This lecture delves into the crucial role of ground truths in AI algorithms, using examples like face detection and neoantigen prediction for cancer immunotherapy. It explores the challenges of identifying neoantigens and the TESLA project's efforts to improve neoantigen prediction through a global community-based initiative.