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Tesla to focus on “narrow AI” and neural maps in next-gen Autopilot

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Tesla reported Q2 financials yesterday which lacked new actionable information for Tesla traders, but provided some unexpected details on one topic, autonomous driving.

Neel N. Mehta of Morgan Stanley was first to ask for a  “an update on Tesla’s proprietary mapping initiatives.”

Elon initially responded that “I think we would prefer to be confidential in that regard,” but Elon being Elon further explained that “what we’ve said thus far is that there’s need to have much higher definition maps than currently exists anywhere in the world in order to have full autonomy. And we’re in the process of building those and I think making good progress.”

Later on in the call, James J. Albertine of Consumer Edge Research asked to “understand in more detail I think how you [Elon] plan to get to fully autonomous.” Elon finally relented and said “Well, again, major product announcements are not – I shouldn’t do those on an earnings call, obviously. And all I’d say is that full autonomy is going to come a hell of a lot faster than anyone thinks it will. And I think what we’ve got under development is going to blow people’s minds. It blows my mind, so.”

Elon was not done. Colin Rusch of Oppenheimer went back on the subject and asked “how you guys are going to approach that functionality going forward with the driver assist in the autonomous driving push going forward?” Elon answered that “I think we’ll have a more significant announcement on that later. So it’s not really – earnings call is not the right time for that except that it will be a Tesla solution, internal solution.”

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The analysts were not done with the topic. Brad Erickson of Pacific Crest Securities pounded on asking “Just had a quick follow up, I guess, on something that’s been asked a couple of times; take another run at it. I guess given that you’re obviously no longer working with this key supplier [Mobileye] around full autonomy. What are the major hurdles that you see for Tesla here to overcome to get to full autonomy? Is it just a case of software development, lots more miles driven and basically getting the right people in place? Any color on sort of some of the key challenges you’re facing and where you’re particularly focused for delivering full autonomy at some point?”

“It’s exciting, it blows me away, the progress we’re making.” – Elon Musk

Elon finally gave some more details: “Well, full autonomy is really a software limitation. I mean the hardware is just to create full autonomy, so it’s really about developing advanced, narrow AI for the car to operate on. I want to emphasize narrow AI, it’s like not going to take over the world, but it needs to be really good at driving a car. So increasingly sophisticated neural maps that can operate in reasonably sized computers in the car. That’s our focus. I’m very optimistic about this. It’s exciting, it blows me away, the progress we’re making. So I think if I’m this close to it and it’s blowing me away, it’s really going to blow other people away when they see it for the first time.”

According to Wikipedia, “narrow AI,” also known as “weak AI”, “defines non-sentient computer intelligence or AI that is focused on one narrow task. Weak AI is defined in contrast to either “strong AI” (a machine with consciousness, sentience and mind) or “artificial general intelligence” (a machine with the ability to apply intelligence to any problem, rather than just one specific problem).” Wikipedia cites Apple’s Siri as an example of a “narrow AI”. 

Combining all of Elon’s responses, we can expect a major [significant] announcement regarding an internal Tesla solution to autonomous driving, which will involve  a combination of “narrow AI” software implementing sophisticated neural maps, and much higher definition maps but likely no major new hardware. So much for being “confidential.”

This is great news to current Tesla owners because it is a “software” solution: current Model S, Model X and eventual Model 3 owners may be capable of full autonomous driving.

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If Elon thinks that all of this “is going to blow other people away”, it probably will.

Photo credit: Garth Woodworth

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Investor's Corner

Tesla negativity “priced into the stock at its current levels:” CFRA analyst

The CFRA analyst has given Tesla a price target of $360 per share.

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Credit: Tesla China

In recent comments to the Schwab Network, CFRA analyst Garrett Nelson stated that a lot of the “negative sentiment towards Tesla (NASDAQ:TSLA) is priced into the stock at its current levels.”

The CFRA analyst has given Tesla a price target of $360 per share.

Q1 A Low Point in Sales

The CFRA analyst stated that Tesla’s auto sales likely bottomed last quarter, as noted in an Insider Monkey report. This was, Nelson noted, due to Q1 typically being the “weakest quarter for automakers.” He also highlighted that all four of Tesla’s vehicle factories across the globe were idled in the first quarter.

While Nelson highlighted the company’s changeover to the new Model Y as a factor in Q1, he also acknowledged the effects of CEO Elon Musk’s politics. The analyst noted that while Tesla lost customers due to Musk’s political opinions, the electric vehicle maker has also gained some new customers in the process.

CFRA’s Optimistic Stance

Nelson also highlighted that Tesla’s battery storage business has been growing steadily over the years, ending its second-best quarter in Q1 2025. The analyst noted that Tesla Energy has higher margins than the company’s electric vehicle business, and Tesla itself has a very strong balance sheet.

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The CFRA analyst also predicted that Tesla could gain market share in the United States because it has less exposure to the Trump administration’s tariffs. Teslas are the most American-made vehicles in the country, so the Trump tariffs’ effects on the company will likely be less notable compared to other automakers that produce their cars abroad.

