I think a big problem is that helium is a very scarce Resource and which we get only from fossil fuels. Much helium has been wasted in the past couple of decades and prices of it will only go up as its scarcity increases. It's really highly needed for medical equipment and other things and I can't see it being used in bulk for this purpose.
Now using hydrogen has been mooted, using newer technologies to keep it safer. I love this idea mentioned in this thread of a vacuum glimpse as well