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Waymo study analyzes collisions with vulnerable road users

Credit: Waymo

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Google’s driverless ride-hailing company Waymo has revealed the latest in a string of AI research-related announcements, this time sharing results from a first-of-its-kind study on collisions with vulnerable road users.

Waymo last week announced EMMA, its end-to-end, multimodal research model for autonomous driving, though it isn’t being used commercially at this point. The company also went on to detail its current approach to AI in a separate press release, noting its continued research into real-world models and AI training, a concept that may sound familiar to those who have followed Tesla’s Full Self-Driving (FSD) development.

On Monday, however, Waymo shared results from a study on Vulnerable Road Users (VRUs), in which the company reconstructed hundreds of collisions involving VRUs like pedestrians, cyclists, and motorcyclists. Waymo says that the research, as conducted in a partnership with Nexar, is the largest dataset of its kind in the U.S., providing key insights into real-world crash scenarios.

The companies analyzed dash camera footage of 335 collisions involving VRUs across six U.S. cities, leveraging over 500 million miles of driving data from Nexar for the research. The partnership also worked with Waymo research partner VUFO, which contributed to the below models on collision injury risk.

Credit: Waymo

Credit: Waymo

According to the National Highway Traffic Safety Administration (NHTSA), there were an estimated 7,522 pedestrians and 1,105 cyclists who lost their lives in traffic crashes in 2022, though Waymo says VRU collision data remains scarce. The company explains this by noting that several VRU-related incidents don’t get reported to authorities or insurance firms, while the U.S. and other major accident databases lack data on these particular incidents.

“We’re excited to partner with Waymo on this cutting-edge research,” said Henrik Liers, Managing Director of Waymo research partner VUFO. “Our common work addresses critical limitations in existing models and provides a more precise, interdisciplinary approach to assessing injury risk for vulnerable road users. This is a significant contribution towards improving road safety.”

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Tesla’s Full Self-Driving and end-to-end learning models

The recent developments from Waymo come as General Motors’s (GM’s) Cruise, Amazon’s Zoox, and Tesla’s Supervised Full Self-Driving (FSD) aim to offer similar robotaxi services. While Tesla doesn’t currently operate a paid ride-hailing service as Waymo does, it unveiled the two-seat, steering wheel-free Cybercab robotaxi last month.

Interestingly, Tesla’s FSD system has been touted by some as a more scalable solution, in no small part due to its end-to-end system that trains on millions of clips of real-time driving footage. Another factor is that FSD is available to any Tesla owner who purchases the software, meaning that its neural network stands to have a much wider potential research base than systems like Waymo—at least until services scale up substantially.

Tesla’s Cybercab isn’t expected to go into production until 2026, though FSD Supervised will certainly collect a substantial amount of data in the meantime. As of Tesla’s Q3 earnings call, the company has over 2 billion cumulative miles of data from FSD Supervised users, after it surpassed a milestone of 1.3 billion miles in April.

Tesla FSD V13 to implement features required for unsupervised driving: exec

What are your thoughts? Let me know at zach@teslarati.com, find me on X at @zacharyvisconti, or send us tips at tips@teslarati.com.

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Zach is a renewable energy reporter who has been covering electric vehicles since 2020. He grew up in Fremont, California, and he currently lives in Colorado. His work has appeared in the Chicago Tribune, KRON4 San Francisco, FOX31 Denver, InsideEVs, CleanTechnica, and many other publications. When he isn't covering Tesla or other EV companies, you can find him writing and performing music, drinking a good cup of coffee, or hanging out with his cats, Banks and Freddie. Reach out at zach@teslarati.com, find him on X at @zacharyvisconti, or send us tips at tips@teslarati.com.

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Tesla fans are urging Elon Musk to file a lawsuit against fake “disabled” Cybertruck video

As per Tesla supporters, enough is enough,

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Credit: bighuey313/Instagram

Tesla supporters and retail investors are urging CEO Elon Musk and the electric vehicle maker to pursue legal action against a rapper who faked a video of a Cybertruck that was reportedly disabled remotely by the company.

As per Tesla supporters, enough is enough.

The fake video

American rapper Big Huey made headlines over the weekend when he claimed that his Cybertruck had been deactivated by Tesla. The rapper claimed that Tesla had remotely disabled his Cybertruck unless he complied with a cease-and-desist letter over a song he made about the all-electric pickup truck. In his video, the rapper even claimed that he was “stranded as f*ck” because he could not move his Cybertruck.

