Artificial Intelligence is designed to save time but often causes 'productivity guilt' in users.
Cultural norms often mistake visible effort for competence, leading to discomfort when tasks become easier.
The role of the professional is shifting toward critical judgment, oversight, and ethical decision-making.
Workplace cultures must adapt to prioritize sustainable outcomes over simply filling saved time with more labor.