If the Caps Lock turns on and off by itself on Windows 11/10, it could be a software or a hardware fault. Before jumping to a conclusion, see this post.

Laptop Caps lock blinking continuously If your laptop Caps lock keeps blinking continuously with no display, use the suggestions provided in this article and see which one helps fix this problem.