The conversation highlights the importance of understanding human emotions when developing AI and machine learning models, and how this can be challenging due to the interactive and ethical nature of the topic. Despite this challenge, experts believe it is crucial to build intelligent machines that are not emotional, as it can affect the output and efficiency of the models.