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Netherlands ranks 1st in autonomous vehicle readiness, US places 3rd

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The recently-released Automated Vehicles Readiness Index (AVRI) report by auditing firm KPMG has revealed that the Netherlands is the world’s most autonomous vehicle-ready country. The AVRI, which ranks nations across the globe according to their readiness for self-driving technologies, has also placed the United States in third place, right behind Singapore.

KPMG International evaluated countries according to four particular pillars. To make it to the index’s rankings, nations must perform well on policy and legislation, technology and innovation, infrastructure, and finally, consumer acceptance. The countries’ scores for each pillar are then aggregated and ranked.

Topping the list was the Netherlands, which was the clear world leader in the AVRI. The European nation ranked 1st in infrastructure, 2nd in consumer acceptance, 3rd in policy and legislation, and 4th in technology and innovation. The country’s aggregated score was 27.73 points, placing it well ahead of other nations in the index.

According to an EE Times report, the Netherlands’ impressive performance was attributed largely to its AV-friendly infrastructure. As of writing, the Netherlands boasts the highest density of electric vehicle charging points in the world. By 2016, the European nation already offered 26,789 charging points for the public. The country is also known for its well-maintained road network, which is currently rated as one of the world’s best.

In a statement to Geospatial World News, KPMG Netherlands Digital Advisory Manager Stijn de Groen noted that the country, even at this point, is already prepared for the upcoming autonomous vehicle revolution.

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“The Dutch ecosystem for AVs is ready. The intensively-used Dutch roads are very well developed and maintained, and other indicators like telecoms infrastructure are also very strong. In addition, the Dutch government Ministry of Infrastructure has opened the public roads to large-scale tests with self-driving passenger cars and lorries,” the KPMG executive said, according to a GWN report.

AVRI’s second-placer on its rankings is Singapore, topping the list both in policy and legislation as well as consumer acceptance. According to KPMG, the Asian city-state received high marks in these pillars due to its recent amendment to its Road and Traffic Act, which allowed autonomous vehicles to be tested on public roads. Singaporeans were also found to be readily accepting of self-driving cars as a means of transportation.

Singapore also ranked 8th in technology and innovation and 2nd in infrastructure. The Asian city-state earned an aggregated score of 26.08 points.

The United States ranks third in the AVRI, despite ranking first in technology and innovation. Among all the countries in the index, the US earned near-maximum ratings on industry partnerships and research and development hubs, among other factors. The country’s overall score, however, was hampered by its low ratings on patents and overall usage of electric cars. The limited adoption and actual capabilities of fully autonomous vehicles also contributed to the country’s score.

Overall, the US ranked 7th in infrastructure, 10th in policy and legislation and 4th in consumer acceptance. The United States’ aggregated score in the AVRI is 24.75 points.

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In a statement to GWN, KPMG US Infrastructure Advisory Principal Timothy D. Wilschetz noted that the country, while highly innovative in the autonomous vehicle sphere, still suffers from several setbacks. Wilschetz believes, however, that US regulators have the power to change this trend.

“The US has a highly innovative but largely disparate environment with little predictability regarding the uniform adoption of national standards for AVs. Therefore, the prospect of widespread driverless vehicles is unlikely in the near future. However, federal policy and regulatory guidance could certainly accelerate early adoption, particularly concerning limited freight applications such as truck platooning.”

Top 10 countries most prepared for the future of autonomous transportation by KPMG

  1. Netherlands
  2. Singapore
  3. United States
  4. Sweden
  5. United Kingdom
  6. Germany
  7. Canada
  8. United Arab Emirates
  9. New Zealand
  10. South Korea

Simon is an experienced automotive reporter with a passion for electric cars and clean energy. Fascinated by the world envisioned by Elon Musk, he hopes to make it to Mars (at least as a tourist) someday. For stories or tips--or even to just say a simple hello--send a message to his email, simon@teslarati.com or his handle on X, @ResidentSponge.

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Tesla aims to combat common Full Self-Driving problem with new patent

Tesla writes in the patent that its autonomous and semi-autonomous vehicles are heavily reliant on camera systems to navigate and interact with their environment.

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Credit: @samsheffer | x

Tesla is aiming to combat a common Full Self-Driving problem with a new patent.

One issue with Tesla’s vision-based approach is that sunlight glare can become a troublesome element of everyday travel. Full Self-Driving is certainly an amazing technology, but there are still things Tesla is aiming to figure out with its development.

Unfortunately, it is extremely difficult to get around this issue, and even humans need ways to combat it when they’re driving, as we commonly use sunglasses or sun visors to give us better visibility.

Cameras obviously do not have these ways to fight sunglare, but a new patent Tesla recently had published aims to fight this through a “glare shield.”

Tesla writes in the patent that its autonomous and semi-autonomous vehicles are heavily reliant on camera systems to navigate and interact with their environment.

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The ability to see surroundings is crucial for accurate performance, and glare is one element of interference that has yet to be confronted.

Tesla described the patent, which will utilize “a textured surface composed of an array of micro-cones, or cone-shaped formations, which serve to scatter incident light in various directions, thereby reducing glare and improving camera vision.”

The patent was first spotted by Not a Tesla App.

