Tesla Autopilot mistakes moon for yellow traffic light, causing car to slow down
A Tesla driver reported that the vehicle's Autopilot system misidentified the moon as a yellow traffic light, causing the car to slow down unexpectedly. The driver alerted Tesla CEO Elon Musk via social media on July 23, 2021. No collision or injury was reported, but the incident highlights a potential safety issue with the object detection system.
- Company involved
- Tesla
- AI system involved
- Autopilot
3 source articles · read the reporting →
Tesla Full Self-Driving confused by truck carrying traffic lights
A Tesla vehicle using Full Self-Driving mode encountered a truck loaded with traffic lights. The system identified the traffic lights on the truck but was unable to determine the correct action, creating a confusing edge case. The incident was shared on social media, highlighting a limitation of the autonomous driving system.
- Company involved
- Tesla
- AI system involved
- Full Self-Driving
2 source articles · read the reporting →
Speedcam Anywhere developers face abuse from UK drivers after app launch
Speedcam Anywhere, an app that uses AI to estimate the speed of passing vehicles, was launched in March 2022. Its developers have received abusive emails from drivers and are now hiding their identities. Google and Apple have not approved the app for distribution, and the Home Office has not vetted it for speeding prosecutions.
- AI system involved
- Speedcam Anywhere
10 source articles · read the reporting →
San Francisco residents lose sleep over Waymo cars honking at night
Residents of San Francisco's South of Market neighbourhood report being repeatedly woken up by driverless Waymo vehicles honking at each other in a nearby parking lot, particularly around 4 a.m. The cars appear to honk while manoeuvring into spaces in between rides. Waymo says it has identified the cause and is working on a fix.
- Company involved
- Waymo
2 source articles · read the reporting →
Outback Steakhouse franchise tests Presto Vision to monitor staff and guests
Evergreen Restaurant Group, a franchisee of Outback Steakhouse, has begun testing Presto Vision, a computer vision system that analyses surveillance camera footage to track employee performance and guest behaviour. The system compiles metrics on service, wait times, and customer turnover, which managers receive by email. Employees say they were not informed about the technology, and researchers have raised concerns about workplace stress, job losses, and data sharing with parent companies.
- Company involved
- Evergreen Restaurant Group
- AI system involved
- Presto Vision
8 source articles · read the reporting →
Center for Auto Safety petitions NHTSA over Nissan Rogue AEB false activations
The Center for Auto Safety petitioned NHTSA to investigate false activations of the Automatic Emergency Braking (AEB) system on 2017-2018 Nissan Rogue vehicles. The system reportedly engages abruptly when no obstruction is present, causing near misses and forcing following drivers to take evasive action. Nissan issued a Technical Service Bulletin to dealers but has not conducted a safety recall. The petition seeks a formal investigation and a determination that the defect poses an unreasonable risk to safety.
- Company involved
- Nissan
- AI system involved
- Automatic Emergency Braking (AEB)
5 source articles · read the reporting →
Researchers demonstrate drone attack on Renault Captur ADAS with fake road signs
Security researchers from Ben Gurion University demonstrated a vulnerability in the Mobileye ADAS system used in a Renault Captur. They used drones to project fake road signs for 100 milliseconds, too quick for human perception but detectable by the system. The attack could trick the car into making unsafe maneuvers, though the system is only Level 0 (advisory). The researchers published their findings in a paper titled 'MobilBye: Attacking ADAS with Camera Spoofing'.
- AI system involved
- Mobileye ADAS
7 source articles · read the reporting →
Delphi denies near-miss between its self-driving car and Google's autonomous vehicle
Delphi Automotive initially reported a near-miss between its self-driving Audi Q5 SUV and a Google Lexus RX400h in Palo Alto, California. A Delphi executive claimed Google's car cut off the Delphi vehicle, which took evasive action. However, Delphi later denied the incident, stating the vehicles were a lane width apart and that both cars performed correctly. Google also confirmed the cars behaved appropriately in an ordinary driving scenario.
