Resmi Ramachandranpillai

Position: Responsible Practices and Model Performance are Not Competing Goals

Many failures of deployed machine learning systems stem not from insufficient accuracy, but from neglecting responsibility as a core design requirement. While responsibility principles are widely studied, they are often treated as post-hoc checks rather than as integral factors of system design. Thi…