(Safer != inherently safe, to be clear)
No, it wasn't, and no, it doesn't. (The usual, but also wrong, story is that it was coated in solid rocket fuel.)
The problem is that we can't make new helium, and the rate at which it's being used far exceeds what we capture from natural gas production. A decade ago this was considered a serious problem. https://phys.org/news/2010-08-world-helium-nobel-prize-winne...
Might be the ultimate damper on the technology too. (Though I still think it won't get off the ground, antennas getting cheaper all the time.)
Hydrogen very much can and does go "boom".
https://chemistry.stackexchange.com/questions/8498/how-explo...
The same effect is why natural gas stoves don’t explode in normal use.
https://www.forbes.com/sites/brucelee/2019/05/24/there-is-a-...
Afaik the jist of it is that once it is used it escapes the atmosphere and there is a finite amount of it.