Megagon Labs’ Human-Centered AI (HAI) research focuses on bridging the gap between human expertise and AI-driven processes, with an emphasis on facilitating seamless human-AI collaboration — particularly between humans and LLMs. The work tackles challenges of incorporating humans throughout the machine learning lifecycle to improve model performance, ensure fairness, and align AI outputs with ethical standards.