And what do you think about concept "Do fast and fail fast" meaning in general that you should give up idea (and startup that was based on this idea) as fast as you can if you find out that idea doesn't work?

I agree with "smart pivots" idea but "fail fast" is one thing that I don't understand in "Lean startup" concept as I'm quite persistent and I understand that in general it takes several years for startup to succeed.