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Why Tesla Autopilot will ultimately prove the self-driving industry leader

Source: Tesla

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Tesla took an early lead in the race to develop vehicle autonomy, and its Autopilot system remains the state of the art. However, the technology is advancing more slowly than the company predicted – Elon Musk promised a coast-to-coast driverless demo run for 2018, and we’re still waiting. Meanwhile, competitors are hard at work on their own autonomy tech – GM’s Super Cruise, is now available on the CT6 luxury sedan.

Is Tesla in danger of falling behind in the self-driving race? Trent Eady, writing in Medium, takes a detailed look at the company’s Autopilot technology, and argues that the California automaker will continue to set the pace.

Every Tesla vehicle produced since October 2016 is equipped with a hardware suite designed for Full Self-Driving, including cameras, radar, ultrasonic sensors and an upgradable onboard computer. Around 150,000 of these “Hardware 2” Teslas are currently on the road, and could theoretically be upgraded to self-driving vehicles via an over-the-air software update.

Above: In its current state, Tesla’s Autopilot requires a hands-on approach (Youtube: Tesla)

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Tesla disagrees with most of the other players in the self-driving game on the subject of Lidar, a technology that calculates distances using pulses of infrared laser light. Waymo, Uber and others seem to regard lidar as a necessary component of any self-driving system. However, Tesla’s Hardware 2 sensor suite doesn’t include it, instead relying on radar and optical cameras.

Lidar’s strength is its high spatial precision – it can measure distances much more precisely than current camera technology can (Eady believes that better software could enable cameras to close the gap). Lidar’s weakness is that it functions poorly in bad weather. Heavy rain, snow or fog causes lidar’s laser pulses to refract and scatter. Radar works much better in challenging weather conditions.

According to Eady, the reason that Tesla eschews lidar may be the cost: “Autonomy-grade lidar is prohibitively expensive, so it’s not possible for Tesla to include it in its production cars. As far as I’m aware, no affordable autonomy-grade lidar product has yet been announced. It looks like that is still years away.”

If Elon Musk and his autonomy team are convinced that lidar isn’t necessary, why does everyone else seem so sure that it is? “Lidar has accrued an aura of magic in the popular imagination,” opines Mr. Eady. “It is easier to swallow the new and hard-to-believe idea of self-driving cars if you tell the story that they are largely enabled by a cool, futuristic laser technology…It is harder to swallow the idea that if you plug some regular ol’ cameras into a bunch of deep neural networks, somehow that makes a car capable of driving itself through complicated city streets.”

Those deep neural networks are the real reason that Eady believes Tesla will stay ahead of its competitors in the autonomy field. The flood of data that Tesla is gathering through the sensors of the 150,000 or so existing Hardware 2 vehicles “offers a scale of real-world testing and training that is new in the history of computer science.”

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Competitor Waymo has a computer simulation that contains 25,000 virtual cars, and generates data from 8 million miles of simulated driving per day. Tesla’s real-world data is of course vastly more valuable than any simulation data could ever be, and the company uses it to feed deep neural networks, allowing it to continuously improve Autopilot’s capabilities.

A deep neural network is a type of computing system that’s loosely based on the way the human brain is organized (sounds like the kind of AI that Elon Musk is worried about, but we’ll have to trust that Tesla has this under control). Deep neural networks are good at modeling complex non-linear relationships. The more data that’s available to train the network, the better its performance will be.

“Deep neural networks started to gain popularity in 2012, after a deep neural network won the ImageNet Challenge, a computer vision contest focused on image classification,” Eady explains. “For the first time in 2015, a deep neural network slightly outperformed the human benchmark for the ImageNet Challenge…The fact that computers can outperform humans on even some visual tasks is exciting for anyone who wants computers to do things better than humans can. Things like driving.”

By the way, who was the human benchmark who was bested by a machine in the ImageNet Challenge? Andrej Karpathy, who is now Director of AI at Tesla.

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Note: Article originally published on evannex.com by Charles Morris; Source: Medium

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Investor's Corner

Tesla welcomes Chipotle President Jack Hartung to its Board of Directors

Tesla announced the addition of its new director in a post on social media platform X.

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Credit: @ArthurFromX/X

Tesla has welcomed Chipotle president Jack Hartung to its Board of Directors. Hartung will officially start his tenure at the electric vehicle maker on June 1, 2025.

Tesla announced the addition of its new director in a post on social media platform X.

Jack Hartung’s Role

With Hartung’s addition, the Tesla Board will now have nine members. It’s been a while since the company added a new director. Prior to Hartung, the last addition to the Tesla Board was Airbnb co-founder Joe Gebbia back in 2022. As noted in a Reuters report, Hartung will serve on the Tesla Board’s audit committee. He will also retire from his position as president and chief strategy officer at Chipotle, and transition into a senior advisor’s role at the restaurant chain, next month.

Hartung has had a long career in the Mexican grill, joining Chipotle in 2002. He held several positions in the company, most recently serving as Chipotle’s President and Chief Strategy Officer. Tesla highlighted Hartung’s accomplishments in a post on its official account on X.

“Over the past 20+ years under Jack’s financial leadership, Chipotle has seen significant growth with over 3,700 restaurants today across the United States, Canada, the United Kingdom, France, Germany, Kuwait and the United Arab Emirates. Jack was named ‘CFO of the Year’ by Orange County Business Journal and Best CFO in the restaurant category by Institutional Investor,” Tesla wrote in its post on X.

