There’s a conversation happening in the AI community right now that’s making me increasingly uncomfortable, and it’s got nothing to do with whether machines will eventually take over the world. It’s about nationalism, paranoia, and how we’re letting geopolitics strangle technological progress.

Picture this: you’re working with clients who need AI solutions that are completely air-gapped—no cloud services, no data leakage, ever. National security type stuff. Your only option is open-weight models running in closed environments. Sounds straightforward enough, right? Except there’s a catch: your clients won’t touch Chinese models with a ten-foot pole. “National security risk,” they say, as if the model weights contain some sort of digital time bomb waiting to unleash chaos.

Four months ago, someone lost their job. Now they’re staring at job listings showing 1,746 applications and wondering if they’ll ever hear back. Meanwhile, their mortgage repayments are about to get squeezed by another interest rate rise. It’s a scenario that’s playing out across Australia right now, and honestly, it’s both more complicated and less dire than those numbers suggest.

I’ve been thinking about this a lot lately, partly because I work in IT and DevOps where the job market has become particularly weird, and partly because those application numbers are genuinely bonkers. But here’s the thing that emerged from a discussion I saw recently: those numbers are essentially meaningless.

I’ve been thinking a lot lately about what numbers mean to us. Not in a mathematical sense, but in that psychological way where certain figures become cultural markers. You know, like how $1 million used to be the definition of wealth, or how $100,000 was once the salary that meant you’d “made it.”

That second one particularly interests me because I’ve been watching it lose its lustre in real-time. Someone online recently pointed out that the median full-time salary in Australia is now sitting just over $104,500. Let that sink in for a moment. The median – meaning half of all full-time workers earn more than this. A hundred grand isn’t aspirational anymore; it’s literally average.