MOST IMPORTANTLY, if the LLM makes the meta-problem of scam & fraud & general corporate irresponsibility more profitable then you use your regulatory apparatus to capture that profit center! make it financially ruinous to commit these crimes and you either dissuade the crime or make more money!
