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Waymo launches its AI research model for self-driving operations

Credit: Waymo

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Waymo, the driverless ride-hailing arm of Google parent company Alphabet, has now launched a new AI research model for its self-driving operations.

In a pair of press releases on its approach to AI and its new end-to-end multimodal model for autonomous driving, dubbed EMMA, Waymo has shared details about its plans for the AI research model going forward. The company says it is still using the EMMA model in research stages, rather than in operational vehicles, and the approach comes as an alternative that looks a lot like Tesla’s Full Self-Driving (FSD) and other end-to-end model approaches.

“EMMA is research that demonstrates the power and relevance of multimodal models for autonomous driving,” said Drago Anguelov, VP and Head of Research at Waymo. “We are excited to continue exploring how multimodal methods and components can contribute towards building an even more generalizable and adaptable driving stack.”

Waymo says the EMMA model uses real-world knowledge based on its Gemini language model, while the end-to-end approach is expected to eventually let autonomous vehicles operate directly from sensor data and real-time driving scenarios. The company has also highlighted its use of Large Language Models (LLMs) and Vision-Language Models (VLMs), calling its architecture the Waymo Foundation Model.

Hear the company’s executive detail the Waymo research and AI program more below.

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EMMA research and criticisms

In the announcement press release about EMMA, Waymo lays out the following as key aspects of the research program:

  1. End-to-End Learning: EMMA processes raw camera inputs and textual data to generate various driving outputs including planner trajectories, perception objects, and road graph elements.
  2. Unified Language Space: EMMA maximizes Gemini’s world knowledge by representing non-sensor inputs and outputs as natural language text.
  3. Chain-of-Thought Reasoning: EMMA uses chain-of-thought reasoning to enhance its decision-making process, improving end-to-end planning performance by 6.7% and providing interpretable rationale for its driving decisions.

“The problem we’re trying to solve is how to build autonomous agents that navigate in the real world,” says Srikanth Thirumalai, Waymo VP of Engineering. “This goes far beyond what many AI companies out there are trying to do.”

Still, some have cast doubt on the large-scale end-to-end model, saying that it may be too risky to utilize generative AI models without including significant safeguards.

“It’s bandwagoning around something that sounds impressive but is not a solution,” said Sterling Anderson, Aurora Innovation’s Chief Product Officer, in a statement to Automotive News.

Mobileye CTO Shai Shalev-Shwartz called end-to-end approaches “a huge risk,” especially regarding the verification of decision-making process for vehicles operating on the model. It’s also worth noting that Waymo is currently only researching the approach, and it doesn’t currently have any plans to make it commercially available.

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The news comes after Waymo recently closed on a $5.6 billion funding round, effectively bringing the company’s valuation up past $45 billion. The company is also working on its next generation of self-driving vehicles based on the Hyundai Ioniq 5, built at a new factory in Georgia.

Waymo hires former Tesla Executive 

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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Elon Musk

Tesla is building a new UFO-inspired Supercharger in the heart of Alien country

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Credit: MarcoRP | X

Tesla is planning to build a new UFO-inspired Supercharger in the heart of Alien country — Roswell, New Mexico.

Back in 1947, a crash of debris led to rumors of an alleged crash of a UFO just 75 miles north of Roswell near Corona, New Mexico. The crash was officially noted as the recovery of a military balloon, but over the years, speculation persists that the “flying disc” many saw might have been extraterrestrials trying to make contact with Earth.

As a result of the 1947 crash, Roswell has adopted it and used it as the inspiration for much of its tourism. As Tesla is planning to build a Supercharger in the area, it is using the same sort of inspiration for the location, which will feature just eight charging stalls located under a CyberCanopy.

It was first spotted by MarcoRP, a noted Supercharger permit insider:

Here are some better pictures of the design:

Tesla’s Head of Charging for North America, Max de Zegher, confirmed that the site will be inspired by the events near Roswell in 1947. He noted that Tesla “wants to build a few Superchargers cool enough to be worth of the trip itself.”

