How do you measure trust in deep learning?

This article is part of our reviews of AI research papers, a series of posts that explore the latest findings in artificial intelligence. Whether it's diagnosing patients or driving cars, we want to know whether we can trust a person before assigning them a sensitive task. In the human world, we have different ways to establish and measure trustworthiness. In artificial intelligence, the establishment of trust is still developing. In the past years, deep learning has proven to be remarkably good at difficult tasks in computer vision, natural language processing, and other fields that were previously off-limits for computers.