The horse is not white. If he would like to see Peter on a white steed, and in any sort of armor, it would be on a battlefield and his ride would be a unicorn.

He smiles, wryly. "No, that's actually the most sane explanation you could have given, and one of the least likely to get you stabbed, given that you'v stumbled onto the palace's grounds."