I see no advantage to removing the AIS. Unlike some of the old air pumps on automobiles it takes zero power to operate. It does in fact reduce emissions with no adverse affect on the bike. The added weight is insignificant. So if you can help the atmosphere, required or not, at no cost to you why not do it. If you are getting excessive popping in the exhaust something else is wrong or the AIS is broken. An overly rich fuel mixture or exhaust leak are likely culprits.
The AIS is simply a siphon that siphons air into the exhaust. The engines exhaust is already hot and has unburned fuel in it. Given a little oxygen this wasted fuel HC & CO will burn in the exhaust pipe rather than pollute our atmosphere. The AIS valve is a simple vacuum operated valve that controls the amount and timing of the air entering the exhaust. It shuts the airflow off during deceleration, high vacuum. It also prevents exhaust from pushing back up into the air filter.
Mike