Essays, analysis, university assignments, and technical notes across AI governance, digital policy, and public sector technology.
I built a little widget that lets readers anonymously rate how much any post smells of AI slop: a slider from human craft to pure slop. Here's the design, the privacy tricks, and the small mistakes I made along the way.
Read more →When government acts on your behalf, what record do you get? The accountability frameworks for agentic government build the supply side of the audit trail without specifying the citizen-facing output. The case for an Agentic Transparency Standard.
Read more →We are approaching a point where government services can be delivered not just digitally, but autonomously. This is what that means for public accountability, trust, and the future of public service work.
Read more →Evasion attacks, data poisoning, and model stealing are not theoretical concerns — they're active threats to AI systems in high-stakes environments. A practical overview for technical leaders who aren't researchers.
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