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EXCLUSIVE: ‘Rivian wanted what Georgia had’: How the Peach State became Rivian’s $5B match
In the Northern portion of Georgia, about 45 miles East of Atlanta, a 2,000-acre slice of land is covered in beautiful trees, hosting stunning landscapes of the rural sections of the Peach State. For several years, Georgia Economic Development Department Commissioner Pat Wilson has pitched this massive piece of beautiful real estate to various automakers, with nobody willing to bring another massive vehicle manufacturing facility to the heart of the Southeastern United States. That was until Rivian came to town.
“It was the perfect company for the perfect site.”
“We considered making it an OEM site,” Wilson, who has been the Commissioner of the State of Georgia’s Economic Development Department since November 2016, told Teslarati in an exclusive interview. He showed the property to Volvo and Toyota/Mazda, among others, over the past few years, but could not come to terms with them on the land. These large-scale, mass-market automakers were unwilling to join Kia, which has a massive $1.8 billion, 2.2 million square foot factory just miles away from the Georgia-Alabama border, to bring a sizeable manufacturing plant to Georgia. It just was not the right fit.
The right fit would eventually come along. While sifting through requests from various companies who were interested in the site and ultimately coming up with no buyers, Wilson knew the right company would eventually show up to build on the land. It would not end up being a car company with a long-standing history of successful automotive manufacturing. Instead, a company known as Rivian Automotive, which just rolled its first production units off of an assembly line in Normal, Illinois, and completed its first deliveries earlier this year, was requesting information. It would end up being the peach Georgia needed to secure its single most significant investment in state history — $5 billion, to be exact. “It was the perfect company for the perfect site,” Wilson said. “Rivian wanted what Georgia had.”
Rivian will build its next EV manufacturing plant in Georgia
CEO RJ Scaringe eventually drove around the 2,000-acre site in a Rivian R1T, plotting ideas and envisioning his young and scrappy company’s second U.S.-located automotive assembly plant. It is a beautiful landscape, and it needed to be preserved. “RJ was genuinely concerned about keeping the area environmentally stable. ” Wilson said. “You only have to look at their website and read a little bit of it to see that this is a company that cares about the world and sustainability. It was important to him to keep the area in its beautiful state.”
“RJ was genuinely concerned about keeping the area environmentally stable…It was important to him to keep the area in its beautiful state.”
Rivian wanted a property with a beautiful landscape, and Wilson said the company wanted to preserve its beauty and integrate its future automotive facility into the topography, which will hit its expected employment of 7,500 people in 2028. It also did not intrude on locals or nearby residents, who gave their blessing for the Economic Development Department to offer the area to large industries. “We don’t propose sites unless we are invited to do so,” Wilson clarified. Citizens welcomed projects with open arms, which solved half of the issue. The next was selling Rivian on the idea.
Selling Scaringe: Lofty Expectations
Rivian undoubtedly had its reservations, and its elevated expectations and accelerated timeline scared off plenty of other regions that were in the running for “Project Terra.” Like other high-tech electric vehicle startups, Rivian had lofty goals to begin production shortly after construction starts. Other states and areas might not have been as willing or able as Georgia to commit to the quick turnaround Rivian and Scaringe had described. Construction will begin in Georgia in Summer 2022, with production lines ramping up in 2024. Rivian hopes to have one of its non-negotiable terms met by launching production around two years after construction crews break ground. Evidently, Speed to Market was a real need for Rivian, and it needed the right State and the right team to make it happen.
CEO & Founder of Rivian, RJ Scaringe (Photo: Rivian)
Speed and efficiency of the construction process was not the only advantage Rivian saw with the site, however. The 2,000-acre land plot that the company locked up and subsequently announced during the company’s first quarterly earnings call as a publicly-traded entity last week also has a great location that could alleviate potential supply chain concerns. Sitting in the Interstate 20 corridor, the plant will have easy access to the Port of Savannah and the State’s 5,000 miles of railway to deliver manufacturing materials quickly. This solved logistical concerns relatively quickly.
There were other concerns too, however. Georgia has one of the lowest unemployment rates in the United States, which sounds like a good thing. Department of Labor statistics listed Georgia’s unemployment rate at just 2.8% for November 2021, the fourth-lowest rate federally, following Nebraska (1.8%), Utah (2.1%), and Oklahoma (2.5%). Interestingly and nearly counterintuitively, a low unemployment rate could actually bring some large-scale companies with sizeable employment needs problems down the road, and Rivian knew that Georgia had a reputation for keeping its people employed. Governor Brian Kemp kept the State’s workforce relatively operational through the COVID-19 pandemic in 2020 and 2021. “He created structure for the State,” which ultimately kept Georgia’s people at work, eliminating widespread unemployment and furloughs, Wilson said.
