making strategies in design, business, and games, incentivizing AI to find creative and novel solutions, utilizing multiple objectives, and creating AI that can explain its decisions in terms of rules.