Recent research highlights that advanced AI models struggle with complex mathematics, failing to solve new, unique problems designed to test their reasoning skills. Mathematicians from Epoch AI found that while some models occasionally produced correct answers, their reasoning often lacked depth, demonstrating low overall accuracy. This suggests that current AI capabilities do not yet extend to research-level mathematical reasoning, though future advancements may improve their performance in this area.