Artificial intelligence is transforming medical decision-making, supporting clinical reasoning in diagnosis, treatment, and patient management. How are medical decisions made today? This roundtable explores the interaction between human cognition and artificial intelligence algorithms, examining their benefits, limitations, potential biases, and ethical implications. Experts from different disciplines will discuss how to build an effective collaboration between human and artificial intelligence to enhance decision-making across healthcare systems.