1) Yes. All players start with one card on their mat.
2) All cards go back to the hands of their players (other than the card that is lost due to a failed challenge).
3) It's if a player has one card *total*. Since everyone starts with one card in front of them already, then that player cannot play a card if it reaches their turn, and they are required to begin the challenge.
Thanks for the fast response!