
AI
Explainable AI in Healthcare: Why Opacity Risks Patient Safety
Clinical AI models often hide their reasoning behind opaque weights, making it impossible to verify if they rely on dangerous proxies rather than actual medical signals.
Everything Sandbox Desk has reported about explainable AI: 2 stories, newest first. Part of our AI coverage.

Clinical AI models often hide their reasoning behind opaque weights, making it impossible to verify if they rely on dangerous proxies rather than actual medical signals.

Most models hide their reasoning, but you can reconstruct the decision path by isolating input variables and tracking output shifts over time.