The video itself was immediately flagged by longtime Tesla watchers as fake. It did not take long before Tesla itself posted a clarification on its official X account stating that the rapper’s viral video was indeed fake. By this time, however, the rapper’s claims have already made their way across the internet. 

Enough is enough

A look at the comments on Tesla’s clarification post shows that a good number of EV enthusiasts and retail investors are urging the company to pursue legal action against the rapper. One of the rapper’s videos, after all, featured an alleged cease-and-desist letter that featured what appeared to be a forged signature from a Tesla Legal executive. Others also noted that it is high time for Tesla to fight back more assertively against fake videos and allegations.

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While Tesla North America tends to be a punching bag of sorts for false claims, the company has been adopting a more assertive approach to defend its reputation in other countries. These include China, which has proven to be very assertive when it comes to defending its legal interests and reputation. This has worked well for Tesla China, so it is no wonder that investors are now clamoring for a similar legal approach in the United States.

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Tesla launches record-breaking 830 km CLTC range Model 3 in China

The long-range rear-wheel-drive Model 3 is expected to begin deliveries in September.

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(Credit: Tesla Asia/X)

Tesla has officially unveiled its longest-range vehicle to date in China: a new Model 3 variant capable of traveling up to 830 CLTC kilometers (515 miles) on a single charge. 

Priced from RMB 269,500 ($37,490), the single-motor, long-range rear-wheel-drive Model 3 is expected to begin deliveries in September. 

The new Model 3 RWD at a glance

Equipped with a 78.4 kWh battery pack from LG Energy Solution, the new Model 3 variant surpasses the current Model 3 long-range all-wheel-drive version’s 753 CLTC-kilometer (468-mile) range and sets a new benchmark for the company’s global lineup. It can accelerate from 0 to 100 km/h in 5.2 seconds and has a top speed of 200 km/h.

The launch expands Tesla’s Model 3 offerings in China to four versions. The lineup now includes the entry-level rear-wheel drive variant, which is powered by CATL lithium iron phosphate batteries and starts at RMB 235,500, as well as the dual-motor long-range all-wheel-drive and performance all-wheel-drive versions priced at RMB 285,500 and RMB 339,500, respectively. 

Improved range upgrades

Tesla confirmed on Weibo that all Model 3 versions in China have now received range upgrades this year, part of a broader strategy to refresh its lineup. The company is launching the new variant amid intensifying competition in China’s electric vehicle market. 

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From January to July, Tesla delivered 304,027 vehicles in China, a 6.32 percent decline year-on-year. The drop was driven largely by the Model Y’s sales of 202,257 units, which fell 17.15%, as noted in a CNEV Post report. The Model 3’s sales rose 26.54% to 101,770 units during the same period. To boost sales, Tesla is offering incentives on most Model 3 trims, including five years of interest-free financing, an RMB 8,000 discount on paint, and an RMB 8,000 insurance subsidy, among others.

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Tesla China insurance registrations hit Q3 high at 13,400 units

Year-to-date, Tesla’s China registrations are down 6.1% versus 2024 levels.

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Credit: Tesla Asia/X

Tesla’s insurance registrations in China surged to 13,400 units for the week of August 4–10, the highest weekly total so far in the third quarter of 2025. The figure represents a 21.8% increase from the prior week’s 11,000 registrations, as per industry tracking data.

Industry watchers weigh in

Data shared by industry watcher @piloly shows the latest week’s results were 21.8% higher than the previous week, though still down 13.5% year-over-year. After six weeks of Q3 2025, Tesla’s China registrations are tracking 70.9% higher quarter-over-quarter compared to Q2, but remain 11.0% below the same period in Q3 2024. Year-to-date, Tesla’s China registrations are down 6.1% versus 2024 levels.

Tesla China does not release its weekly domestic sales figures, though the company’s overall performance in the country can be inferred through insurance registration data. Fortunately, these registrations are closely tracked by industry watchers as well as automakers such as Li Auto.

More momentum

The August performance so far indicates Tesla may be regaining some momentum after a slower start to the year. Tesla’s sales figures this year have generally lagged behind 2024, thanks in no small part to the company’s changeover to the new Model Y, which was implemented in the United States, China, and Germany.

Tesla China seems to be doing what it can to attract as many customers as possible this quarter. Tesla recently launched a new long-range Model 3 variant in China with a CLTC-rated range of 830 km, as noted in a CNEV Post report. Priced at RMB 269,500 ($37,490), the model is about 14.44% more expensive than the entry-level version and becomes the longest-range Tesla on sale in the market. Tesla is also expected to launch the six-seat Model Y L in China this fall.

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