As the days count down towards the company’s entry into the stock market, Rivian Automotive Inc. has been struck with a lawsuit from a former executive who alleged that she suffered gender discrimination while working for the electric truck maker. The suit was filed Thursday in a California Superior Court in Orange County.
Laura Schwab served as Rivian’s vice president of sales and marketing, joining the company in November 2020 after leaving Aston Martin. Her credentials are impressive, being the first female President in Aston Martin’s 108-year history. As per a Bloomberg report, Schwab’s compensation from Rivian was substantial, with a $360,000 base salary, a 40% sign-on bonus, a $4,000 monthly stipend, a $100,000 sign-on bonus, and $1.5 million in equity in the form of restricted stock units.
According to the former executive, however, her experience with the company left much to be desired. Schwab alleged that she was abruptly terminated by the company after she complained about a “textbook pattern of gender bias” and discrimination from a top executive. By doing so, the former executive alleged that Rivian violated the state’s labor code, tarnished her reputation, and caused her emotional pain. She also noted that her termination cost her “millions of dollars in unvested equity on the eve of the company’s IPO.”
Other issues brought up in the suit involved Schwab being routinely excluded from meetings despite her extensive experience in the auto industry. She also noted that Rivian’s Chief Commercial Officer made decisions about her team “without her input but with input from men on different teams, and dismissed the legitimate concerns she had regarding Rivian’s misleading public statements and flawed business practices.” Her warnings about the pricing of the company’s vehicles, as well as her concerns about delivery targets were allegedly ignored as well.
The former Aston Martin and Rivian executive took to Medium to share her thoughts on the matter.
“Rivian publicly boasts about its culture, so it was a crushing blow when I joined the company and almost immediately experienced a toxic bro culture that marginalizes women and contributes to the company making mistakes. I raised concerns to HR about the gender discrimination from my manager, the ‘boys club’ culture, and the impact it was having on me, my team, and the company. Two days later, my boss fired me.
“Despite my 20 years of auto experience, and my position as VP of Sales and Marketing, I was excluded from crucial meetings that impacted our mission and my team. Time and time again, I raised concerns regarding vehicle pricing and manufacturing deadlines, but no one listened, even though I have extensive experience launching and pricing vehicles. It wasn’t until my (often less experienced) male colleagues raised the exact same ideas that the Chief Growth Officer (internally called Chief Commercial Officer) would respond. Never in my years in the auto industry had I experienced such blatant marginalization,” Schwab wrote.
Rivian has so far declined to comment on the lawsuit, with spokeswoman Amy Mast citing restrictions of the company’s quiet period as part of its impending IPO.
The former executive’s post about her experience at Rivian could be accessed here.
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Tesla Model 3 gets perfect 5-star Euro NCAP safety rating
Tesla prides itself on producing some of the safest vehicles on the road today.

Tesla prides itself on producing some of the safest vehicles on the road today. Based on recent findings from the Euro NCAP, the 2025 Model 3 sedan continues this tradition, with the vehicle earning a 5-star overall safety rating from the agency.
Standout Safety Features
As could be seen on the Euro NCAP’s official website, the 2025 Model 3 achieved an overall score of 90% for Adult Occupants, 93% for Child Occupants, 89% for Vulnerable Road Users, and 87% for Safety Assist. This rating, as per the Euro NCAP, applies to the Model 3 Rear Wheel Drive, Long Range Rear Wheel Drive, Long Range All Wheel Drive, and Performance All Wheel Drive.
The Euro NCAP highlighted a number of the Model 3’s safety features, such as its Active Hood, which automatically lifts during collisions to mitigate injury risks to vulnerable road users, and Automatic Emergency Braking System, which now detects motorcycles through an upgraded algorithm. The Euro NCAP also mentioned the Model 3’s feature that prevents initial door opening if someone is approaching the vehicle’s blind spot.
Standout Safety Features
In a post on its official Tesla Europe & Middle East account, Tesla noted that the company is also introducing new features that make the Model 3 even safer than it is today. These include functions like head-on collision avoidance and crossing traffic AEB, as well as Child Left Alone Detection, among other safety features.
“We also introduced new features to improve Safety Assist functionality even further – like head-on collision avoidance & crossing traffic AEB – to detect & respond to potential hazards faster, helping avoid accidents in the first place.
“Lastly, we released Child Left Alone Detection – if an unattended child is detected, the vehicle will turn on HVAC & alert caregivers via phone app & the vehicle itself (flashing lights/audible alert). Because we’re using novel in-cabin radar sensing, your Tesla is able to distinguish between adult vs child – reduced annoyance to adults, yet critical safety feature for kids,” Tesla wrote in its post on X.
Below is the Euro NCAP’s safety report on the 2025 Tesla Model 3 sedan.
Euroncap 2025 Tesla Model 3 Datasheet by Simon Alvarez on Scribd
Elon Musk
USDOT Secretary visits Tesla Giga Texas, hints at national autonomous vehicle standards
The Transportation Secretary also toured the factory’s production lines and spoke with CEO Elon Musk.

