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Tesla gives Fiat a wake up call: ‘fake’ electric cars can still manipulate EU emissions standards
New CO2 regulations set to take effect in Europe have several loopholes in place that could derail the goal of reducing new car emissions by 37.5% in the region by 2030, according to a study published by advocacy group Transport & Environment. In a worst-case modeling scenario, gaming of the rules could also result in almost two million fewer zero or low emissions vehicles coming to market between 2025 and 2030, and of those in the market, half might be plug-in hybrids built for compliance, not innovation.
In order to propel the creation of a battery electric auto industry in the region, European Union members and parties participating in the discussions over the new CO2 regulations included incentives in the agreement that were tied to specific vehicle sales. Auto manufacturers with 15% of their sales coming from zero and low emission vehicles by 2025 and 35% from 2030 onwards will have their CO2 targets reduced by a maximum of 5%. This effectively means a company’s new fleet-wide CO2 output would only need to be reduced to 34.4% by 2030 instead of 37.5%, as calculated in the study.
Companies have further been allowed to pool their fleets together to help reach these goals, something which Tesla has recently taken advantage of by partnering with Fiat Chrysler. As a manufacturer of zero-emission vehicles, counting Tesla’s fleet with Fiat’s lowers the average per-vehicle CO2 output, thus lessening the burden for Fiat to meet the emissions standards while Tesla profits from the deal.
On its face, the 5% trade-off for lower emissions standards would be the entry of new, more innovative clean energy vehicles on the market; however, the inclusion of plug-in hybrids in that calculation could be problematic and used to game the system. In order to qualify as a low emissions vehicle, a hybrid car only needs to be under a threshold of 50 g/km CO2 output during testing which assumes full use of the vehicle’s battery. Because most of these plug-in hybrids have very low battery ranges, they’re often not used in practice in favor of the internal combustion engine, thus increasing their real-world CO2 output to around 120 g/km.
The technology behind plug-in hybrids is less innovative and therefore cheaper to produce, so the financial appeal of producing more of these types of vehicles over battery-only electric vehicles is high. The Transport & Environment study estimates that this effect will lead to about 2 million fewer all-electric cars being produced in favor of the cheaper, ‘fake’ electric compliance hybrids.
Other loopholes in the EU regulations also contribute to a reduction in CO2 outcomes. Fourteen countries where non-existent or nascent low emissions vehicle markets were identified will receive nearly double the emissions credit for eco-friendly cars sold to encourage development in the regions.
Simply, a large manufacturer could register thousands of vehicles in one of these markets, acquire double credit for each vehicle, and then quickly sell the vehicles in an established market where demand is higher. When sold, the cars would technically be “used” for record keeping purposes, but new to consumers and presented that way. This would circumvent the point of developing a low emissions market in those countries, further limiting the expansion of low emissions car availability.
The EU member states where double credits apply are Ireland, Greece, Poland, Slovenia, Croatia, the Czech Republic, Slovakia, Bulgaria, Romania, Estonia, Latvia, Lithuania, Cyprus, and Malta.
The final (possible) loophole identified in the Transport & Environment study lies with the inclusion of Norway in the EU regional calculations. The country has not yet formally been included in the 2025/30 standards but is part of the 2020/1 standards currently in effect and will likely be included in the upcoming rules.
Norway is requiring 100% of its vehicles to have zero emissions by 2025, thus guaranteeing sales of those types of cars in a market where ICE vehicles are not competitive. Automakers could concentrate their sales in that region and make less effort to sell in the rest of Europe, all while still remaining compliant with the regulations. Reaching compliance in this manner is another way the intent of the coming CO2 reduction requirements can be manipulated.
The authors of the Transport & Environment study have laid out their proposals to overcome these loopholes, but considering that they were included to win the support of the auto industry in the region, further changes to the regulations seem unlikely. Also, the study could be taking an overly pessimistic view of the possible outcomes the loopholes could lead to.
Consumer markets, even without significant CO2-related regulation, are already showing trends towards increasing low emission vehicle demands, especially for battery electric vehicles like those sold by Tesla. This “Tesla Effect” has been noted by the upper echelons of legacy auto and several have committed to billions in electric fleet investments. Porsche is unveiling its first production electric vehicle, the Taycan, this September and has plans to retire its diesel-powered lineup and embrace electrification. Ford has also recently committed to electrifying its F-series, most notably the classic F-150, as well as invest $11 billion dollars to produce 40 electrified vehicles by 2022.
