Precision Proactivity: Measuring Cognitive Load in Real-World AI-Assisted Work

Brandon Lepine, Juho Kim, Pamela Mishkin +1

Systems like ChatGPT and Claude assist billions through proactive dialogue-offering unsolicited, task-relevant information. Drawing on Cognitive Load Theory, we study how cognitive…