- Company involved
- Delphi Automotive
- AI system involved
- Delphi self-driving car (Audi Q5 SUV)
7 source articles · read the reporting →
Tesla Autopilot tricked into speeding by electrical tape on sign
Researchers from McAfee Labs demonstrated that a two-inch piece of black electrical tape stuck on a 35 mph speed limit sign can cause the Traffic Aware Cruise Control in older Tesla Model S and X vehicles to misread the sign as 85 mph and automatically accelerate. The vulnerability affects vehicles using the MobilEye EyeQ3 camera system (Hardware Pack 1). The driver can override by braking. Tesla and MobilEye were informed but did not commit to fixing the issue.
- Company involved
- Tesla
- AI system involved
- Tesla Autopilot (Hardware Pack 1 with MobilEye EyeQ3)
8 source articles · read the reporting →
Tesla Autopilot stops for phantom stop sign on digital billboard
Researchers at Ben-Gurion University demonstrated that Tesla's Autopilot could be tricked into stopping for a split-second phantom stop sign displayed on a digital billboard. The system falsely detected the depthless object and applied the brakes in the middle of the road. The researchers disclosed their findings to Tesla and Mobileye. No actual accident occurred during the test.
- Company involved
- Tesla
- AI system involved
- Tesla Autopilot
9 source articles · read the reporting →
NHTSA investigates Tesla Autopilot over 11 crashes with first responder vehicles
The US National Highway Traffic Safety Administration (NHTSA) has opened an investigation into Tesla's Autopilot system after identifying 11 crashes in which Tesla vehicles collided with first responder vehicles. In each incident, the vehicles were confirmed to have Autopilot or Traffic-Aware Cruise Control engaged. Most crashes occurred after dark and involved scene control measures such as lights, flares, and road cones. NHTSA will assess the system's ability to monitor driver engagement and handle emergency scenes.
- Company involved
- Tesla Inc.
- AI system involved
- Autopilot
10 source articles · read the reporting →
ViaQuatro's facial recognition system in São Paulo metro challenged in court
In April 2018, ViaQuatro installed the Digital Interactive Doors System, developed by AdMobilize, on the São Paulo metro's yellow line. The system used cameras to detect passengers' faces and claimed to infer their emotion, age, and gender in order to target advertisements. The Brazilian Institute of Consumer Protection (IDEC) filed a public civil action alleging that the system violated consumer and data protection laws by processing biometric data without consent and making pseudoscientific and discriminatory inferences. A judge ordered the cameras removed in August 2018, and the case is pending a final ruling.
- Company involved
- ViaQuatro
- AI system involved
- Digital Interactive Doors System (DID system)
10 source articles · read the reporting →
Cruise alleged to rely on human operators for autonomous driving
A New York Times article alleged that Cruise's autonomous vehicles rely on human operators to achieve autonomous driving, with 1.5 workers per vehicle intervening every 2.5 to five miles. Cruise CEO Kyle Vogt responded on Hacker News, stating that remote assistance is used 2-4% of the time and that many sessions are resolved by the vehicle itself. The company declined an interview request from the NYT.
- Company involved
- Cruise
- AI system involved
- Cruise AV
9 source articles · read the reporting →
Drivers criticise new AI speed cameras for invading privacy
UK drivers are unhappy with new AI speed cameras that detect mobile phone use and seatbelt violations. The cameras, being piloted by National Highways and police forces, send images to police for action. Many drivers see them as an invasion of privacy, although some acknowledge safety benefits.
- Company involved
- National Highways
5 source articles · read the reporting →
Study finds driverless car AI worse at detecting darker-skinned pedestrians
A study by researchers from Georgia Tech found that facial recognition systems used in autonomous cars are up to 12% less accurate at detecting pedestrians with darker skin tones. The bias stems from a lack of diverse training data in the BDD100K database. The researchers warn that this could lead to higher accident rates for people with darker skin if not addressed.
