AI at Work: Efficiency Gains, Cognitive Pains

AI carries a compelling promise: systems that enhance decision-making, automate repetitive tasks, and expand human capabilities—freeing people to focus on creativity, strategy, and meaningful work. Across organizations, AI is already transforming how teams collaborate, communicate, and make decisions, creating new opportunities for speed, efficiency, and innovation. At the same time, this shift raises important questions about oversight, transparency, and the evolving role of human judgment. As generative AI becomes embedded in everyday workflows, work itself is changing from pure execution toward orchestration, supervision, and higher-value thinking. This keynote explores how organizations can harness AI responsibly while preserving trust, clarity, and human agency. The challenge is no longer whether to adopt AI, but how to design human–machine collaboration that strengthens both performance and autonomy. How do we ensure AI augments rather than overwhelms? And how can individuals and organizations shape a future in which technology empowers people instead of replacing their sense of control?