Trends in the Application of Large Models: The article mentions how large model AI is rapidly infiltrating various industries, but at the same time exposes the logical reasoning flaws of large models. Limitations of Knowledge in Large Models: A founding member of OpenAI candidly stated that the knowledge of large models is much more incomplete than you might imagine. Tests in both fictional and real scenarios indicate that large models suffer from a 'Reversal Curse' and are unable to perform reverse reasoning. Doubts About the Reliability of Large Models: Logical reasoning forms the basis for large models to solve problems correctly. The Reversal Curse indicates deficiencies in the reasoning capabilities of large models, which may impact various important application areas.