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Autonomous Car Research Finds Self-Driving Vehicles Crash Far Less Than Human Drivers

New studies show self-driving cars crash far less than human drivers. Waymo's 20M rides, AEB data, and new federal steps point to a safer road ahead.

By mitch·5 min read
A futuristic self-driving car without a steering wheel travels on a city street at dusk.

Growing proof that autonomous cars save lives is mounting — and it’s getting harder to ignore.

A wave of new research suggests self-driving cars crash significantly less often than human drivers, and with far fewer injuries. The evidence covers everything from basic automatic braking systems now required in new cars to Waymo’s fully driverless robotaxis operating in a handful of U.S. cities.

The findings arrive as regulators take their first major steps toward national standards for the technology, and as one Amazon subsidiary just won a landmark exemption to put steering-wheel-free robotaxis on the road.

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The Case for Automatic Braking

Start with the building blocks. The Insurance Institute for Highway Safety (IIHS) found that automatic emergency braking (AEB) systems that recognize pedestrians cut pedestrian crashes by 27 percent. Those systems are mandated for all light vehicles in the U.S. by 2029, and more than 90 percent of new models already comply under a voluntary automakers’ agreement.

A separate IIHS study found automated braking reduced rear-end crashes by 50 percent and their injuries by 56 percent. The Highway Loss Data Institute found cars with AEB alone showed a 13 percent drop in property-damage claims.

Bundle more features together and the numbers improve further. Cars with automatic braking for pedestrians, adaptive cruise control, and lane-departure warnings saw claims reductions up to 39 percent.

Waymo’s 20 Million Rides

Move up to Level 4 autonomy, and Waymo says its robotaxis have now given 20 million paid rides over 220 million miles — the equivalent of 250 lifetimes of driving.

In March, Waymo’s independent study showed 92 percent fewer fatal or serious-injury crashes, a 13-fold reduction versus human drivers in comparable city environments. That included 92 percent fewer pedestrian injuries, 83 percent fewer crashes with airbag deployments, and 82 percent fewer crashes with any injuries whatsoever.

Intersections, among the deadliest environments for any automobile, saw a 96 percent reduction in injury-causing crashes.

Fair-Weather Data vs. Traditional Statistics

A key question is whether Waymo’s robotaxis — currently limited to fair-weather operation in a handful of U.S. cities — are directly comparable to humans driving a wider variety of roads in much more variable conditions.

The IIHS is looking to dig deeper by cleaning up often-incomplete data. Researchers estimate roughly half of human crashes go unreported, and up to one-third of injury accidents, because drivers hope to avoid insurance price hikes.

That potentially skews safety numbers in favor of human drivers. And while Waymo leads the industry in transparency, and robotaxi operators are required to report even the tiniest scrape to the National Highway Traffic Safety Administration (NHTSA), not every company voluntarily reports their total miles driven.

The IIHS’s latest July study flatly stated that automated cars crash less often than people. It also sought clarity by creating a more reliable category of “police-reportable crashes.” It then compared crash rates of human-driven cars against Waymo taxis in San Francisco, Phoenix, Los Angeles, and Austin.

Waymo’s Jaguar I-Pace taxis traveled about 50 million driverless miles over the study period, versus 222 billion human miles in the same cities.

  1. Waymo taxis were involved in 68 percent fewer crashes overall than human drivers.
  2. Phoenix showed a 76 percent lower crash rate.
  3. Los Angeles showed a 71 percent lower rate.
  4. San Francisco showed a 35 percent lower rate.
  5. Austin showed a 4 percent higher Waymo rate — likely reflecting an extremely small sample size.
  6. Waymo’s injury crashes were still 81 percent lower on a per-mile basis.

The study generally supported Waymo’s own findings, a potential boost for public trust.

No National Standards Yet

The industry and its supporters continue to press the safety advantages of autonomous vehicles that never get drunk, drowsy, or distracted. Yet for this fledgling AV industry, there are still no national performance or safety standards.

A crazy quilt of state or local regulations can allow or prohibit their deployment. That balkanized approach makes it harder to compare crash rates, according to the IIHS, which is calling for better federal reporting standards.

A posting on the IIHS website quotes the institute’s director of statistical services, Eric Teoh: “Those are encouraging signs for the future of driverless vehicles.”

Teoh, who was also the lead author of the institute’s study, added that “Now we need to get the data-collection system right, so that we can ensure that level of safety continues as these technologies become more prevalent.”

NHTSA Grants Zoox an Exemption

On July 30, in a move seen as fast-tracking the tech’s deployment, NHTSA granted Zoox, a subsidiary of Amazon, the first-ever exemption from certain motor-vehicle safety standards.

That will allow commercial operation of Zoox’s toaster-shaped robotaxis, which have no steering wheel or pedals aboard. The agency determined that Zoox’s purpose-built robotaxi “would provide an equivalent level of safety” as a compliant vehicle, thereby satisfying the standard for an exemption.

On that final day of the SAE’s Automated Transportation Symposium, NHTSA also announced a partnership with SAE Industry Technologies to develop the nation’s first performance and competency standards for AVs, via a three-year, $5 million “A2SCEND” consortium.

The Public Health Argument

Some doctors and health professionals are arguing that policymakers need to stop viewing self-driving cars as a tech moonshot but rather as a critical public-health intervention.

Jonathan Slotkin, a neurosurgeon, makes a powerful case for the medical and societal benefits of AVs. Researchers at the Johns Hopkins Bloomberg School of Public Health say that highlighting the social value of AVs is critical to driving public trust and adoption.

The argument centers on the safety record the studies document.

The data so far supports that promise. But the industry’s next challenge is proving it at scale, under a consistent national framework, rather than city by city.

Study Crash Reduction Injury Reduction
IIHS — AEB pedestrian 27% fewer pedestrian crashes
IIHS — AEB rear-end 50% fewer crashes 56% fewer injuries
Highway Loss Data Institute — AEB alone 13% fewer property claims
Highway Loss Data Institute — bundled ADAS Up to 39% fewer claims
Waymo — fatal/serious 92% fewer crashes (13-fold reduction vs. human drivers)
IIHS — Waymo overall 68% fewer crashes 81% fewer injuries

The picture is not entirely clear, in part because there aren’t enough self-driving cars to make meaningful apples-to-apples comparisons. Plenty of people remain spooked by autonomous vehicles, and some experts and policymakers have cautioned that AVs won’t necessarily make roads safer.

But the evidence is growing — and the direction is consistent.

Source: spectrum.ieee.org

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