Did Arya really Die in Game Of Throne

Maisie William who played Arya Stark in Game of Throne said it on Jimmy Fallon show. Wait what!!!

She said " I found out Arya died in second episode..."

So will all the Stark kids die? I don't get this show...

Will all men in GOT die?