Maker's videoMobileye · 3 Sept 2026
Driving the Long Tail: Prof. Shai Shalev-Shwartz at CVPR 2026
Against the record
Mobileye Drive, from Mobileye, is at stage 3 of 5 on our ladder: pilot. Working with a named customer in a real setting. The latest milestone on its record is from 23 July 2026: Mobileye said its partner MOIA had begun testing with members of the public in Hamburg, with safety drivers aboard.
This video comes from the maker's own channel, and makers show their robots at their best. The stage above comes from dated public records, not from the video.
From the video's description
The hardest part of scaling autonomous driving is not just collecting more data. It is learning from the rare, safety-critical scenarios that are easy to miss inside massive datasets. At CVPR, Mobileye CTO Prof. Shai Shalev-Shwartz introduced Meteor, Mobileye’s approach to long-tail learning: using AI agents and vision-language models to discover difficult scenarios, identify reproducible failure patterns, and generate targeted variations for training and validation. Watch the presentation to see how Mobileye is tackling one of autonomy’s biggest challenges: turning edge cases into scalable intelligence. About Mobileye: Mobileye is leading the mobility revolution with its autonomous-driving and driver-assist technologies, harnessing world-renowned expertise in computer vision, machine learning, mapping, and data analysis. Our technology enables self-driving vehicles and mobility solut…
Written by Mobileye on YouTube.
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