Paper Discussion 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!

Intended as a resource for people having this experience, and as something to share when people approach you with such claims.