How This Roadmap Works
Most platforms build what users request. We build what peer-reviewed research says will actually work. Every feature on this page will have passed through our verification pipeline before it went into code.
A feature moves from "Research Pipeline" to "Built & Live" only when: the underlying studies pass our Skeptic Protocol, the certainty tier is strong enough to justify building on, and the implementation matches what the science actually says — not what we wish it said.
Some findings might never make it from pipeline to live. That's the point. We don't ship things that sound good. We ship things that are well-supported.