Precision Proactivity: Measuring Cognitive Load in Real-World AI-Assisted Work
Brandon Lepine, Juho Kim, Pamela Mishkin, Matthew Beane
💡 In a GPT-4o valuation study with finance professionals, transcript-based measures show extraneous cognitive load hurts quality far more than intrinsic load, with model-initiated task switching the strongest predictor of decline.