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Tesla average transaction prices (ATP) rise in March 2025: Cox Automotive

Tesla Model Y and Model 3 saw an increase in their average transaction price (ATP) in March 2025.

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Credit: Tesla/X

Data recently released from Cox Automotive’s Kelley Blue Book has revealed that electric vehicles such as the Tesla Model Y and Model 3 saw an increase in their average transaction price (ATP) in March 2025.

Cox Automotive’s findings were shared in a press release

March 2025 EV ATPs

As noted by Cox, new electric vehicle prices in March were estimated to be $59,205, a 7% increase year-over-year. In February, new EV prices had an ATP of $57,015. The average transaction price for electric vehicles was 24.7% higher than the overall auto industry ATP of $47,462.

As per Cox, “Compared to the overall industry ATP ($47,462), EV ATPs in March were higher by nearly 25% as the gap between new ICE and new EV grows wider. EV incentives continued to range far above the industry average. In March, the average incentive package for an EV was 13.3% of ATP, down from the revised 14.3% in February.”

Tesla ATPs in Focus

While Tesla saw challenges in the first quarter due to its factories’ changeover to the new Model Y, the company’s ATPs last month were estimated at $54,582, a year-over-year increase of 3.5% and a month-over-month increase of 4.5%. A potential factor in this could be the rollout of the Tesla Model Y Launch Series, a fully loaded, limited-edition variant of the revamped all-electric crossover that costs just under $60,000.

This increase, Cox noted, was evident in Tesla’s two best-selling vehicles, the Model 3 sedan and the Model Y crossover, the best-selling car globally in 2023 and 2024. “ATPs for Tesla’s two core models – Model 3 and Model Y – were higher month over month and year over year in March,” Cox wrote.

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Cox’s Other Findings

Beyond electric vehicles, Cox also estimated that new vehicle ATPs held steady month-over-month and year-over-year in March at $47,462, down slightly from the revised-lower ATP of $47,577 in February. Sales incentives in March were flat compared to February at 7% of ATP, though they are 5% higher than 2024, when incentives were equal to 6.7% of ATP. 

Estimates also suggest that new vehicle sales in March topped 1.59 million units, the best volume month in almost four years. This was likely due to consumers purchasing cars before the Trump administration’s tariffs took effect. As per Erin Keating, an executive analyst at Cox, all things are pointing to higher vehicle prices this summer. 

“All signs point to higher prices this summer, as existing ‘pre-tariff’ inventory is sold down to be eventually replaced with ‘tariffed’ inventory. How high prices rise for consumers is still very much to be determined, as each automaker will handle the price puzzle differently. Should the White House posture hold, our team is expecting new vehicles directly impacted by the 25% tariff to see price increases in the range of 10-15%,” Keating stated.

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Tesla bull sees company’s future clearly: Cathie Wood

ARK Invest’s Cathie Wood remains bullish as TSLA rebounds. Trump tariffs loom, but Wood says Tesla’s U.S. supply chain gives it an edge.

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ARK Invest’s Cathie Wood explained her bullish stance on Tesla once again. Tesla shares dropped after a challenging first quarter. However, TSLA stock surged on Wednesday, proving Wood’s optimism was right on the money.

In an interview with Barron’s, Wood enumerated a few reasons ARK Invest sees a bright future for Tesla. She predicts that Tesla will launch a cheaper electric vehicle (EV), starting at around $30,000—half the price of a typical Model Y. “This will help bring affordability back into auto buying,” Wood said.

Tesla’s $30,000 EV model is expected to launch this quarter. However, Tesla is already refreshing its EV lineup and offering cheaper models. It debuted a Long Range All-Wheel-Drive Model Y “Juniper” in the U.S. on April 4, priced at $48,990 before a $7,500 tax credit.

Wood also touted Tesla’s upcoming robotaxi service, which she predicts will help consumers save upfront costs that would usually go to buying a new car. The ARK Invest CEO argues that Tesla’s robotaxi service would be cheaper than Uber and Lyft because it would save costs without a human driver.

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Benchmark analyst Mickey Legg echoed Wood’s prediction in a recent note. Legg believes the negative narrative surrounding Tesla is exaggerated. The Benchmark analyst encouraged investors to look at the catalysts that could drive TSLA stocks up, like its AI developments.

Similar to Legg, Wood brushed off concerns about Elon Musk’s ties to Trump and negativity surrounding Tesla stock. “News cycles pass quickly nowadays, and the best cars are going to win.”

The ARK Invest CEO also shared her thoughts on Trump’s tariffs and how they would affect companies like Tesla.

“When businesses and consumers are scared, they’ll change the way they do things, and that’s usually good for the companies that are helping others do things better, cheaper, faster, more creatively, and more productively,” she said.

Wood noted that Tesla’s heavy North American sourcing will soften tariff blows. With affordability and tech in focus, Wood sees Tesla forging ahead despite Trump’s tariffs.

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