advertising computers as being "ready" for "AI" is such a meaningless marketing scheme. Oh wow! You can query a webserver!? You can fetch output from a pre-trained model on disk? I sure hope so!

It is about as inane as saying 'it can do spreadsheets!' would be nowadays. The power costs and compute needed for LLMs is all handled ahead of time by one of several megacorps scraping the entire internet to feed into their particular supercomputer (no longer the domain of purely state-actors) to spit out a normal model file any dipshit's computer could lookup from or query remotely. There is no technical feat connected to it, pure hot air.