They have extended it numerous times, that is what the federal unemployment tax is for.
The employee never sees the unemployment taxes that are paid, they are both paid by the employers.
I know the employer pays the tax, but I don't believe once a person is no longer collecting unemployment the government counts them as being unemployed... even though they may be unemployed, but out of benefits.