Six months ago I pulled a local language model onto my laptop. Took about 12 minutes with Ollama. No account, no API key, no data leaving the machine. It felt like a small act of sovereignty — exactly the kind of local-first approach I’d been arguing for.

Then I started using it. And I noticed something.

The model’s cultural centre of gravity was somewhere around San Francisco, circa 2022. Ask it about food systems and it defaulted to commodity agriculture and supermarket supply chains. Ask it about community governance and it reached for American municipal frameworks. Ask it about traditional land management and it gave me a careful, earnest summary that read like it had been assembled from university anthropology papers — not from anyone who had actually grown anything, or sat with the country long enough to know it.

In 2020, journalists asked Australian police forces whether they were using Clearview AI — the American company that scraped three billion social media photos without consent to build a facial recognition database. The answer, from several state forces and the AFP, was no.

Then Clearview suffered a data breach. The stolen customer list included Australian law enforcement agencies. At that point, the denials stopped.

That sequence — quiet adoption, public denial, disclosure only under external pressure — is the pattern. Last week I wrote about the cultural conditions that make it possible: the institutional trust, the “she’ll be right” pragmatism, the absence of organised civil liberties infrastructure that might have generated friction. This post is the inventory. Here is what Australia has actually built, layer by layer — and what you can do about it.

If you have spent any time in the off-grid radio scene over the last few years, you know the frequency divisions. You either ran on the sub-GHz bands (915 MHz in Australia and the Americas, 868 MHz in Europe) for long-range, bush-penetrating reliability, or you accepted the high-congestion limits of local Wi-Fi. It was a trade-off we took for granted. If you wanted to send a message across 10 km of dense stringybark, you needed the long waves. If you wanted global hardware standardisation, you looked elsewhere.