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Uber Self-Driving Car Fatally Strikes Pedestrian Elaine Herzberg in Tempe

Critical

Uber's self-driving test vehicle fatally struck pedestrian Elaine Herzberg in March 2018 when AI perception systems misclassified her multiple times and failed to predict her path. NTSB investigation revealed disabled emergency braking and inadequate safety protocols.

Category
Safety Failure
Industry
Technology
Status
Resolved
Date Occurred
Mar 18, 2018
Date Reported
Mar 19, 2018
Jurisdiction
US
AI Provider
Other/Unknown
Application Type
other
Harm Type
physical
People Affected
1
Human Review in Place
Yes
Litigation Filed
Yes
Litigation Status
settled
Regulatory Body
National Transportation Safety Board
autonomous_vehiclesfatalityperception_failureemergency_brakingsafety_driverNTSBpedestrianself_drivingtesting

Full Description

On the evening of March 18, 2018, at approximately 9:58 PM, a modified Volvo XC90 operating in autonomous mode as part of Uber's self-driving car testing program struck and killed 49-year-old Elaine Herzberg as she crossed Mill Avenue in Tempe, Arizona. Herzberg was walking her bicycle across a four-lane road outside of a designated crosswalk when the collision occurred. The vehicle was traveling at approximately 38 mph in a 35 mph zone at the time of impact. The National Transportation Safety Board's comprehensive investigation, released in November 2019, revealed critical failures in Uber's autonomous driving system. The vehicle's perception system first detected Herzberg approximately 5.6 seconds before impact at a distance of 377 feet, but initially classified her as an "unknown object." As the vehicle approached, the system reclassified her as a "vehicle" and then as a "bicycle," but never correctly identified her as a pedestrian. This misclassification prevented the system from accurately predicting her path across the roadway. Crucially, Uber had disabled the Volvo's factory-installed automatic emergency braking system and had not yet fully implemented its own emergency braking capabilities for the test vehicles. The NTSB found that if either system had been operational, the collision likely could have been avoided or the severity significantly reduced. The safety driver, Rafaela Vasquez, was watching a television show on her phone for much of the trip and looked up just 0.5 seconds before impact, too late to intervene. The incident marked the first recorded fatality involving a fully autonomous vehicle in public operation and triggered widespread scrutiny of self-driving car testing protocols. Uber immediately suspended its autonomous vehicle testing program following the crash. The company reached a confidential settlement with Herzberg's family and daughter. In 2020, Uber was criminally charged but avoided prosecution by entering a deferred prosecution agreement and paying $1.5 million to a victim's compensation fund. Safety driver Vasquez was separately charged with negligent homicide and convicted in 2023, receiving three years of supervised probation. The regulatory aftermath included enhanced oversight of autonomous vehicle testing in Arizona and other states. The NTSB made several safety recommendations, including improved safety risk management programs for automated vehicle testing companies and better integration of collision avoidance systems. Uber eventually sold its self-driving unit to Aurora in 2020, effectively ending its autonomous vehicle development efforts.

Root Cause

The autonomous driving system's perception algorithms failed to properly classify pedestrian Elaine Herzberg, initially detecting her as an unknown object, then a vehicle, and finally a bicycle. The system's path prediction capabilities were inadequate for objects not in predefined categories, and Uber had disabled the vehicle's factory emergency braking system without implementing adequate replacement safety measures.

Mitigation Analysis

Multiple safety controls could have prevented this fatality. Enhanced perception algorithms with better object classification and consistent tracking would have properly identified Herzberg as a pedestrian. Maintaining factory emergency braking systems or implementing robust replacement systems would have enabled automatic collision avoidance. More stringent safety driver monitoring and alertness systems could have ensured human oversight, and comprehensive safety testing in diverse scenarios including jaywalking pedestrians would have identified system limitations.

Litigation Outcome

Uber reached confidential settlement with Herzberg family; safety driver Rafaela Vasquez convicted of negligent homicide in 2023

Lessons Learned

This incident demonstrated that autonomous vehicles require robust perception systems capable of handling edge cases and unpredictable pedestrian behavior. The tragedy underscored the critical importance of maintaining multiple layers of safety systems and ensuring adequate human oversight during testing phases.