Never mind, I solved it. Based on the FAQ, it's due to launching plutonium-launcher-win32.exe instead of just plutonium.exe, which happens I'm guessing when pinning to taskbar. You can edit the shortcut to be the actual plutonium.exe you downloaded or just open it again which will update it.