Games should have difficulty options, and players should be able to change it whenever they want. Last week I was playing an RPG on hard and I couldn't defeat a boss, normally I would have grinded until I had enough level to beat it but since I no longer dispose of much time to play I lowered the difficulty for that fight and I beat the boss.
That's how difficulty should be handle imo.