Oncology AI Lab

AI is entering medicine faster than most physicians can evaluate it. Oncology AI Lab, hosted by practicing community oncologist Dr. Allen Li, stress-tests AI using realistic, case-based oncology scenarios.

Oncology serving as the lens, with its complex data, rapidly evolving guidelines, and high-stakes decisions, the principles of AI literacy we develop apply across medicine.

With each case, we rigorously examine AI clinical reasoning, map failure modes, and teach the prompting strategies that produce safest clinical outputs. We strive to build a structured curriculum for clinicians who value clinical judgment over uncritical adoption or blanket skepticism.

Disclaimers: All content consists of independent reviews and is not sponsored or endorsed by any of the AI platforms evaluated. All cases are fictional. AI clinical use is for investigational and educational purposes only. Nothing on this channel constitutes medical advice.