Please re-read the line, there is a but before "on a deep social and ethical level, Facebook and its platform are not web-scale".

I think he meant for any company to be web-scale there are other sides of the story included too - having big, distributed data centers alone is not sufficient. There is a thing called "privacy" and "trust" which would scale throughout the internet, for which Facebook never had serious concerns, IMO.