Mark Saroufim

Mark Saroufim, author of "Machine Learning: The Great Stagnation," joins Mathew Salvaris, a lead ML scientist at iRobot, to dissect the stagnation in machine learning. They discuss how academia’s incentive structures stifle innovation and the implications of 'state-of-the-art' chasing. They highlight the rise of the 'gentleman scientist,' the complexities of achieving measurable success, and the need for a user-focused approach in research. The duo emphasizes collaboration and the importance of embracing failures as part of the learning process.