Advancing AI: From Supervision to Autonomy

This chapter explores the limitations of supervised learning in AI and advocates for less supervised methodologies like self-supervised and reinforcement learning. It also highlights the advancements in generative models and the implications of AI in scientific research, particularly in addressing complex global challenges.