Artificial Artificial Intelligence

Behind a successful AI there is a human doing critical work. It’s an open secret that behind the “magic” of AI tools there are large teams of people, doing things like labeling the training data to make it work. The result of their work is truly impressive: we are tricked into believing that these AIs […]

The Challenge of Crafting Intelligible Intelligence | June 2019 | Communications of the ACM

Modern AI approaches often work like black boxes: nobody really knows why things work the way they work. Offering explanations why an AI system came to a conclusion is certainly needed. The article by Daniel S. Weld and Gagan Bansal [1] studied two approaches that are promising: using an inherently interpretable model, or adopting an […]