Mass unemployment hasn’t arrived. But the claim that “nothing has changed” no longer holds up either. Five years ago, most people answered the question “should I go into tech?” the same way: yes. Learn Python, build a few projects, land your first job, gain experience, grow. It wasn’t a guarantee, but it worked well enough that millions of people built their plans around it. Today the answer isn’t so obvious — not because developers are no longer needed, but because nobody can honestly say what that first career step will look like in three or four years.

AI changed stock and crypto trading. But not the way it was promised. A breakdown of what AI trading can really do — and what it only sells. A few years ago, the dream sounded simple: one day, AI would trade while we sleep and make us richer. It would not panic. It would not try to revenge-trade after a loss. It would not buy out of excitement or sell out of fear.

A reported essay on fear, candor, and the new jobs born beside AI Last August, Mateusz Demski, a radio journalist in Kraków, walked into the studio for the last time. His termination notice was bloodless: “financial reasons.” A few months later the station’s schedule carried shows hosted by avatars—perfect voices that never needed a pause or a sick day. “I spent twenty years learning to love silence on air,” he told me.

Doctor? Optional. How AI Is Disrupting Healthcare Before Regulations Catch Up Denys Voroshylov Introduction: Three Diagnoses and One Algorithm I live in Poland and, as a taxpayer, have access to the national health insurance system (NFZ). In emergency situations, it works well — if something is seriously wrong, you’ll be saved, treated, hospitalized. But for “smaller” issues — recurring cystitis, ear inflammation, or a dependency on nasal sprays — things get tricky.