A Teacher's Paradox Balancing learning and integrity in undergraduate biology

Abstract

The core value of AI lies not in its ability to info dump but in the low-stakes practice it affords for foundational competencies—precise question formulation, goal-directed problem solving, and rigorous evaluation of its outputs. The pedagogical challenge is to channel its imperfections into durable discernment.