United States Department of Transportation (USDOT) Secretary Sean Duffy recently visited Tesla’s Gigafactory Texas complex, where he toured the factory’s production lines and spoke with CEO Elon Musk. In a video posted following his Giga Texas visit, Duffy noted that he believes there should be a national standard for autonomous vehicles in the United States.
Duffy’s Giga Texas Visit
As could be seen in videos of his Giga Texas visit, the Transportation Secretary seemed to appreciate the work Tesla has been doing to put the United States in the forefront of innovation. “Tesla is one of the many companies helping our country reach new heights. USDOT will be right there all the way to make sure Americans stay safe,” Duffy wrote in a post on X.
He also praised Tesla for its autonomous vehicle program, highlighting that “We need American companies to keep innovating so we can outcompete the rest of the world.”
National Standard
While speaking with Tesla CEO Elon Musk, the Transportation Secretary stated that other autonomous ride-hailing companies have been lobbying for a national standard for self-driving cars. Musk shared the sentiment, stating that “It’d be wonderful for the United States to have a national set of rules for autonomous driving as opposed to 50 independent sets of rules on a state-by-state rules basis.”
Duffy agreed with the CEO’s point, stating that, “You can’t have 50 different rules for 50 different states. You need one standard.” He also noted that the Transportation Department has asked autonomous vehicle companies to submit data. By doing so, the USDOT could develop a standard for the entire United States, allowing self-driving cars to operate in a manner that is natural and safe.
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Tesla posts Optimus’ most impressive video demonstration yet
The humanoid robot was able to complete all the tasks through a single neural network.

When Elon Musk spoke with CNBC’s David Faber in an interview at Giga Texas, he reiterated the idea that Optimus will be one of Tesla’s biggest products. Seemingly to highlight the CEO’s point, the official Tesla Optimus account on social media platform X shared what could very well be the most impressive demonstration of the humanoid robot’s capabilities to date.
Optimus’ Newest Demonstration
In its recent video demonstration, the Tesla Optimus team featured the humanoid robot performing a variety of tasks. These include household chores such as throwing the trash, using a broom and a vacuum cleaner, tearing a paper towel, stirring a pot of food, opening a cabinet, and closing a curtain, among others. The video also featured Optimus picking up a Model X fore link and placing it on a dolly.
What was most notable in the Tesla Optimus team’s demonstration was the fact that the humanoid robot was able to complete all the tasks through a single neural network. The robot’s actions were also learned directly from Optimus being fed data from first-person videos of humans performing similar tasks. This system should pave the way for Optimus to learn and refine new skills quickly and reliably.
Tesla VP for Optimus Shares Insight
In a follow-up post on X, Tesla Vice President of Optimus (Tesla Bot) Milan Kovac stated that one of the team’s goals is to have Optimus learn straight from internet videos of humans performing tasks, including footage captured in third person or by random cameras.
“We recently had a significant breakthrough along that journey, and can now transfer a big chunk of the learning directly from human videos to the bots (1st person views for now). This allows us to bootstrap new tasks much faster compared to teleoperated bot data alone (heavier operationally).
“Many new skills are emerging through this process, are called for via natural language (voice/text), and are run by a single neural network on the bot (multi-tasking). Next: expand to 3rd person video transfer (aka random internet), and push reliability via self-play (RL) in the real-, and/or synthetic- (sim / world models) world,” Kovac wrote in his post on X.
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