Lower air resistance/friction and lower turbulence for the heads.
Wikipedia goes on to say the head could crash into a fingerprint or _smoke particle! So... how did my spinning rust laptop drive ever survive on my lap?
But then you have to have a case strong enough not to bend under the pressure difference.
At 1 atm, of course, helium has much lower density (and therefore lower viscosity). Nitrogen weighs 28 g/mol; helium just 4 g/mol.
Helium is a nice, nonreactive noble gas.