open-source

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

A small Canadian company on owned hardware, an open licence, and no lock-in.

Governance is not a political crisis, it is a broken runtime. The fix is engineering: forced transparency, laws as pull requests, and a client for citizenship.

Self-custody is root for money. Crypto extends free-software ethics to value. Fiat is dishonest by design, and the hardware habit that mined is the same habit that runs an open model.

Leaving the long-running Windows install is the concrete version of every sovereignty metaphor on this site. Linux is legible. Open source is not weaker. Omarchy is an escape hatch, and the doctrine's rallying cry is not mine.

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.

Why I broadcast my thinking in the clear: grace to myself, a gift to the reader, and free QA from every critic.

Pharma, regulators, media and cloud AI demand compliance while withholding the data needed to verify them. The right stance is zero-trust.