Jose discusses the complexities of evaluating AI performance through competitions and benchmarks. He highlights how certain questions can mislead interpretations of results, emphasizing the need for deeper analysis. By applying these insights to Atari games, he sheds light on the capabilities and limitations of current technology, moving beyond surface-level results.