GaitAI Insights

Ideas in motion.

Research, engineering and perspective on how machines understand human movement. Every story can be explored, not just read.

12 stories · Latest Oct 14, 2026

Stories · page 02 of 02

Drag to add assessmentsOne reading
Five assessments on a timeline, a declining trend, and a cone of possible directions opening from the latest reading.

A Fall-Risk Score Is Not Enough

A single assessment tells us how someone moves today. Longitudinal movement analysis asks the more useful question: how is that movement changing?

Mobility4 min read

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Tap a stream
Four input streams converging on one fusion node — one missing, one corrupted — with an uncertainty band leaving it.

When Fusion Looks Better Than It Is

More modalities and more complex fusion do not automatically mean better evidence. Five questions that expose whether a multimodal result is genuinely convincing.

Research5 min read

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