The Consensus Trap: Dissecting Subjectivity and the "Ground Truth" Illusion in Data Annotation

Sheza Munir, Benjamin Mah, Krisha Kalsi +5

In machine learning, "ground truth" refers to the assumed correct labels used to train and evaluate models. However, the foundational "ground truth" paradigm rests on a positivisti…