Well... no. Proof of work doesn't mean you the human have to do work. Bitcoin is a proof of work system but you don't calculate the numbers by hand.

The question there is if an acceptable amount of work (e.g. cpu/gpu work) on a mobile phone is a large enough deterrent for a bot.