Elon Musk
Elon Musk proposes Grok 5 vs world’s best League of Legends team match
Musk’s proposal has received positive reception from professional players and Riot Games alike.
Elon Musk has proposed a high-profile gaming challenge for xAI’s upcoming Grok 5. As per Musk, it would be interesting to see if the large language model could beat the world’ best human League of Legends team with specific constraints.
Musk’s proposal has received positive reception from professional players and Riot Games alike, suggesting that the exciting exhibition match might indeed happen.
Musk outlines restrictions for Grok
In his post on X, Musk detailed constraints to keep the match competitive, including limiting Grok to human-level reaction times, human-speed clicking, and viewing the game only through a camera feed with standard 20/20 vision. The idea quickly circulated across the esports community, drawing commentary from former pros and AI researchers, as noted in a Dexerto report.
Former League pro Eugene “Pobelter” Park expressed enthusiasm, offering to help Musk’s team and noting the unique comparison to past AI-versus-human breakthroughs, such as OpenAI’s Dota 2 bots. AI researcher Oriol Vinyals, who previously reached Grandmaster rank in StarCraft, suggested testing Grok in RTS gameplay as well.
Musk welcomed the idea, even responding positively to Vinyals’ comment that it would be nice to see Optimus operate the mouse and keyboard.
Pros debate Grok’s chances, T1 and Riot show interest
Reactions weren’t universally optimistic. Former professional mid-laner Joedat “Voyboy” Esfahani argued that even with Grok’s rapid learning capabilities, League of Legends requires deep synergy, game-state interpretation, and team coordination that may be difficult for AI to master at top competitive levels. Yiliang “Doublelift” Peng was similarly skeptical, publicly stating he doubted Grok could beat T1, or even himself, and jokingly promised to shave his head if Grok managed to win.
T1, however, embraced the proposal, responding with a GIF of Faker and the message “We are ready,” signaling their willingness to participate. Riot Games itself also reacted, with co-founder Marc Merrill replying to Musk with “let’s discuss.” Needless to say, it appears that Riot Games in onboard with the idea.
Though no match has been confirmed, interest from players, teams, and Riot suggests the concept could materialize into a landmark AI-versus-human matchup, potentially becoming one of the most viewed League of Legends events in history. The fact that Grok 5 will be constrained to human limits would definitely add an interesting dimension to the matchup, as it could truly demonstrate how human-like the large language model could be like in real-time scenarios.
Tesla has passed a key milestone, and it was one that CEO Elon Musk initially mentioned more than nine years ago when he published Master Plan, Part Deux.
As per Tesla China in a post on its official Weibo account, the company’s Autopilot system has accumulated over 10 billion kilometers of real-world driving experience.
Tesla China’s subtle, but huge announcement
In its Weibo post, Tesla China announced that the company’s Autopilot system has accumulated 10 billion kilometers of driving experience. “In this respect, Tesla vehicles equipped with Autopilot technology can be considered to have the world’s most experienced and seasoned driver.”
Tesla AI’s handle on Weibo also highlighted a key advantage of the company’s self-driving system. “It will never drive under the influence of alcohol, be distracted, or be fatigued,” the team wrote. “We believe that advancements in Autopilot technology will save more lives.”
Tesla China did not clarify exactly what it meant by “Autopilot” in its Weibo post, though the company’s intense focus on FSD over the past years suggests that the term includes miles that were driven by FSD (Beta) and Full Self-Driving (Supervised). Either way, 10 billion cumulative miles of real-world data is something that few, if any, competitors could compete with.
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Elon Musk’s 10-billion-km estimate, way back in 2016
When Elon Musk published Master Plan Part Deux, he outlined his vision for the company’s autonomous driving system. At the time, Autopilot was still very new, though Musk was already envisioning how the system could get regulatory approval worldwide. He estimated that worldwide regulatory approval will probably require around 10 billion miles of real-world driving data, which was an impossible-sounding amount at the time.
“Even once the software is highly refined and far better than the average human driver, there will still be a significant time gap, varying widely by jurisdiction, before true self-driving is approved by regulators. We expect that worldwide regulatory approval will require something on the order of 6 billion miles (10 billion km). Current fleet learning is happening at just over 3 million miles (5 million km) per day,” Musk wrote.
It’s quite interesting but Tesla is indeed getting regulatory approval for FSD (Supervised) at a steady pace today, at a time when 10 billion miles of data has been achieved. The system has been active in the United States and has since been rolled out to other countries such as Australia, New Zealand, China, and, more recently, South Korea. Expectations are high that Tesla could secure FSD approval in Europe sometime next year as well.
