
Plain Strata
Plain Strata explains decentralized AI in plain language, for people who are curious but not yet expert. Two episodes a week: Tuesday's Pulse is the week's story, Thursday's Layer takes one idea apart, layer by layer. Hosted by Dastan Modubash, a solution engineer learning the field in public. The voices are AI-generated; the research and writing are human.
Episodes
Plain Strata: Why the Frontier Stays in One Room
The Thursday Layer. In late 2025, the team with the best claim to dislike centralized AI did the centralized thing: Prime Intellect, whose whole identity is training models scattered across homes and offices on different continents, put every chip for its strongest model, INTELLECT-3, in one building, and trained it the old way. Not a loss of nerve. A number. Every training step, thousands of proc
Plain Strata: The Permission Slip
The Tuesday Pulse. On Friday, the most powerful AI available to the public shipped, and to use the most capable version you first needed approval from the US government: around twenty companies, cleared case by case by the White House, after the model scored 96.7% on a cyberattack test and crossed the government's threshold for a high-risk system. The company complied, then asked that this kind of
When a Network Sells Itself
The Thursday Layer. On a decentralized AI network, the safest yield is paid by a machine that, every twelve seconds, sells off slivers of the very tokens the network is built on. No one decided the network was failing; it is just how the return gets paid, and the belt sells the thriving subnets and the dying ones with the same indifference. This episode takes apart a proposal, Root Reborn, that wo
The Off-Switch
The first episode of Plain Strata. This June, the most capable AI ever opened to the public went dark for the whole world, three days after launch, because of one letter. The United States Commerce Department ordered Anthropic to cut off every foreign national, and to obey a rule about some people, the company switched its model off for everyone. That is what an off switch looks like when someone
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