Lars Sipos

“The AI is uncertain, so am I. What now?”: Navigating Shortcomings of Uncertainty Representations in Human-AI Collaboration with Capability-focused Guidance

As AI becomes increasingly relevant, especially in high-stakes domains such as healthcare, it is important to investigate which approaches can improve human-AI collaboration and, if so, why. Current research focuses primarily on technically available approaches, such as explainable AI (XAI), often overlooking human ne…