Science Researchers from mit and the MIT-IBM Watson AI Laboratory have developed a new technique to assess the reliability of foundation models before applying them to specific tasks, using an algorithm to assess model consistency. This solution can help reduce errors in safety-critical situations and enable better model selection without the need to test on actual data.