We are seeking short talks and demonstrations about HITL in ML/AI systems. Please include a clear talk title, an abstract (150-300 words), the intended audience, the duration, and any demonstration or equipment needs. Share what you learned and what others can take away. It’s fine if things are proof-of-concept, or rough around the edges - we care more about what you learned :)