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This will undoubtedly be one of those locations, and along with the Tesla Drive-in Diner Supercharger in Santa Monica, it seems the company could be moving toward some more unique designs for the future, making the charging experience more fun and interesting for owners:

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This Tesla vandal caused thousands in damage, but she was let off the hook: Here’s why

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Credit: Tesla

A Tesla vandal in Bloomington, Minnesota, caused $3,200 in damages to a car after keying it. However, the local police department, as well as the owner of the Tesla, let her off the hook.

As a Tesla sat in the parking lot of a Cub Foods grocery store, it was damaged in an act of vandalism that we are unfortunately seeing all too frequently. Police managed to locate the woman responsible for the damage, aiming to hold her responsible for the scrapes she applied to the vehicle.

However, in an act that many might not be able to perform, the owner of the Tesla did not want to pursue any criminal charges. Instead, they just wanted their car fixed.

Police Chief Booker Hodges said (via Minnesota Star Tribune):

“The victim in this case just wanted their car fixed, and they just wanted the suspect to pay for that. Based on the totality of the circumstances here, and along with our core value of being compassionate, this is the best outcome for everybody involved in this case.”

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It was an incredible act of forgiveness, as many of those who have had their Teslas damaged in response to CEO Elon Musk likely would not have been able to do the same thing. One person who had their vehicle keyed filed a civil lawsuit against the vandal, who damaged their car while it was parked at Dallas-Fort Worth International Airport, seeking $1 million in damages.

Chief Hodges finished his remarks about this specific situation by calling out the leaders who have spread a hateful narrative about Musk and Tesla, and the company’s vehicle owners as well:

“We need our leaders to start leading and stop feeding this rhetoric. People should be able to drive whatever car they want without fear of going into a store and someone scratching their car or people yelling at them because of the car that … they choose to drive. It’s time for all of us, you know, just to start getting along and knock this stuff off, man. People should be able to be left alone.”

While Chief Hodges did not mention anyone specifically, Minnesota politician and former VP candidate Tim Walz said earlier this month that he “gets a boost” when Tesla stock falls. He later retracted his statement by stating it was just a joke.

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Tesla Model Y tops Norway sales despite low Q1 delivery results

The new Model Y ended March as Norway’s top-selling vehicle for the month, with 1,819 units sold.

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Credit: Tesla China

Tesla did not meet delivery expectations in the first quarter of 2025, and a huge reason behind this was the changeover to the new Model Y in Giga Texas, the Fremont Factory, Giga Shanghai, and Giga Berlin.

Despite Tesla’s disappointing Q1 vehicle delivery results, the new Model Y still made a significant impact in key markets such as Norway.

The new Model Y’s Norway Comeback

While sales of the new Model Y in January and February were low in Norway, the vehicle saw a lot of momentum as soon as deliveries of the updated all-electric crossover started. This resulted in the new Model Y ending March 2025 as Norway’s top-selling vehicle for the month, with 1,819 units sold.

Over the course of Q1 2025, Tesla was able to sell a total of 2,792 Model Y units. That was enough to also make the all-electric crossover Norway’s best-selling vehicle in the first quarter. This is quite an impressive feat for Tesla, especially since sales were throttled during the quarter due to the company’s changeover to the new Model Y.

Source: Elbilstatistikk

Tesla in Other European Markets

Tesla’s results in Europe during the first quarter were a mixed bag. In Germany alone, Tesla saw 4,935 vehicles sold in Q1 2025. As per the German road traffic agency KBA, Tesla’s sales in March dropped 42.5% to 2,229 units year-over-year. This was despite overall EV registrations rising 35.3% during the month. 

In Italy, new vehicle registrations rebounded 51% in March from the previous year to 2,217 units, as per data from the Transport Ministry. This is still quite impressive considering that Tesla has become a very polarizing carmaker in Europe, thanks in no small part to CEO Elon Musk’s politics and close relation to U.S. President Donald Trump.

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