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This article discusses a week-long workshop at IIT(BHU) focused on applications of Artificial Intelligence in drug discovery. The workshop is intended to train young scientists from all over India, and the inaugural function was addressed by the project director and dean of Research & Development. The first day of the workshop included an expert lecture on AI and its potential to replace human labor in the near future.