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As movies like Contagion and Outbreak are becoming real-life scenarios, cutting-edge technology companies are turning to artificial intelligence (AI) and machine learning to fight COVID-19. Their common objective is to speed up the development of new treatments to battle the spread of the virus. Today, we are going to focus on some of them.