Technical articles · 2026.01.21

Zoox sensor-staleness handling and fusion robustness

Solving sensor staleness

Overview

Zoox describes training its perception model to use some delayed sensor data rather than discarding all stale inputs. It discusses robustness training and evaluation and proposes distinguishing minor delays from persistent or severe sensor failures.

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