Explainable AI (XAI) exists to close this gap. It is not just a trend or an afterthought; XAI is an essential product capability required for responsibly scaling AI. Without it, AI remains a powerful ...

Overview: Interpretability tools make machine learning models more transparent by displaying how each feature influences ...

Healthcare is a complex socio-technical system, not a purely technical environment. Clinical decisions are shaped not only by ...

Artificial intelligence (AI), particularly deep learning models, are often considered black boxes because their ...

Abstract Deep learning models have been successful in many areas, but understanding their behavior remains a challenge. Most prior explainable AI ...

The explainable AI market presents opportunities in enhancing transparency and decision-making across sectors like healthcare ...