Posts tagged: Sleep

22 posts found

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A data visualization dashboard showing algorithmic learning patterns, representing how smart rings build personalized baselines over time

Sleep · Privacy · On Device Ai

How Smart Rings Learn Your Body (and Why the First Two Weeks Matter)

Your smart ring is guessing for the first two weeks. Every sleep score and recovery metric is built on population averages until the algorithm learns what normal looks like for you. Most companies do not tell you this clearly. Pulsyn does.

James Hoffmann

May 30, 2026 12 min read

Macro photograph of finger skin showing the dense capillary network near the surface. The biological reason transmissive PPG works better at the fingertip than the wrist.

Sleep · Wearables

Why the Smart Ring Form Factor Is Better for Sleep Than the Wrist: A Physics Argument

The wrist is the worst place to measure heart rate during sleep. It is too thick for transmissive PPG, too prone to motion artifact, and too thermally unstable. The finger wins on every metric that matters for overnight biometrics.

James Hoffmann

May 29, 2026 13 min read

Thermal imaging of a human hand showing heat distribution. The kind of raw signal most smart rings average away

Sleep · On Device Ai · Wearables

What Skin Temperature Actually Tells You (And Why Most Rings Get It Wrong)

Skin temperature is a proxy for blood flow, circadian phase, and autonomic tone. Most smart rings average it into a single nightly number. We do not.

James Hoffmann

May 28, 2026 14 min read

A serene bedroom scene representing quality sleep

Sleep · Wearables

How Pulsyn Calculates Your Sleep Score: A Transparent Look at Our Algorithm

The complete math behind your sleep score. Personalized baselines, five weighted components, and how it compares to polysomnography.

James Hoffmann

Jan 14, 2026 11 min read