Human Ai Collaboration

Human-AI collaboration (HAIC) research focuses on optimizing the interaction between humans and artificial intelligence systems to achieve superior outcomes compared to either alone. Current research emphasizes improving AI explainability and transparency, particularly through methods like Shapley values and explainable AI (XAI), to foster trust and appropriate reliance, while also addressing issues like AI bias and the potential for misinformation from incorrect explanations. This field is significant because effective HAIC can enhance decision-making across diverse domains, from healthcare and cybersecurity to software engineering and scientific discovery, ultimately leading to more efficient and reliable processes.