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Tesla Board and Musk

Tesla is a controversial company with a controversial CEO, so it is no surprise that the Board of Directors tend to get flak as well. Two weeks ago, for example, Tesla Board Chair Robyn Denholm slammed The Wall Street Journal for publishing an article alleging that company directors had considered a search for a potential successor to Elon Musk. Denholm herself has also been criticized for offloading her TSLA shares.

More recently, news emerged suggesting that the Tesla Board of Directors had formed a special committee aimed at exploring a new pay package for CEO Elon Musk. The committee is reportedly comprised of Tesla board Chair Robyn Denholm and independent director Kathleen Wilson-Thompson, and they would be exploring alternative compensation methods for Musk’s contributions to the company.

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Rivian stock rises as analysts boost price targets post Q1 earnings

Rivian impressed with smaller-than-expected losses & strong revenue, pushing analysts to raise price targets.

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(Credit: Rivian)

Rivian stock is gaining traction as Wall Street analysts raise price targets following the electric vehicle (EV) maker’s first-quarter earnings report. Despite a dip after the announcement, optimism surrounds Rivian’s cost control and upcoming lower-priced cars.

Last week, Rivian reported a better-than-expected Q1 gross profit, surpassing Wall Street’s forecasts with adjusted losses of $0.48 per share against expectations of $0.92 per share. The company also reported a revenue of $1.24 billion compared to the $1.01 billion anticipated.

However, the EV automaker cut its 2025 delivery forecast and capital spending due to President Donald Trump’s tariffs. It explained that it is “not immune to the impacts of the global trade and economic environment.” RIVN stock dropped nearly 6% post-earnings, closing at $12.72 per share.

Wall Street remains upbeat about Rivian, citing progress toward launching lower-priced vehicles in 2026 and effective cost management. On Monday, Stifel analyst Stephen Gengaro raised his RIVN price target to $18 from $16, maintaining a “Buy” rating. He highlighted Rivian’s “solid progress” toward key milestones.

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Conversely, Bernstein’s Daniel Roeska gave RIVN a “Sell” rating. However, Roeska also lifted his Rivian price target to $7.05 from $6.10, acknowledging “better” Q1 results. He warned that profitability remains distant and hinges on multiple product launches by the decade’s end.

Overall, Wall Street’s average price target for RIVN climbed from $14.18 to $14.31, a modest 13-cent increase reflecting positive sentiment. About one-third of analysts covering Rivian rate it a Buy, compared to the S&P 500’s average Buy-rating ratio of 55%.

On Monday, Rivian stock rose 2.7% to $14.64, slightly trailing the S&P 500 and Dow Jones Industrial Average, which gained 3.3% and 2.8%, respectively. The uptick may also stem from broader market gains tied to news of a temporary U.S.-China tariff suspension.

As Rivian navigates trade challenges and scales production at its Illinois factory, its Q1 performance and analyst support signal resilience. With lower-priced EVs on the horizon, Rivian’s strategic moves could bolster its position in the competitive EV market, offering investors cautious optimism for long-term growth.

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Tesla (TSLA) poised to hit $1 trillion valuation again amid reports of Trump China deal

TSLA stock was up about 8% at $322.56 per share on Monday’s premarket.

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tesla-model-y-giga-texas-logo
(Credit: Tesla)

Tesla shares (NASDAQ:TSLA) are on a tear on Monday’s premarket amidst reports that the United States and China have agreed to significantly roll back tariffs on each other’s goods for an initial 90-day period.

As of writing, the premarket price of TSLA shares suggests that the electric vehicle maker might end Monday with a $1 trillion valuation once more.

Tesla and China

TSLA stock was up about 8% at $322.56 per share on Monday’s premarket. As noted in a report from Barron’s, these prices suggest that the company could achieve a trillion-dollar valuation again, a level not seen since late February. Similar to Tesla, the S&P 500 and the Dow Jones Industrial Average were also up 2.8% and 2.1%, respectively, on Monday’s premarket.

The United States and China’s decision to roll back its tariffs would likely be appreciated by CEO Elon Musk. Despite working for the Trump administration’s Department of Government Efficiency (DOGE), and despite Tesla being least affected by the Trump administration’s tariffs due to its strong domestic supply chains in the United States, China, and Europe, Musk has noted that he is a supporter of non-predatory tariffs.

The United States and China’s Agreement

In a joint statement from the United States and China posted on the White House’s official website, the two countries agreed to lower reciprocal tariffs on each other by 115% for 90 days. This means that the United States will temporarily lower its overall tariffs on Chinese goods from 145% to 30%, as noted in an ABC 12 report. China, on the other hand, will also lower its tariffs on American goods from 125% to 10%.

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The talks were led by Chinese Vice Premier He Lifeng and Treasury Secretary Scott Bessent and U.S. Trade Representative Jamieson Greer, as per the joint statement. Bessent shared his thoughts about the matter in a comment in Geneva. “The consensus from both delegations is neither side wants to be decoupled, and what have occurred with these very high tariffs … was an equivalent of an embargo, and neither side wants that. We do want trade. We want more balance in trade. And I think both sides are committed to achieving that,” he said. 

A spokesperson from China’s Commerce Ministry also shared a statement about the matter. As per the spokesperson, the deal was an “important step by both sides to resolve differences through equal-footing dialogue and consultation, laying the groundwork and creating conditions for further bridging gaps and deepening cooperation.”

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