Uncertainty Quantification

2 articles

Visual representation of an AI neural network with glowing connections and abstract uncertainty data streams, symbolizing the need for transparency.

AI uncertainty quantification is the key to building truly trustworthy systems.

AI-powered operations often function as opaque 'black box' systems.

Omar Haddad·April 23, 2026

A sophisticated AI interface in a radiotherapy control room, visualizing data and confidence levels for critical medical decisions.

What Is AI Uncertainty Quantification and Why Does It Matter for Trust?

In radiotherapy, a recent review identified 56 articles (2015-2024) on Uncertainty Quantification (UQ) in AI, with auto-contouring as the primary application, according to pmc.

Helena Strauss·April 23, 2026