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Stealth EV startup Rivian adds McLaren and Nike execs to lead development
Rivian, the stealthy, Michigan-based electric vehicle (EV) startup, is taking large steps forward in their new vehicle development program. The company recently added two new executives, Mark Vinnels and Rob Williams.
Mark Vinnels joined Rivian in November as Executive Director of Engineering and Programs, and oversees the development of Rivian’s vehicle platform. Vinnels was formerly the Executive Director of Product Development and Programme Director at McLaren Automotive. Vinnels joined McLaren in 2004 to lead the development of McLaren’s first road car since the infamous F1. Before joining McLaren, Vinnels was head of Lotus’s new vehicle programs and oversaw the Elise, Exige, and Europa new vehicle lines. Vinnels is also credited for his instrumental role in the development of GM’s Family 1 engine program.

Mark Vinnels, Rivian’s new Executive Director of Engineering & Programs at Rivian Automotive. (Credit McLaren Automotive)
While at McLaren, Vinnels helped the company grow its engineering division from roughly 50 engineers to 550 and significantly increased its vehicle lineup.
Rivian’s team also includes another former McLaren executive, Anthony Sheriff, who joined Rivian’s Board of Directors in 2016. Sheriff was the Managing Director of McLaren Automotive from 2003-2013, a period in which McLaren created a road car division in addition to the company’s rich history in the automotive racing arena. Sheriff was an executive at Fiat before his tenure at McLaren and also sits on the Board of Directors for electric supercar manufacturer Rimac.
Also joining Rivian is Rob Williams as Chief Creative Officer. Williams carries experience from both the automotive industry and the footwear industry. He was most recently a Senior Design Director of Footwear at Nike and spent four-and-a-half years at Chrysler. During his time as a product designer at Chrysler, he led several designs of Chrysler SUVs and Dodge Trucks.
Williams joins Jeff Hammoud, Director of Vehicle Design. Hammoud has extensive experience at Fiat-Chrysler and left the company as Chief of Design of the Jeep Brand. Hammoud joined Rivian in May 2017, followed by Williams in June.
Based on a combination of the design team’s backgrounds and patents released by Rivian last summer, it appears that Rivian’s first vehicle could be some sort of SUV. An in-depth analysis of Rivian’s design team members’ LinkedIn profiles reveals that nearly half of the team has experience with Fiat Chrysler Automotive (Formerly Chrysler), with many specializing in SUV/Truck designs.

Rivian’s Patent for “Reconfigurable Electric Vehicles”. It’s worth noting that patents do not usually reflect a vehicle’s actual planned design, rather the mechanism that the company is patenting. (Credit: Public Patent Filing)
Rivian currently has 225 employees, up from 115 at the start of the year. Other notable additions to Rivian’s team include 15 former Faraday Future employees. Faraday Future is nearly defunct after it continued to miss its wildly ambitious goals and saw its main financier’s global expansion fall apart. Most of the team from Faraday is working on Rivian’s autonomous driving technology or other highly technical roles.
The timeline for Rivian’s massive 2.6 million-square-foot manufacturing facility on the west side of Normal is still unknown. Rivian purchased the factory in January 2017 for $16 million, including all of the contents in the factory.
While Rivian hasn’t revealed many details about the development of its all-electric vehicle platform, the company revealed today that it has received a large strategic investment from New York-based Sumitomo Corporation of Americas (SCOA).
Rivian’s CEO RJ Scaringe couldn’t comment directly on the details of the investment, but did say the following to AdaptBN: “We are honored and excited to have Sumitomo as a strategic investor. Their global reach, expertise, and network in the automotive sector will help us in executing our vision. This investment reflects the result of our team’s hard work in developing our technology and products.”
Due to the level of mystery surrounding Rivian’s plans and product line, local residents and officials have begun comparing it to the likes of “Willy Wonka’s Chocolate Factory.” But only time will tell if Rivian holds a golden ticket to the future.
Elon Musk
Tesla’s Elon Musk: 10 billion miles needed for safe Unsupervised FSD
As per the CEO, roughly 10 billion miles of training data are required due to reality’s “super long tail of complexity.”
Tesla CEO Elon Musk has provided an updated estimate for the training data needed to achieve truly safe unsupervised Full Self-Driving (FSD).
As per the CEO, roughly 10 billion miles of training data are required due to reality’s “super long tail of complexity.”
10 billion miles of training data
Musk comment came as a reply to Apple and Rivian alum Paul Beisel, who posted an analysis on X about the gap between tech demonstrations and real-world products. In his post, Beisel highlighted Tesla’s data-driven lead in autonomy, and he also argued that it would not be easy for rivals to become a legitimate competitor to FSD quickly.
“The notion that someone can ‘catch up’ to this problem primarily through simulation and limited on-road exposure strikes me as deeply naive. This is not a demo problem. It is a scale, data, and iteration problem— and Tesla is already far, far down that road while others are just getting started,” Beisel wrote.
