FiveAI Report on Autonomous Vehicle Safety Certification

FiveAI has published an autonomous vehicle safety approach that includes independent verification, transparency, and data sharing. (I provided inputs to the @_FiveAI  authors.)Here is a pointer to the summary on Mediumhttps://medium.com/@_FiveAI/we-need-an-industry-wide-safety-certification-framework-for-autonomous-vehicles-fiveai-publishes-1139dacd5a8cIt's...

Webinar on Robustness Testing of Perception

Zachary Pezzementi and Trenton Tabor have done some great work on perception systems in general, and how image degradation affects things.  I'd previously posted information about their paper, but now there is a webinar available here:    Webinar home page with details...

Potential Autonomous Vehicle Safety Improvement: Less Hype, More Data (OESA 2018)

I enjoyed being on a panel at the Annual OESA Suppliers Conference today. My intro talk covered setting reasonable expectations about how much safety benefit autonomous vehicles can provide in the near-term to mid-term. Spoiler: when you hear that 94% of all road fatalities are caused by bad and impaired drivers, that number doesn't mean what you...

Uber ATG Safety Report

Summary: Uber's reports indicate that they are taking improving their safety culture seriously. Their new approach to public road testing seems reasonable in light of current practices. Whether they can achieve an appropriate level of system safety and software quality for the final production vehicles remains an open question -- just as it does for...