A physicist spent a year of his life and ~500 pages of hand calculations for quantum gravity in his PhD thesis, but Opus 5.5 did it in 10 hours, including the article and GitHub repo. And it even found the errors. What will "labor" mean in academia from now on?

Explain Like I'm Normal

A viral claim suggests that Anthropic's unreleased Opus 5.5 model replicated a year's worth of manual quantum gravity calculations and coding in under a day. While the source is a community post, it highlights the looming crisis in academia where LLMs can identify errors in complex theoretical physics faster than peer reviewers. This signals a shift from 'doing the math' to 'verifying the machine.'