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Natasha Vita-More's avatar

Sanders is often associated with a demonstrative political arrogance, grounded in a limited understanding of economic realities and an idealized view of socialism, in my view. I do not mean to ridicule any political view but this is too serious of an issue to not be critical of Sanders even if he seems to have a heart.

Mac Black's avatar

“return to the source of what brings us together in the first place: our common human bodies, human minds, human species — our compassion, our ambition, our fears. We have to go back to that commonality”

This is exactly right. You are building a strong foundation but the key ingredient in a powerful alternative is the constitution of this commonality: who is represented; who has agency; what are the terms of participation; and how do they exit if the structure does not serve them? Blockchain fits here as the key democratic tool.

You call out your mother’s social work and the Ubuntu tradition: the constitution of the helping relationship is prior to and more important than its content. Who is represented in the room. Who has agency over the terms. What happens when the relationship fails the person it was supposed to serve. Whether they can exit without losing everything they contributed to it.

Your mother didn’t just deliver services. She built and maintained covenants — relational structures in which the dignity of the person being helped was architecturally prior to the efficiency of the system helping them. When those structures failed — when the agency became extractive, when the caseworker’s incentives diverged from the client’s needs, when the person had no exit except deeper dependency — she saw what that cost. Not just in outcomes but in the specific moral injury of a system that consumed the suffering of the dispossessed without return.

That’s the missing ingredient in your decentralization vision. You’ve correctly identified that Bernie’s nationalization proposal answers the wrong question — ownership is surface, governance is structure. You’ve correctly identified that open-source and decentralized AGI networks are more promising than government-plus-corporate oligopoly. But decentralization without covenant is just fragmentation at smaller scale. A thousand small extractive models are not better than one large extractive model. What makes the difference is not the size of the node but the constitution of its terms: who contributed to the corpus, under what governance rights, with what enforced exit if those terms are violated.

This is where your blockchain substrate becomes architecturally essential rather than ideologically preferred. The covenant needs teeth. Specifically:

Corpus provenance on-chain: every contribution to a local training corpus — a clinical note, a crisis transcript, a care worker’s documented dignity refusal — carries its consent terms as an immutable hash. The model trained on that corpus carries a verifiable provenance chain that determines what uses are permitted under whose governance. Not as a legal agreement but as an architectural constraint.

Cryptographic exit as the covenant’s enforcement mechanism: if the governance structure violates the terms under which a community contributed its signal, they invoke exit. Their contributions are flagged in the provenance chain. The model’s outputs derived from those contributions are marked revoked. Compensation flows trigger automatically. You don’t sue — you exit, and the exit costs the violator their most valuable signal. This is what makes democratic accountability real rather than procedural.

Federation governance weighted by acuity and marginalization rather than token holdings: when local models federate into shared models, the governance voting structure weights contribution by the structural depth of what the corpus captures — not by data volume, which privileges the already-advantaged, but by diagnostic specificity, which privileges the populations whose experience reveals what the system most needs to know about itself. The lessons of the dispossessed are most epistemically dear to the general covenant.

I am a psychiatrist working on building this around Harborview Medical Center for the benefit of the dispossessed of King County. This is your front yard (beyond the moat) and a natural partnership to demonstrate the power of locally constituted training corpora and governance. We should talk.

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