Xing Xie

Informal Learning Emerges in Everyday Human-LLM Interaction

Everyday human-LLM interaction is not only answer delivery or cognitive offloading; it also contains measurable, selective and conditionally organized behavioural signatures of informal learning, which shift AI evaluation toward the preservation of cognitive opportunities for users to reason, test ideas and construct u...