Astrazeneca plc has announced two significant R&D deals with Scorpion Therapeutics Inc. and Benevolentai Ltd., which it hopes will sharpen its research into cancer, lupus and heart failure. Both of the deals involve artificial intelligence (AI) as a way to increase the probability of success during the clinical development process and reduce the chances of costly trial failures.