The Consumer AI Squeeze Is Here

We have officially reached the end of the unmetered AI honeymoon phase. Tech giants are rapidly moving away from flat rate subscriptions, introducing rolling compute bars and strict hourly caps to protect their heavily strained GPU infrastructures. This sudden squeeze completely breaks heavy user workflows like novel drafting or deep academic research. Long chat histories now incur a massive context tax, meaning one complex prompt can vaporise an entire afternoon allowance in minutes. Ultimately, the era of treating cloud supercomputing like an infinite, completely free resource has vanished. We are entering a highly nuanced reality where digital intelligence is a rationed utility, inevitably forcing schools, creative writers, and broader industries straight back to traditional, analog methods of human critical thinking. How are you adapting your workflows to these new usage caps?