Georgia committed to Rivian’s needs and essentially removed its concerns regarding employment by securing plans for a Quick Start workforce training program facility at the future automotive plant. Quick Start is a State-sponsored program created in 1967 that provides customized workforce training for expanding industries. It runs through the Georgia Technical College System and gives workers free, hands-on, in-depth training that contributes to the state’s economy. Wilson said the program essentially lets taxpayer dollars be funded back into local communities through job training. It keeps people at work, it invests back into the citizens of the State, and most importantly, it prepares them for the job they are about to start. It is a highly successful and proven program that resulted in the first car ever built at the Kia Factory in West Point being fully operational. This is an event that does not happen often, as most vehicles that roll off of production lines as prototypes in a facility’s early days are usually a result of training and are not close to production quality.
Quick Start does more than give employees comprehensive, hands-on training. It also gives Georgians the opportunity to stay in their communities and develop them. Wilson was adamant that the Quick Start program has retained indescribable amounts of talent in Georgia, keeping the State’s workforce and some of its most brilliant minds local. “It gives people a chance to help their communities, but it keeps Georgia talent in Georgia. It benefits the taxpayers because we are investing back into our people,” Wilson added.
While Rivian’s project is the most recent to enter Georgia, Wilson certainly hopes it is not the last. “I hope more EV makers come to our State,” he said. “There will be more change in the automotive industry in the next ten years than there was in the last 100. These are jobs for the future, and we are looking for them because it is generational for the State. These plants will create jobs 60 years down the road.”
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Elon Musk dismissed reports claiming SpaceX had placed a massive order for NVIDIA GPUs worth $52 billion. The denial came hours after Taiwanese media, citing unnamed industry sources, reported that SpaceX planned to acquire approximately 13,000 AI server racks, equating to roughly 1 million GB300 GPUs, from Foxconn.
Each rack was estimated at around $4 million, with deliveries potentially starting in late 2025.
The story suggested this would mark SpaceX’s first major foray into Foxconn-manufactured NVIDIA hardware, breaking from suppliers like Supermicro and Dell. Musk responded bluntly on X:
This is fake news
— Elon Musk (@elonmusk) July 20, 2026
Despite the denial, the rumored scale aligns with SpaceX’s explosive growth in AI infrastructure. NVIDIA’s GB300 (successor to the GB200 NVL) racks deliver unprecedented performance for large-scale training and inference. A $52 billion commitment would dwarf most corporate AI budgets and provide the compute muscle needed for frontier models.
SpaceX already operates gigawatt-scale terrestrial clusters like Colossus in Memphis, Tennessee, and has monetized them aggressively through leasing deals.
SpaceX’s newest Starmind will make earth data centers obsolete
Major customers include Anthropic (paying ~$1.25 billion monthly for 220,000+ GPUs), Google (~$920 million monthly for 110,000 GPUs), and Reflection AI. These arrangements are projected to generate tens of billions in annual revenue, far outpacing traditional SpaceX businesses.
Such an investment would fuel internal AI efforts, particularly Grok models under the integrated SpaceXAI division, while supporting ambitious orbital data center plans. SpaceX envisions launching thousands of AI-optimized satellites powered by solar energy and cooled in space, bypassing terrestrial power and land constraints.
This “Starmind” constellation could position the company as a leader in space-based computing.
SpaceX as an Emerging AI Powerhouse
Once primarily known for reusable rockets and Starlink satellite internet, SpaceX has transformed into a multifaceted AI player.
The 2026 acquisition of xAI integrated Grok development directly into the company. Starlink’s low-latency global network complements massive compute clusters, enabling efficient data flow for training and serving AI models.
Musk has long argued that AI scaling demands solutions beyond Earth, citing things like real estate and electricity limits on the ground.
While the Foxconn deal may not be in the cards, SpaceX’s trajectory is continuing on the path of blending aerospace engineering with hyperscale AI to dominate both launches and intelligence infrastructure.
Elon Musk shed more details on the upcoming improvements to Tesla’s Full Self-Driving suite, specifically one that the CEO mentioned last week, which should help owners see fewer interventions.
Last week, Musk hinted that one major improvement that Tesla planned to roll out to Full Self-Driving users was the car’s ability “to remember your specific interventions and match each person’s individual preferences.”
Elon Musk says your Tesla will start to learn your individual preferences
This small bit of detail was linked to a post from Tesla community member Whole Mars, who said that FSD’s tendency to exit the carpool lane, a feature that owners can turn on but at times the car will disregard.
It sounds like, based on Musk’s two responses since that original post, it is safe to say the things FSD will start to remember are wide-ranging. However, it seems the biggest differences will be noticed with parking performance, which Musk continues to mention.
