Reading path
The case for owning your own model
Thirteen short essays, one thinker each, on why running your own AI matters. Read top to bottom: the argument is a sequence, and each piece concedes its strongest objection before answering it.
13 articles, in reading order
- The Radical Monopoly of Convenience
Ivan Illich had a word for a tool that manufactures the need it then meters. The rented API is the cleanest case, and the bill is arriving.
- I Moved the Dependency, I Didn't Remove It
The honest limit. You still sit on CUDA and borrowed weights, so sovereignty is relocating a dependency into one you can see, not escaping it.
- My Spark Idles at 22% and That's the Point
The utilization math that proves renting is cheaper also proves the desk machine is a possession, not a utility. Idle is the wrong word.
- The Gap Is Widening and I'm Staying Anyway
Conceding that open models may never catch the frontier, and staying anyway, because sovereignty was always a control bet, not a capability bet.
- Legible to the Model
Every prompt makes you readable to the provider. Self-hosting is the peasant's metis, illegible by construction.
- Authoritarian and Democratic Inference
Two technically identical ways to get the same tokens can carry opposite politics. The architecture decides before anyone uses it.
- The Pharmakon on My Desk
The self-critical one. Offloading thinking is poison and cure at once, even on a machine you own. The dose is the hand, not the tool.
- Receiving Stolen Goods at 60 Tokens a Second
The hardest one. Self-hosting stops the data and labor extraction going forward and cannot undo what is already congealed in the weights.
- The Privacy Paradox Is Real and I'm the Exception
Almost nobody will self-host. So the honest case is never everyone should, it is here is exactly what it costs me and what it buys me.
- Safety Is the Name of the Centralization
The capstone. Steelmanning the irreversible-proliferation case for closed models in full, then naming the centralization inside the word safety.
- The Model Is the Cheap Part
The economic read. The model is the commoditizing component and your data is the moat, which is exactly why you own the cheap part.
- When the Agent Transacts
When agents start spending on their own, the only real safety boundary is a perimeter you own. Renting the agent rents the blast radius.
- Owning the Weights Kills the Magic Trick
The consciousness theatre needs the model to be a black box. Run it on your desk and the soul resolves into matrix math you can inspect.