Artificial intelligence (AI) is becoming integral to many areas of life, yet many—if not most—
AI systems are opaque black boxes. This lack of transparency is a major source of concern …

In many high-risk machine learning applications it is essential for a model to indicate when it
is uncertain about a prediction. While large language models (LLMs) can reach and even …

Whenever someone in a team tries to help others, it is crucial that they have some
understanding of other team members' goals. In modern teams, this applies equally to …

Collaboration with other agents requires people to reflect on several aspects of their
collaborator's capabilities: How good are they at a task? Do they have access to the same …

Increased vaccination rates over the past 50 years have saved hundreds of millions of lives
worldwide. Many of the lives saved have been those of children in developing countries …