Highway Lane Preferences
The initial post Musk mentioned, with these new remembered preferences soon to arrive for Tesla owners everywhere, was the Carpool/Express Lane.
Tesla has a setting in the FSD menu that lets drivers enable HOV Lane travel. However, the car won’t always stay in that suggested or preferred lane.
The car will start to remember your specific interventions and match each person’s individual preferences
— Elon Musk (@elonmusk) July 18, 2026
Some owners have also complained of left lane camping, an illegal maneuver in at least some states. Cruising in the passing lane has resulted in tickets for some, as it is illegal in over 30 states in the U.S.
Tesla did not confirm if these preferences would also be included in new FSD behaviors, but it would certainly help move the company toward fewer interventions.
Parking Preferences
This seems to be the real focus of the entire operation, as Musk stated several weeks ago that parking was overwhelmingly the most frequent reason for interventions.
The major issue with parking is not necessarily the parking “performance,” as FSD is generally good at parking. It definitely has its issues; we’ve recorded plenty of them, including this one as recent as last week:
Yeah it seems like FSD v14.3.5 is having some issues with parking early on https://t.co/Bw5ULfVmDq pic.twitter.com/RHdpjOEpIo
— TESLARATI (@Teslarati) July 13, 2026
However, the changes coming are more about preferences, meaning where you park and how your car enters the spot, either pulling in or backing in. Owners have also reported that pulling into the correct driveway is a relatively rare thing for FSD, something else that needs to be confronted.
Musk basically confirmed that all of these things would be part of Tesla’s plan to address driver preferences with FSD:
Yes
— Elon Musk (@elonmusk) July 20, 2026
It’s obvious there is something big coming with FSD, and the company’s focus seems to be eliminating any intervention that would be related to preferences. This is probably the biggest bottleneck between Tesla and being fully autonomous. Critical interventions do occur, but they are much less frequent.
The only time a driver should be taking over is because of a critical intervention; this seems to be the goal of Tesla right now.
This all seems to be a priority as Tesla continues to move closer to the prospect of unsupervised driving.
Elon Musk said today on X that Teslas will start to learn your individual preferences. This is something that he seemed to hint toward earlier this month when he said parking was by far the biggest reason drivers intervene with Full Self-Driving.
Musk made the comment in response to notable Tesla influencer Whole Mars, who said that his vehicle will sometimes disobey the settings he has enabled for his car. He responded to the post, stating that “The car will start to remember your specific interventions and match each person’s individual preferences.”
The car will start to remember your specific interventions and match each person’s individual preferences
— Elon Musk (@elonmusk) July 18, 2026
This is something that could be perhaps one of the biggest ways Tesla could minimize or even work closer toward eliminating interventions altogether. While FSD does a lot of things really well, many people intervene a vast majority of the time not due to major or critical safety errors.
Instead, many take over because the car is doing something that they do not like as a preference; it might park in a parking spot that is not preferred by the driver, it might linger too long in the left lane on the highway (a personal favorite), or it could even take a route that the driver does not like.
These all lead to interventions, but they are not triggered by a major safety issue. Instead, it’s just preference.
READ OUR REVIEW OF TESLA’S LATEST FSD VERSION:
Tesla Full Self-Driving v14.3.5 Early Impressions: new features and early performance
If Teslas could start to learn the personal preferences of the person who owns them, interventions will truly begin to be less frequent. Some of this is already pretty evident, in my opinion. Teslas use a neural network to learn behaviors and accumulate data to improve performance.
For months now, we’ve tracked FSD’s performance at “Except Right Turn” stop signs, something that is very common in Pennsylvania, but many of our readers located in other parts of the U.S. have never heard of. FSD handles one Except Right Turn stop sign very well, one that I travel past frequently. Others that I do not navigate through as often do not have as confident a performance. It seems like the cars might already be doing this to an extent.
🚨 Tesla Full Self-Driving v14.3 proceeds through an Except Right Turn Stop Sign pic.twitter.com/YemRSlens7
— TESLARATI (@Teslarati) April 8, 2026
That example is also for something that is a street sign and not necessarily a driver preference; however, I still feel it is worth mentioning because it only handles that commonly passed Except Right Turn stop sign with true confidence. Others it still seems to struggle with.
This could be one of Tesla’s big moves toward full autonomy, and it could be a pathway to truly unsupervised driving. Every day, millions of cars on the road travel at a human driver’s personal preferences with no incident. Why can’t autonomous vehicles still cater to a passenger’s preferences while being autonomous? Tesla seems to have the idea that it would be possible.
Elon Musk dispels $52 billion SpaceX-NVIDIA GPU deal: ‘Fake news’
Elon Musk sheds details on Tesla FSD’s upcoming improvements
