For austerity to work before your forced into it you need a multi decade commitment to gradual spending reductions or significant external stimuli. The US could for example cut military spending by 75% today and still be just as safe. The problem is simply flooding the job market with such people. However cut 3% a year and you have few short or long term problems as people naturally leave jobs and you just avoid highering. Increase the retirement age slowly and the personal impact is minor, cut benefits directly and you destroy lives.
PS: Also slowly cutting back government like that withought reducing taxes reduces short term economic growth. The advantage is keeping a good credit raiting and avoiding default but it's still painful.