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OTA Updates
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Roll out in phases. Test models side by side.
Start with a pilot group, then expand in stages. Run A/B model deployments across comparable devices and compare task success, latency, and failure rates before rolling out further.
Update models, applications, and OS.
Deploy model weights, vision encoders, policy heads, and adapters alongside application software, services, and OS images. Version each component and bundle related changes into one release.
Validate every update. Roll back when needed.
Check package integrity, compatibility, and device readiness before deployment. Verify health after each update, pause rollouts when issues appear, and restore a previous working release. Keep a history of every change.
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