They're copying Nixon's "Madman Theory", where by being violent and unpredictable they can extract greater concessions from their opponents. This is your "De-Escalation through Escalation" they were talking about a while ago.
Israel now views this as an existential conflict and is trying to disable their opponents while they still have enough munitions to do so.
I can think of two possibilities:
I hope they lose