Upgrading Your Fleet into an AV Data Engine - Scale AI

As OEMs move from intense R&D to scaled production for advanced self-driving systems, the key to continuously improving system performance is creating a data engine. Data engines leverage the scale of production fleets to detect system failures in real-time and iteratively improve ML performance.
In this talk, Ben Levin and Kate Park will discuss industry-leading data engines, how to enable data engines with modern production sensor suites, and how leading OEMs can leverage data engines to reach production quality in complex driving scenarios.
Learn more about Scale AI's work powering self-drive models here: scale.com/self-driving-cars