Winder: Geometry before Scale
A self-supervised model built with NVIDIA around the geometry of the heartbeat: the right coordinate lets a model do more with less.
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Lacuna: Missingness as Signal
Where the absence itself carries systematic information about the outcome, and everything built on what remains inherits the distortion.
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Sonata: A World Model of Human Motion
The first public TimeTrace Labs work, built with NVIDIA: latent-state prediction for motion under real world clinical constraints.
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Before Prediction
The systems we most want to model change continuously, and yet we almost never see them that way.
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