It’s hard to get through a day in analytics now without hearing the words interpretability and explainability. These terms have become important in a world where machine learning and artificial intelligence (AI) models are becoming more ubiquitous. However, what do the two terms mean—and more importantly, why do they matter?
Tag: explainability
Interpretability vs. explainability: The black box of machine learning
La importancia de explicar la inteligencia artificial
Tras la reciente aprobación de la regulación europea del uso de la inteligencia artificial, hemos observado cómo cobra fuerza el concepto de explainable AI o inteligencia artificial explicable. ¿En qué consiste exactamente? Su objetivo pasa por garantizar que las interacciones de los usuarios con los modelos en los que se
The importance of ethical AI in the health care industry
Artificial intelligence (AI) is one of the most popular topics in the tech industry, along with IoT, cloud and blockchain, to mention just a few. Although it is a very promising technology, it is also connected with very high expectations, quite often beyond the capabilities that AI provides today. As