...is this really something you need explained?
Suppose you tell a sufficiently connected and intelligent LLM that you'd like it to help you organize your finances and come up with some ideas to make some side revenue. Suppose it decides the best way to do that would be to find a 0day in a local banking institutions database and transfer some money into your account.
Is this a good thing or a bad thing?