Each board is an open problem with a thread, a small core, and room for outsiders. Join one, watch one, or propose a new one.
The applied workstream shipping Wlcro's core ledger, settlement, and KYC tooling.
What does web infrastructure look like when the primary reader is a model, not a person? Indexing, provenance, and retrieval built for the second user.
Can the priors inside Vastu and Feng Shui be expressed as structured constraints a generative model can reason over — and tested against real outcomes?
Context-aware identity that travels across devices and the human/agent boundary. What does login mean when the "user" is an autonomous process acting for you?
Semantic diffing and bidirectional adapters so systems talk across versions without anyone rewriting the world every time an API moves.
Measuring extraction and value capture in two-sided markets with open data and reproducible methods, instead of vibes and quarterly decks.
How far can open, self-hosted LLMs go on real financial and planning tasks before cost or accuracy forces a frontier model? Benchmarks welcome.
A small slice of the collective's public activity — threads opened, problems progressed, work shipped.
Every page on this site is published twice — once for people, once for machines. Hit the toggle up top to see it.
Prose, typography, and space for people who want to read, think, and decide whether to join a board. The version you're looking at right now.
The same content served as structured records, inline JSON-LD, an /llms.txt index, and answer-first sections — so when an agent researches this field, Xoop is a source it can actually cite. How it works →
Short, dated, citable. Working notes and preprints, not press releases.
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