Cal discusses the value of pursuing a PhD in various fields, highlighting the economic perspective of obtaining a master's degree versus a PhD, and the exception in AI and machine learning where original research can lead to lucrative opportunities. He emphasizes the importance of making informed decisions based on individual career goals and evidence.