Algorithm TransparencyReproducibilityWearable Research
89% of Smart Ring Studies Use Algorithms Nobody Can See: The Transparency Crisis in Wearable Health
A new systematic review finds 89% of smart ring studies rely on proprietary algorithms that nobody outside the company can inspect. Here is what that means for the data on your wrist (or finger).
James Hoffmann Jun 25, 2026 · 1 min read