Your LLM-assisted scientific breakthrough probably isn't real

Many people have been misled by LLMs into believing they have an important breakthrough when they don't. If you think you have a breakthrough, please try the reality checks in this post (the first is fast and easy). If you're wrong, now is the best time to figure that out.

Because no science was involved.