With the onset of machine learning and artificial intelligence, the realm of technology is undergoing a drastic revolution. This progression does not only affect the information technology sector but has repercussions that are ubiquitous. The effect of AI on Patent law has already been widely discussed by several experts across the legal fraternity. Computers have already started producing outcome which could, in the conventional sense, be considered patentable. The outlook of the policy makers and courts in the future towards such technological advancements could determine the pace and scope of progress in technology.