It used to always be dark for me, now after updating my machine (yesterday) it has been white (light), and it's really annoying:
I realized that if I make it Dark Mode then it looks normal, however I don't like dark mode for everything else.
The search box used to always be dark (Even though I've always been in light mode)
I've also found this page on Microsoft, however, I couldn't find much other than Dark mode.
Update:
I tried messing with the registry and this is what I got:
Note how it's also not aligned properly... either way it switched back after a restart. Guess I'm gonna have to wait for Microsoft to fix this, arghh