Learn how to balance human oversight with AI in UX research through a conference keynote that introduces the UX Research Pocket Calculator - a practical tool for task and effort planning. Discover strategies developed at Outsystems to combat the Planning Fallacy, including methods for thorough planning, research approaches for understanding problem complexity, and techniques for buffer allocation to manage dependencies and uncertainty. Gain insights into recognizing cognitive biases and managing inflated AI expectations while exploring how to implement this versatile planning tool into your own UX research workflow.