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Tesla Semi faces new wave of skepticism from diesel veterans
There is very little doubt that the Model S, Model X, and Model 3 have disrupted their respective segments since they were released. Tesla aims to accomplish the same thing with its all-electric Semi truck, but the vehicle’s target is a lot more ambitious — it aims to disrupt the trucking industry.
The trucking industry is vast, and it is still growing. Long-haul trucking stands is the lifeblood of the US economy, handling the transportation of up to 71% of food, retail goods, construction supplies, and other cargo delivered every day. The American Trucking Associations’ American Trucking Trends 2018 report revealed that the US trucking industry generated $700.3 billion in economic activity in 2017, representing a 3.5% increase compared to 2016 when the trucking market generated $676.6 billion. This is the market that Tesla is aiming to tap into with the Semi.
One of the Tesla Semi’s main selling points is that it’s an environmentally-friendly vehicle. Being all-electric, the Semi is a zero-emissions truck. This is an advantage over conventional diesel trucks, which are a significant source of air pollution in the United States. According to the Environmental Protection Agency, greenhouse gases from medium and heavy-duty trucks were found to have increased by 85% between 1990 to 2016, accounting for about 23% of carbon emissions from transportation in 2016. This is despite the fact that diesel engines are getting steadily cleaner. The EPA estimates that emissions from current engines are about 85% lower than before 2007 when the US rolled out new standards.
The Tesla Semi has several features that make it a viable alternative to diesel-powered long-haulers, from its four Model 3-derived electric motors, its comparable Class 8 hauling capacity, and its superior speed. That said, it appears that America’s diesel veterans would not give up without a fight. In a statement to Bloomberg, Jon Mills, a spokesman for engine maker Cummins Inc. noted that electric trucks have a long way to go before they could be considered competition for diesel trucks.
“Right now, we don’t think it’s viable. Electric trucks are more viable where you have shorter routes, less loads and you’re able to recharge,” he said.
Cummins Inc. is one of America’s premier engine-makers, supplying engines for consumer trucks, fire engines, and heavy-duty long-haulers. Most of the company’s engines run on diesel, though they are also making some that operate on natural gas. Mills noted that Cummins is developing electric motors as well, but the company does not expect a lot of demand for them anytime soon.
Mills did admit that electric trucks would contribute to reducing pollution. Nevertheless, the Cummins Inc. spokesman noted that the trucking industry is likely not ready to switch to electric, mainly since vehicles like the Tesla Semi have limited range. Considering that some truck drivers are paid by the mile, they would likely lose money while waiting for their vehicles’ batteries to recharge.
“Diesel will be the primary option for heavy duty trucking markets, long haul especially, for a decade or more,” Mills said.
Elon Musk wants to initiate the transition sooner. When unveiling the Tesla Semi’s specs, Musk noted that the electric long-hauler would be cheaper to operate than comparable diesel-powered trucks. Musk noted that the Semi could cost operators $1.26 per mile to run, less than the standard $1.51 per mile that diesel-powered vehicles cost. That said, Allen Schaeffer, executive director of the Diesel Technology Forum trade group, is skeptical of Musk’s claims, noting that there is little need for a new entrant in the shipping industry.
“It’s easy if you’re just coming into this market to say ‘they’re $1.50 per mile and we can do it for $1.20. But where’s the proof? I haven’t seen it. Diesel is the benchmark for energy efficiency. Diesel dominates the entire sector,” he said.
Amidst continued reservations from veterans in the trucking industry, Tesla is nonetheless pushing through with further development of the Semi. The company has been conducting real-world tests of the Semi since the vehicle was unveiled, and during the Q2 2018 earnings call, Elon Musk noted that improvements to the truck are being made. Thus, when the Tesla Semi enters production, the long-hauler would be an even more viable alternative to diesel-powered trucks.
“We’ve made significant improvements to the design since the unveiling that we had, and it’s really even better than what we talked about,” Musk said.
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
