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Boston MA (SPX) Dec 12, 2023 - Artificial intelligence models that pick out patterns in images can often do so better than human eyes - but not always. If a radiologist is using an AI model to help her determine whether a patient
A new onboarding technique from MIT can help humans collaborate more effectively with AI assistants. The process finds situations where the human either over-trusts or under-trusts the AI, describing these as natural language rules, and creates training exercises based on these rules to guide the user.
MIT researchers have developed a machine-learning model to determine its confidence in a prediction while using no additional data.
A new technique can enable a machine-learning model to quantify how confident it is in its predictions, but does not require vast troves of new data and is much less computationally intensive than other techniques. The work was led by researchers from MIT and the MIT-IBM Watson AI Lab.