If you pick a large bank, your deposit is within the limit for federal insurance, I guess you could say it is risk-free.
Who insures the insurer?
The insurer is the FDIC and the FDIC is backed by the US government who can essentially print near unlimited amounts of money without causing massive inflation. The FDIC also can raise premiums that they charge banks for insuring the deposits.
