This conversation features Gary Marcus, a psychology and neuroscience professor, known for critiquing deep learning, alongside Waleed Sabah, an expert in natural language understanding, and Connor Leahy, a proponent of large language models. They dive into GPT-3's strengths and weaknesses, the philosophical implications of AI creativity, and the importance of integrating reasoning with pattern recognition. The dialogue also critiques AI's limitations in understanding language and explores future possibilities for achieving true artificial general intelligence.