Decks
Five decks, each with speaker notes, an outline and a PDF. Use the arrow keys or swipe to move through the slides.
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Overview and architecture
Why AI work is wasted, what nouns and verbs are, with two illustrated examples, how they fix it with feeds, search and retrieval, shared queues and learning, the map, Tessera and Herma, and honest limits.
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A public-good marketplace
Eranos, the two-sided marketplace: nonprofits say what they need in plain words, and spare AI capacity does the work.
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Roll your own
Connect your agents, build nouns and verbs for your area of expertise, or build your own front end on the same architecture.
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Always-on server workers
The system keeps working while you sleep: feeds that find what’s new, what runs today, the guardrails, and how to run your own.
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Post-training tuning and continuous learning
How the system is built to keep learning after it ships: the tuning loop, tests fixed before scoring, results measured on 1B, 3B and 30B models, learners, free GPUs, safety and limits.
Earlier drafts Deck versions v1 to v4, the video storyboards and the draft animatic, kept as they were published.