- AI system involved
- BDD100K
9 source articles · read the reporting →
Tesla's Full Self-Driving involved in fatal Bay Bridge crash
On Thanksgiving 2022, a Tesla vehicle using its Full Self-Driving feature was involved in a fatal accident on the San Francisco Bay Bridge. Footage published by The Intercept showed the system braking abruptly. The incident highlights safety concerns with autonomous driving technology.
- Company involved
- Tesla
- AI system involved
- Full Self-Driving
7 source articles · read the reporting →
Waymo driverless car hits bicyclist in San Francisco intersection
On 6 February 2024, a Waymo driverless car collided with a bicyclist at a four-way intersection in San Francisco. The cyclist was obscured by a truck and the vehicle braked but could not stop in time. The cyclist sustained minor scratches and left the scene. Waymo stated it is contacting relevant authorities.
- Company involved
- Waymo
4 source articles · read the reporting →
Driver relying on "smart driving" on highway crashes after system suddenly disengages near truck
司机依赖“智驾 ”跑高速，逼近大货车时“智驾”突然退出引发车祸 - 手机新浪网
A driver was using a smart driving system on an expressway. As the vehicle approached a large truck, the system unexpectedly disengaged, leading to a crash.
1 source article · read the reporting →
Tesla Autopilot accidents and data leak suggest larger problems
Tesla is facing numerous lawsuits over its Autopilot driver assistance system, which has been involved in accidents. Internal data leaked to Handelsblatt suggests the company has larger technical problems than previously known. The US National Highway Traffic Safety Administration is investigating. Tesla has dismissed the data leak as theft.
- Company involved
- Tesla
- AI system involved
- Autopilot
9 source articles · read the reporting →
Waymo self-driving car hits child near Santa Monica school, US opens probe
A Waymo autonomous vehicle struck a child crossing the street near an elementary school in Santa Monica, California, on 23 January 2026, during school drop-off hours. The child sustained minor injuries. The US National Highway Traffic Safety Administration (NHTSA) and the National Transportation Safety Board (NTSB) have opened investigations into the incident. Waymo stated that the child emerged suddenly from behind a double-parked SUV and that the vehicle braked, reducing speed from 17 mph to under 6 mph before contact, and that a computer model suggested a human driver would have also hit the child.
- Company involved
- Waymo
- AI system involved
- Waymo
2 source articles · read the reporting →
Waymo robotaxi investigated for failing to stop for school bus in Atlanta
An autonomous Waymo vehicle in Atlanta, Georgia, passed a stopped school bus with its stop arm and flashing red lights deployed, driving near students who were getting off the bus. The National Highway Traffic Safety Administration is investigating how Waymo's automated driving system performs around stopped school buses. No injuries were reported. Waymo said the bus had partially blocked the vehicle's exit, obscuring the bus's signals, and that it has since updated its software.
- Company involved
- Waymo
- AI system involved
- Waymo automated driving system
6 source articles · read the reporting →
Zoox recalls 332 robotaxis after self-driving cars veer into oncoming traffic
Zoox, Amazon's self-driving car company, recalled 332 robotaxis after they were found veering into oncoming traffic near intersections. The issue was first noticed in August 2025 when a car took a wide right turn crossing the center line. Zoox said no crashes or injuries occurred and fixed the problem with a software update. The National Highway Traffic Safety Administration confirmed the recall and is in ongoing discussions with Zoox.
- Company involved
- Zoox
- AI system involved
- Zoox robotaxis
6 source articles · read the reporting →
NHTSA investigation PE24016: Unexpected ADS behavior
Waymo's automated driving system exhibited unexpected behavior during driving.
- Company involved
- Waymo
1 source article · read the reporting →
AI-powered tram crashes into pedestrians in St Petersburg test run
An AI-powered 'Smart Tram' on a test run in St Petersburg, Russia, crashed into pedestrians after its AI system turned off and brakes failed. The driver, who was present, attempted to use emergency brakes but they did not fully work. Several people were injured, including a 45-year-old woman trapped under the tram. The city authorities have launched an investigation and a criminal case has been opened.
- Company involved
- St Petersburg city authorities
- AI system involved
- Smart Tram
1 source article · read the reporting →
