When a challenge loses, xp decreases ?

Answer 1

Yes. When you get to high levels winning a challenge gets you 1 xp while losing a challenge loses you about 30 xp. It gets really hard to level up.

Answer 2

Yes :-)

Answer 3

But you are the best, you won't loose any XP :P