The error in this argument is that electricity is real.

Indeed, and I'd go even further. In addition to existing, electricity is also usefully defined - which helps greatly in establishing its existence. Neither unicorns nor AGI currently exist but at least unicorns are well enough defined to establish whether an equine animal is or isn't one.