Under the guidance of Professor Matthew Schwartz, Anthropic's Claude Opus 4.5 underwent an extensive theoretical physics calculation process. This led to the creation of a high-quality research paper within a remarkably short period of 14 days, a stark contrast to the usual duration of a year for similar projects.