The design of the micro-cones is the first element of the puzzle to fight the excess glare. The patent says they are “optimized in size, angle, and orientation to minimize Total Hemispherical Reflectance (THR) and reflection penalty, enhancing the camera’s ability to accurately interpret visual data.”

Additionally, there is an electromechanical system for dynamic orientation adjustment, which will allow the micro-cones to move based on the angle of external light sources.

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This is not the only thing Tesla is mulling to resolve issues with sunlight glare, as it has also worked on two other ways to combat the problem. One thing the company has discussed is a direct photon count.

CEO Elon Musk said during the Q2 Earnings Call:

“We use an approach which is direct photon count. When you see a processed image, so the image that goes from the sort of photon counter — the silicon photon counter — that then goes through a digital signal processor or image signal processor, that’s normally what happens. And then the image that you see looks all washed out, because if you point the camera at the sun, the post-processing of the photon counting washes things out.”

Future Hardware iterations, like Hardware 5 and Hardware 6, could also integrate better solutions for the sunglare issue, such as neutral density filters or heated lenses, aiming to solve glare more effectively.

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Delaware Supreme Court reinstates Elon Musk’s 2018 Tesla CEO pay package

The unanimous decision criticized the prior total rescission as “improper and inequitable,” arguing that it left Musk uncompensated for six years of transformative leadership at Tesla.

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Gage Skidmore, CC BY-SA 4.0 , via Wikimedia Commons

The Delaware Supreme Court has overturned a lower court ruling, reinstating Elon Musk’s 2018 compensation package originally valued at $56 billion but now worth approximately $139 billion due to Tesla’s soaring stock price. 

The unanimous decision criticized the prior total rescission as “improper and inequitable,” arguing that it left Musk uncompensated for six years of transformative leadership at Tesla. Musk quickly celebrated the outcome on X, stating that he felt “vindicated.” He also shared his gratitude to TSLA shareholders.

Delaware Supreme Court makes a decision

In a 49-page ruling Friday, the Delaware Supreme Court reversed Chancellor Kathaleen McCormick’s 2024 decision that voided the 2018 package over alleged board conflicts and inadequate shareholder disclosures. The high court acknowledged varying views on liability but agreed rescission was excessive, stating it “leaves Musk uncompensated for his time and efforts over a period of six years.”

The 2018 plan granted Musk options on about 304 million shares upon hitting aggressive milestones, all of which were achieved ahead of time. Shareholders overwhelmingly approved it initially in 2018 and ratified it once again in 2024 after the Delaware lower court struck it down. The case against Musk’s 2018 pay package was filed by plaintiff Richard Tornetta, who held just nine shares when the compensation plan was approved.

A hard-fought victory

As noted in a Reuters report, Tesla’s win avoids a potential $26 billion earnings hit from replacing the award at current prices. Tesla, now Texas-incorporated, had hedged with interim plans, including a November 2025 shareholder-approved package potentially worth $878 billion tied to Robotaxi and Optimus goals and other extremely aggressive operational milestones.

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The saga surrounding Elon Musk’s 2018 pay package ultimately damaged Delaware’s corporate appeal, prompting a number of high-profile firms, such as Dropbox, Roblox, Trade Desk, and Coinbase, to follow Tesla’s exodus out of the state. What added more fuel to the issue was the fact that Tornetta’s legal team, following the lower court’s 2024 decision, demanded a fee request of more than $5.1 billion worth of TSLA stock, which was equal to an hourly rate of over $200,000.

Delaware Supreme Court Elon Musk 2018 Pay Package by Simon Alvarez

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Tesla Cybercab tests are going on overdrive with production-ready units

Tesla is ramping its real-world tests of the Cybercab, with multiple sightings of the vehicle being reported across social media this week.

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Credit: @JT59052914/X

Tesla is ramping its real-world tests of the Cybercab, with multiple sightings of the autonomous two-seater being reported across social media this week. Based on videos of the vehicle that have been shared online, it appears that Cybercab tests are underway across multiple states.

Recent Cybercab sightings

Reports of Cybercab tests have ramped this week, with a vehicle that looked like a production-ready prototype being spotted at Apple’s Visitor Center in California. The vehicle in this sighting was interesting as it was equipped with a steering wheel. The vehicle also featured some changes to the design of its brake lights.

The Cybercab was also filmed testing at the Fremont factory’s test track, which also seemed to involve a vehicle that looked production-ready. This also seemed to be the case for a Cybercab that was spotted in Austin, Texas, which happened to be undergoing real-world tests. Overall, these sightings suggest that Cybercab testing is fully underway, and the vehicle is really moving towards production.

Production design all but finalized?

Recently, a near-production-ready Cybercab was showcased at Tesla’s Santana Row showroom in San Jose. The vehicle was equipped with frameless windows, dual windshield wipers, powered butterfly door struts, an extended front splitter, an updated lightbar, new wheel covers, and a license plate bracket. Interior updates include redesigned dash/door panels, refined seats with center cupholders, updated carpet, and what appeared to be improved legroom.

There seems to be a pretty good chance that the Cybercab’s design has been all but finalized, at least considering Elon Musk’s comments at the 2025 Annual Shareholder Meeting. During the event, Musk confirmed that the vehicle will enter production around April 2026, and its production targets will be quite ambitious. 

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