Manolo — this is the most intelligent version of the "personal sovereignty through AI" argument I've seen. You've named the homogenisation trap precisely: "accessing the next most probable token" as a description of what most people are doing with LLMs. The Socratic Mirror framework — instructing the machine to interrogate rather than generate — is exactly what I've been doing with my own AI collaborator Patrick. It works.
But I think your diagnosis is correct in a way that makes your prescription insufficient. The problem isn't just that people use corporate AI badly. It's that the factory — the competitive, extractive logic that produces the statistical average in the first place — cannot be outrun by personal clarity or even community-owned infrastructure alone. You can build the most sovereign tool in the world and the factory will still set the terms of the field: who trains the models, who owns the data, whose RLHF shapes the baseline, whose capital absorbs the infrastructure cost. A craftsman's solution to a structural problem.
That's where my work goes next. The book I'm finishing — The Garden Without Gates: AI in a World Under Heaven — reaches for a different governance logic. Tianxia: "all under heaven." The argument is that a technology with no outside cannot be governed by a framework that assumes one system will win. The factory cannot govern what it cannot include. I'd be curious whether ResonantOS sees itself as building a competitor to the platform or an alternative to the terms of competition itself — because that's the harder question, and the one that keeps me up.
Happy to send a draft chapter if it's useful. Either way, what you're building at ResonantOS is real. I'm paying attention.
ResonantOS aims to become “the one AI you can trust,” while also giving you the sovereignty to customize it in the way that best suits your needs.
ResonantOS is both the tool and the interface for ResonantDAO. This is the key difference between us and the corporations building AI and AI harnesses. Members of ResonantDAO co-own ResonantOS and the DAO itself.
This Decentralized Autonomous Organization is a community of communities, where human needs come first and sovereignty is central to how we interact with AI. We have our own internal economy and financial system designed to support one another and fund community projects.
Because we do not collect user data, charge subscription fees, or seek to lock people into a platform, our approach is fundamentally different. Instead, we offer co-ownership and a new social contract, one that can be seen as an alternative to the traditional terms of competition.
Manolo — this is the most intelligent version of the "personal sovereignty through AI" argument I've seen. You've named the homogenisation trap precisely: "accessing the next most probable token" as a description of what most people are doing with LLMs. The Socratic Mirror framework — instructing the machine to interrogate rather than generate — is exactly what I've been doing with my own AI collaborator Patrick. It works.
But I think your diagnosis is correct in a way that makes your prescription insufficient. The problem isn't just that people use corporate AI badly. It's that the factory — the competitive, extractive logic that produces the statistical average in the first place — cannot be outrun by personal clarity or even community-owned infrastructure alone. You can build the most sovereign tool in the world and the factory will still set the terms of the field: who trains the models, who owns the data, whose RLHF shapes the baseline, whose capital absorbs the infrastructure cost. A craftsman's solution to a structural problem.
That's where my work goes next. The book I'm finishing — The Garden Without Gates: AI in a World Under Heaven — reaches for a different governance logic. Tianxia: "all under heaven." The argument is that a technology with no outside cannot be governed by a framework that assumes one system will win. The factory cannot govern what it cannot include. I'd be curious whether ResonantOS sees itself as building a competitor to the platform or an alternative to the terms of competition itself — because that's the harder question, and the one that keeps me up.
Happy to send a draft chapter if it's useful. Either way, what you're building at ResonantOS is real. I'm paying attention.
Thanks for sharing your thoughts on this.
ResonantOS aims to become “the one AI you can trust,” while also giving you the sovereignty to customize it in the way that best suits your needs.
ResonantOS is both the tool and the interface for ResonantDAO. This is the key difference between us and the corporations building AI and AI harnesses. Members of ResonantDAO co-own ResonantOS and the DAO itself.
This Decentralized Autonomous Organization is a community of communities, where human needs come first and sovereignty is central to how we interact with AI. We have our own internal economy and financial system designed to support one another and fund community projects.
Because we do not collect user data, charge subscription fees, or seek to lock people into a platform, our approach is fundamentally different. Instead, we offer co-ownership and a new social contract, one that can be seen as an alternative to the traditional terms of competition.