Grok hits 99.9% accuracy spotting rocket debris for SpaceX

What happened

What SpaceX actually deployed Kiko Dontchev, SpaceX’s Vice President of Launch, announced the deployment on November 9, 2026. Technicians snake it into tight internal spaces in hardware that can’t easily be opened up. SpaceX is a space company based in Hawthorne.

The integration of AI in aerospace inspection enhances safety and efficiency, potentially revolutionizing industry standards and practices.

The company says xAI’s model now flags foreign object debris in borescope footage with 99.9% accuracy. Human inspectors doing the same task land at approximately 94%.

That gap is a big deal when a single missed fragment can end a mission. Dontchev has spent 16 years at the company.

He framed the rollout as a meaningful boost to engineering speed. The task involves a borescope, essentially a thin camera on a flexible tube.

The resulting video then has to be reviewed for anything that shouldn’t be there. That “anything” is what the industry calls foreign object debris, or FOD.