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Elon Musk’s Boring Company reveals Prufrock TBM’s most disruptive feature
As it turns out, the tunneling startup, similar to other Elon Musk-backed ventures, is also dead serious about pursuing reusability.
The Boring Company has quietly revealed one of its tunnel boring machines’ (TBMs) most underrated feature. As it turns out, the tunneling startup, similar to other Elon Musk-backed ventures, is also dead serious about pursuing reusability.
Prufrock 5 leaves the factory
The Boring Company is arguably the quietest venture currently backed by Elon Musk, inspiring far fewer headlines than his other, more high-profile companies such as Tesla, SpaceX, and xAI. Still, the Boring Company’s mission is ambitious, as it is a company designed to solve the problem of congestion in cities.
To accomplish this, the Boring Company would need to develop tunnel boring machines that could dig incredibly quickly. To this end, the startup has designed Prufrock, an all-electric TBM that’s designed to eventually be fast enough as an everyday garden snail. Among TBMs, such a speed would be revolutionary.
The startup has taken a step towards this recently, when The Boring Company posted a photo of Prufrock-5 coming out of its Bastrop, Texas facility. “On a rainy day in Bastrop, Prufrock-5 has left the factory. Will begin tunneling by December 1. Hoping for a step function increase in speed,” the Boring Company wrote.
Prufrock’s quiet disruption
Interestingly enough, the Boring Company also mentioned a key feature of its Prufrock machines that makes them significantly more sustainable and reusable than conventional TBMs. As per a user on X, standard tunnel boring machines are often left underground at the conclusion of a project because retrieving them is usually more expensive and impractical than abandoning them in the location.
As per the Boring Company, however, this is not the case for its Prufrock machines, as they are retrieved, upgraded, and deployed again with improvements. “All Prufrocks are reused, usually with upgrades between launches. Prufrock-1 has now dug six tunnels,” the Boring Company wrote in its reply on X.
The Boring Company’s reply is quite exciting as it suggests that the TBMs from the tunneling startup could eventually be as reusable as SpaceX’s boosters. This is on brand for an Elon Musk-backed venture, of course, though the Boring Company’s disruption is a bit more underground.
Tesla is being accused of infringing robotics patents by a company called Perrone Robotics, which is based out of Charlottesville, Virginia.
The suit was filed in Alexandria, Virginia, and accuses Tesla of knowingly infringing upon five patents related to robotics systems for self-driving vehicles.
The company said its founder, Paul Perrone, developed general-purpose robotics operating systems for individual robots and automated devices.
Perrone Robotics claims that all Tesla vehicles utilizing the company’s Autopilot suite within the last six years infringe the five patents, according to a report from Reuters.
Tesla’s new Safety Report shows Autopilot is nine times safer than humans
One patent was something the company attempted to sell to Tesla back in 2017. The five patents cover a “General Purpose Operating System for Robotics,” otherwise known as GPROS.
The GPROS suite includes extensions for autonomous vehicle controls, path planning, and sensor fusion. One key patent, U.S. 10,331,136, was explicitly offered to Tesla by Perrone back in 2017, but the company rejected it.
The suit aims to halt any further infringements and seeks unspecified damages.
This is far from the first suit Tesla has been involved in, including one from his year with Perceptive Automata LLC, which accused Tesla of infringing on AI models to interpret pedestrian/cyclist intent via cameras without licensing. Tesla appeared in court in August, but its motion to dismiss was partially denied earlier this month.
Tesla also settled a suit with Arsus LLC, which accused Autopilot’s electronic stability features of infringing on rollover prevention tech. Tesla won via an inter partes review in September.
Most of these cases involve non-practicing entities or startups asserting broad autonomous vehicle patents against Tesla’s rapid iteration.
Tesla typically counters with those inter partes reviews, claiming invalidity. Tesla has successfully defended about 70 percent of the autonomous vehicle lawsuits it has been involved in since 2020, but settlements are common to avoid discovery costs.
The case is Perrone Robotics Inc v Tesla Inc, U.S. District Court, Eastern District of Virginia, No. 25-02156. Tesla has not yet listed an attorney for the case, according to the report.
Elon Musk proposes Grok 5 vs world’s best League of Legends team match
Elon Musk’s Boring Company reveals Prufrock TBM’s most disruptive feature
