As the temperature of air increases average kinetic energy of the molecules increases, thus the average speed of molecules increases, thus the collision rate of the molecules increases. In air the thermal (kinetic energy of molecules) energy between the molecules is transported when they collide. So if the collision rate is more the rate of transportation of thermal energy between the molecules is more. Thus the conductivity of air increases with temperature.