Raw LLM Responses

I’ve seen this cycle a few times already, just with different tech. Automation shows up, everyone panics, companies cut people, then a few years later teams are hiring again but for a different shape of work. What’s different this time is speed. Things that would take a decade to normalize might happen in a year. That’s what makes it feel scarier. I don’t really buy the “no new jobs” take though. New layers of coordination always pop up. Someone will need to define, monitor, and challenge what AI spits out. The jobs won’t look like today’s, and a lot of middle layers probably get thinner, but I’d be careful assuming it all just disappears. Feels less like the end of work and more like a reshuffle where the messy middle gets squeezed.