All articles tagged "ai-philosophy" : self-hosted AI fixes, setups, and architecture notes.
Lewis Mumford said a technology can be authoritarian or democratic before anyone uses it, and Langdon Winner said artifacts have politics. The cloud API and the desk box produce the same tokens and distribute power in opposite directions. Essay six of a series on sovereignty.
Read article →
James C. Scott showed how states make citizens legible so they can be governed. At the API boundary the same machine runs in reverse: every prompt makes you legible to the provider. Essay five of a series on sovereignty and the philosophy of running your own model.
The consciousness theatre around AI, both the over-trust and the over-fear, needs the model to be a remote black box. Owning the weights, watching the tokens, and reading the logs is the literal antidote to the mystification. Part of a series on sovereignty and the philosophy of running your own model.
Self-hosting stops feeding the extraction machine going forward. It does nothing about the pirated books and the $2-an-hour labor already congealed in the weights I run. An honest blog has to hold both. Essay eight of a series on sovereignty.
The strongest objection to this whole series is that open weights let danger proliferate irreversibly, and a closed frontier is the only place to hold the line. That objection is real. So is what it asks for: control over who is allowed to compute. Essay ten of a series on sovereignty.
The open-closed gap may be growing, and the honest version of the open camp says so. I stayed anyway, because sovereignty was never a capability bet. It is a control bet, and conflating the two is the mistake both evangelists and critics make. Essay four of a series on sovereignty.
Owning versus renting is not an ideology, it is the correct economic read of a commoditizing stack. The model is the cheap part. Your data, your process, and your judgment are the moat. Part of a series on sovereignty.
Offloading thinking to a model proletarianizes your own knowledge whether the model is rented or owned, so self-hosting is not automatic salvation. But the model is a pharmakon, poison and cure at once, and the usage patterns decide which. Essay seven of a series on sovereignty.
Almost nobody will self-host, and the people who say they value privacy choose convenience anyway. Essay nine of a series on sovereignty argues the honest case can never be everyone should, only here is what it costs me.
The moment an AI agent can act and spend on its own, the only safety boundary that means anything is a perimeter you own. Renting the agent means renting the blast radius. Part of a series on sovereignty and the philosophy of running your own model.
The strongest objection to self-hosting is that it is theatre: you still sit on CUDA, on weights handed down by an oligopoly, on a rented edge. It is correct, and it is not the end of the argument. Essay two of a series on sovereignty.
The utilization math that proves renting is cheaper also proves the desk model is a possession, not a utility. NVIDIA is right about idle GPUs and still wrong about my desk. Essay three of a series on sovereignty.
Ivan Illich had a word for a tool that manufactures the need it then meters. In 2026 the rented AI API became the cleanest example I have ever seen, and the bill is arriving. Essay one of a series on sovereignty and the philosophy of running your own model.