labeling
Everything on Ground Truth tagged “labeling” — 2 items.
Active learning: letting the model choose what to label next Lesson
Active learning is a training strategy in which the model picks which unlabeled examples should be labeled next, choosing the ones it is most uncertain about so that a fixed labeling budget buys the most improvement possible.
The data firms behind frontier AI sell judgment, not labels News
Mercor, Surge AI and AfterQuery have all converged on the same product line -- reinforcement-learning environments, scoring rubrics, expert demonstrations and human evaluations -- turning graded professional judgment into a commodity input for frontier models.