The potential for AI to earn a Nobel Prize in the 21st century depends on the type of AI system that is built, whether it is a goal-seeking agent that determines which problems to tackle and comes up with hypotheses or just a tool used by humans. AI systems such as Alpha Fold are seen as ultimate tools for scientists to acquire new knowledge, but credit for discoveries will still be given to the ingenuity of the scientists behind them.