A lot of physics equations describe real quantities like E=mc2. We just kind of take it for granted. You can formulate quantum mechanics without complex numbers but they seem kind of fundamental to it in a similar way to how real quantities like energy seem fundamental to reality.

If everything is actually quantized, then real numbers do not reflect reality