Musk responded to Beisel’s post, stating that “Roughly 10 billion miles of training data is needed to achieve safe unsupervised self-driving. Reality has a super long tail of complexity.” This is quite interesting considering that in his Master Plan Part Deux, Elon Musk estimated that worldwide regulatory approval for autonomous driving would require around 6 billion miles.
FSD’s total training miles
As 2025 came to a close, Tesla community members observed that FSD was already nearing 7 billion miles driven, with over 2.5 billion miles being from inner city roads. The 7-billion-mile mark was passed just a few days later. This suggests that Tesla is likely the company today with the most training data for its autonomous driving program.
The difficulties of achieving autonomy were referenced by Elon Musk recently, when he commented on Nvidia’s Alpamayo program. As per Musk, “they will find that it’s easy to get to 99% and then super hard to solve the long tail of the distribution.” These sentiments were echoed by Tesla VP for AI software Ashok Elluswamy, who also noted on X that “the long tail is sooo long, that most people can’t grasp it.”
News
Tesla earns top honors at MotorTrend’s SDV Innovator Awards
MotorTrend’s SDV Awards were presented during CES 2026 in Las Vegas.
Tesla emerged as one of the most recognized automakers at MotorTrend’s 2026 Software-Defined Vehicle (SDV) Innovator Awards.
As could be seen in a press release from the publication, two key Tesla employees were honored for their work on AI, autonomy, and vehicle software. MotorTrend’s SDV Awards were presented during CES 2026 in Las Vegas.
Tesla leaders and engineers recognized
The fourth annual SDV Innovator Awards celebrate pioneers and experts who are pushing the automotive industry deeper into software-driven development. Among the most notable honorees for this year was Ashok Elluswamy, Tesla’s Vice President of AI Software, who received a Pioneer Award for his role in advancing artificial intelligence and autonomy across the company’s vehicle lineup.
Tesla also secured recognition in the Expert category, with Lawson Fulton, a staff Autopilot machine learning engineer, honored for his contributions to Tesla’s driver-assistance and autonomous systems.
Tesla’s software-first strategy
While automakers like General Motors, Ford, and Rivian also received recognition, Tesla’s multiple awards stood out given the company’s outsized role in popularizing software-defined vehicles over the past decade. From frequent OTA updates to its data-driven approach to autonomy, Tesla has consistently treated vehicles as evolving software platforms rather than static products.
This has made Tesla’s vehicles very unique in their respective sectors, as they are arguably the only cars that objectively get better over time. This is especially true for vehicles that are loaded with the company’s Full Self-Driving system, which are getting progressively more intelligent and autonomous over time. The majority of Tesla’s updates to its vehicles are free as well, which is very much appreciated by customers worldwide.
Elon Musk
Judge clears path for Elon Musk’s OpenAI lawsuit to go before a jury
The decision maintains Musk’s claims that OpenAI’s shift toward a for-profit structure violated early assurances made to him as a co-founder.
A U.S. judge has ruled that Elon Musk’s lawsuit accusing OpenAI of abandoning its founding nonprofit mission can proceed to a jury trial.
The decision maintains Musk’s claims that OpenAI’s shift toward a for-profit structure violated early assurances made to him as a co-founder. These claims are directly opposed by OpenAI.
Judge says disputed facts warrant a trial
At a hearing in Oakland, U.S. District Judge Yvonne Gonzalez Rogers stated that there was “plenty of evidence” suggesting that OpenAI leaders had promised that the organization’s original nonprofit structure would be maintained. She ruled that those disputed facts should be evaluated by a jury at a trial in March rather than decided by the court at this stage, as noted in a Reuters report.
Musk helped co-found OpenAI in 2015 but left the organization in 2018. In his lawsuit, he argued that he contributed roughly $38 million, or about 60% of OpenAI’s early funding, based on assurances that the company would remain a nonprofit dedicated to the public benefit. He is seeking unspecified monetary damages tied to what he describes as “ill-gotten gains.”
OpenAI, however, has repeatedly rejected Musk’s allegations. The company has stated that Musk’s claims were baseless and part of a pattern of harassment.
Rivalries and Microsoft ties
The case unfolds against the backdrop of intensifying competition in generative artificial intelligence. Musk now runs xAI, whose Grok chatbot competes directly with OpenAI’s flagship ChatGPT. OpenAI has argued that Musk is a frustrated commercial rival who is simply attempting to slow down a market leader.
The lawsuit also names Microsoft as a defendant, citing its multibillion-dollar partnerships with OpenAI. Microsoft has urged the court to dismiss the claims against it, arguing there is no evidence it aided or abetted any alleged misconduct. Lawyers for OpenAI have also pushed for the case to be thrown out, claiming that Musk failed to show sufficient factual basis for claims such as fraud and breach of contract.
Judge Gonzalez Rogers, however, declined to end the case at this stage, noting that a jury would also need to consider whether Musk filed the lawsuit within the applicable statute of limitations. Still, the dispute between Elon Musk and OpenAI is now headed for a high-profile jury trial in the coming months.