Lab · 01
Independent R&D across AI, security, and markets. We publish open work here — and deliver research on commission as a service, for clients worldwide.
Every solution we ship runs in our own operations first. The constraint sounds like overhead — it's the reason our systems survive contact with reality.
Knowledge becomes retrieval, skill becomes fine-tuning, outcome becomes optimization. A practical map of how we turn the best open models into a profession for a specific business.
May 12, 2026Contactless monitoring from ambient signals — reading an environment without putting a camera or a wearable anywhere near a person.
Apr 22, 2026Findings of our January 10–30, 2026 study: why health data doesn't work without synthesis, how a four-layer 'living strategy' architecture is built, what agentic models change — and what regulation and ethics have to say.
Jan 30, 2026Can a space be read through the reflections of ordinary WiFi — no cameras, no wearables? Channel physics, the open science, and the conclusions that became the Qvijin Aura product by March 2026.
Jan 20, 2026