The corporate dream of running AI on budget hardware is the tech equivalent of asking someone to build you a Ferrari with Lego parts and a rubber band. First they want AI to handle its own authentication (because security is just a suggestion, right?), then they want to run it on a $5 VPS that struggles to host a static HTML page. And the AI's response? Pure existential dread that perfectly captures what goes through my mind during requirements gathering meetings. Next they'll ask if it can run in a browser, offline, with no dependencies, while making coffee and filing their taxes.