Research, with receipts.
This wing holds the exploratory work — held to the same standard as everything else on this site: pre-registered predictions, public datasets, documented self-correction, and no claims that outrun the evidence. Exploratory engineering, not a research credential. For science heads and the curious.
Two open threads.
Wave-Field Experiments
Testing band-specific predictions about field dynamics in neural computation against a public human intracranial dataset — DANDI 000623, 255 spike–LFP pairs across three subjects — with two-method convergence (Granger causality + KSG transfer entropy with surrogate significance testing). The current finding: the effect appears through phase, not power; an envelope-based analysis returned a false null. Where the two methods disagree, that's recorded too — beta band disagrees, gamma is inconclusive, and significance rates are low. Preliminary, and written down honestly.
Atlan Cockpit
An AI-native engineering cockpit — chat, editor, terminal, live preview, agent fleet, and build pipeline in one loopback-bound surface, orchestrating coding agents and a home model node: six local models hot-swappable from inside the cockpit (currently a 35B mixture-of-experts on consumer hardware), used as the free bottom rung of a checker-gated escalation ladder — local model → cheap cloud → frontier. Apache-2.0, with a published security doc that lists the gaps that are still open rather than only the ones that are closed.
Papers & notes. No gates.
Long-form write-ups of the research work publish here — full text, open access, no email wall, ever. Own platform, own rules: if it's worth writing, it's worth reading without handing over an address first.
First papers are being prepared for publication now. Check back, or watch @jviruet83 for release notes.