[inder1]

The feedback loop described here is what stuck with me — AI improves, companies cut headcount, savings go back into AI, AI improves. No natural brake.

The article puts a specific number on it: a $180K PM replaced by a $200/mo AI agent. I've been building a tool that lets you run this kind of scenario on your own career — scores your AI exposure and simulates paths that reduce it.

One thing I've found from running hundreds of simulations: augmenting your current career with AI consistently leads to better financial outcomes over 5-10 years than pivoting to a new field entirely.

The best move isn't to run — it's to adapt in place. Free to try: parallaxapp.world