Researchers are exploring ways to improve the performance of large language models, with some focusing on their ability to think critically about complex problems. There is debate, however, about the true nature of intelligence in artificial intelligence, with some experts arguing that large language models can be intelligent, while others claim they will never achieve true intelligence. The development of these models is ongoing, with various approaches being tested, including self-doubt and debate mechanisms to enhance their mathematical reasoning.