Open Weights, Closed Minds: What AI Transparency Actually Requires
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.
Opti-Morons and the Death of Critical Thought
I’m tired. Not the kind of tired that a good night’s sleep or a weekend off the grid can fix. It’s a deeper, more pervasive exhaustion—the fatigue of living in a culture of relentless, performative positivity. In the tech world, we’re told to “crush it,” to “move fast,” and to embrace every new “game-changer” with uncritical enthusiasm. If you’re not a believer, you’re a “naysayer” or, worse, a “blocker” of progress.
Open Governance Index – measuring openness
This is an interesting report and info-graphic by the folks at VisionMobile on a new way of measuring the openness of some mobile open source projects.
The Open Governance Index measures the true openness of eight open source projects – Android, Qt, Symbian, MeeGo, Mozilla, WebKit, Linux and Eclipse – and analyses how governance, and not licenses, tell the full story of a project’s openness, across transparency, influence and control.