
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 ai governance: 3 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.

Enterprise controls struggle to manage always-on AI agents, shifting governance focus from pre-deployment checks to real-time execution monitoring.

AI usage policies shift risk management from perimeter defense to behavioral oversight, addressing threats that traditional security tools cannot see.