This panel is dedicated to the question of the role and prospect of AI in the physical sciences. What decision should be taken now to set the course for a successful and possibly transformative usage of AI in science and beyond. And what role can science play in the unfolding of maybe the biggest challenge and opportunity humanity will have to face: to use AI for good.