Brown Bag Lunch: Sketch Your Proposal – Angela Crawford

Achieving trustworthy AI in healthcare remains a significant challenge, as existing eXplanation Artificial Intelligence (XAI) methods like attention maps or LIME/SHAP are often dismissed by clinicians and patients as uninterpretable. While the reasoning LLMs initially seemed promising for generating natural-language explanations, they often create unfaithful rationalizations that obscure a model’s true logic. To solve this,…

Come join us for Dr. Qingyu Jiang & Dr. Ningjian Liang’s sketch your proposal where we’ll be getting ideas out in the open and on the board. Come in with an idea, leave with a proposal at this SYP Brown Bag Lunch.