02/03/2026
AI in healthcare must be built on biology — not shortcuts.
New research from the University of Warwick, published in Nature Biomedical Engineering, reveals that some deep learning cancer pathology models may rely on “shortcut learning” rather than true biological signals — raising important questions about real-world reliability.
As we explore the future of AI at the DSC Next Conference, conversations around governance, evaluation standards, and responsible deployment are more critical than ever.
Innovation is powerful — but trust is infrastructure.