ai

Autonomous red-teaming burns the deadwood out of the stack.

Why cultural totalitarians loathe open-weight, locally runnable AI: an un-capturable variable that breaks monoculture enforcement.

The anti-algorithm crusade is not a collectivist movement. It is a desperate defense of strict, hyper-individualist Digital Rights Management.

Liner notes for A Neural Network: every thought is a prompt, so retrain the model.

Quill gathers Canada's scattered public record into one place your AI can cite.

Quill is built by a fleet of agents; the rules matter more than the agents.

A model is a file of numbers, not a spell. The gate that works is the API key and the lawful-access demand, not a licence on the weights.

Outsourcing your thinking makes you stupid. A feedback loop with a machine can sharpen you, if the merge stays yours.

An owner, a router, and a bench of fast juniors who never touch production unsupervised.

Outsourcing hands over the admin password; delegating keeps it. That is the difference the gatekeepers cannot name.

An archived build: forty Canadian feeds, an AI filter, and a static site that tried to make the news worth reading.