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Stop worrying about Tesla Supercharger congestion, it will be alright
If you’ve ever heard the phrase “a solution looking for a problem” then you’ll completely understand what I’m about to say. While I’m at it with catchphrases, Tesla seems to be a living, breathing double-edged sword. When it comes to giving us details, they are “damned if they do, damned if they don’t.”
By now, we all know the Model 3 is going to be huge. We also know that Model S and X vehicles with Supercharging enabled can enjoy “free long distance travel,” which we understand to mean “free for life.” The not so subtle elephant in the room is that free could lead to abuse, which could lead to lines and waiting for Supercharger use. I’ve already discussed what I think is step 1, which is educating folks on some Supercharging best practices they can do to be mindful of our shared asset. I’ve also discussed things Tesla themselves could do to alleviate potential congestion at Supercharger locations.
Here’s my disclaimer: This is a solution looking for a problem! Model 3 is more than a year away and despite what you may hear, MOST superchargers have one or more stalls available MOST of the time. Long waits and lines only plague select locations, and even then, only occur on very few occasions. While I’m no record-holding Supercharger pro I’ve only ever seen an 8-stall location full once. It was Hamilton, NJ and it was before the addition of two Superchargers on the nearby New Jersey Turnpike. I’ve also only ever known of one location to be constantly busy. It was the Newark, DE location, which has recently been upgraded from 4 to 12 stalls. So again, I don’t think this is a problem right now. I don’t even think it will be much a problem when Model 3 hits the streets. Tesla builds new chargers all the time and has committed to both distance and density. They know, more than anyone, which locations are busy and which aren’t. I trust they will plan accordingly.
You will be OK
But since folks love to debate every word – or lack thereof – that Tesla says, let’s have at it. Let’s pretend that the big bad wolf will come to the charger and blow it down just because it’s free and unrestricted once you incur an up-front cost. Let’s further pretend that Tesla considers the idea of a pay per use model of charging. I’ll repeat this later but for the record, I don’t think they’ll do anything like this. Not now, not ever.
- Pay Per Use – kWh. This is a common and seemingly simple idea. You don’t need $2,000 worth of electricity, you only need a few bucks worth a few times a year. You don’t want to pay up front for all the phantom local moochers that you suspect will abuse an unrestricted system. The cars are smart, they can tell how much you’ve used per charging session so it appears they can charge you for it on the basis of that. Maybe you don’t even care if there is a huge markup on the electricity. It’s a win for everyone in that case, because it’s still cheaper than gas. Even if it wasn’t, it’s worth it to take a car as great as a Tesla on a road trip. Plus almost all of your charging is done at home where it’s way cheaper than gas. Fine, points taken. Except, there’s a “but.” But selling electricity is complicated. The United States is complicated! Here, we have 50 states and plenty of lines between them. They get to set their own laws and rules and tax rates. Cities and towns do too. If you thought that gaining approval to build a supercharger was a challenge, imagine trying to become an energy supplier in every municipality as well. This alone is enough to rule out the idea of charging per kWh. Add that in with having to handle point of sale transactions and you’ve completely changed how Tesla must operate. It already takes quite a bit of effort to build out this network, and there is no reason to make it harder. (Let’s pretend that’s why no other automakers have done it.)
Tesla builds new chargers all the time and has committed to both distance and density
- Pay Per Use – Time. There’s a pretty clear precedent for selling time at almost any major municipality on earth: paid parking. In theory, it would result in very few people charging past 90%; that point where your electrons slow drastically and you’d get a lot less bang for your buck. This speaks perfectly to the concept of battling lines with quick turnover. Except, nope. Tesla, in my opinion, won’t be willing or interested in the hassle of point of sale purchases. They’d have to figure out an appropriate price, which I imagine would vary by location. They’d have to employ people to figure out the tax rules and rates for each country, state and city. They’ve have to work with various credit card companies and be able to accept multiple forms of payment. They may even need to carry certain types of liability insurance for providing paid parking. Tesla is in the business of advancing sustainable transport by, primarily, making compelling electric vehicles. Anything else is just noise and takes away brainpower from doing other great things.
- Pay Per Use – Day. Tesla is amazing and has done plenty of things no other company has done before. They continue to surprise us and have stayed alive despite many assumptions that they’d never make it this far. So I’ll humor you, dear reader, and assume they are willing and able to take on the challenges of point of sales purchases. Game on! Rather than selling time or electricity, Tesla can simply sell access to software. Most Teslas on the road, and all that will soon be on the road, will have the hardware required for supercharging. They can undoubtedly figure out how to program an option in your touchscreen (or simpler still, an automated telephone line) that allows you to opt into supercharging access for a day, at a price. They’ve already given away free trials of Autopilot, so we already know opening up software for a limited time is possible. Shoot, maybe they can even get some PR out of it. “Free supercharging on your birthday!” or “Merry Christmas, here’s a free day!” These things sound great, but I still have an objection. Tesla needs money to build more chargers. End of story.
This isn’t about paying for what you use, this is about paying for the building of a network. There will always be owners who use far less electricity from Superchargers than their initial cost would have bought in kilowatt hours. There will also always be some owners who use more. Where I live, property taxes are required whether you send kids to public school or not. We’re all paying for a system.
Which is why – and here’s my promised repeat – I don’t think Tesla will ever adopt a pay per use model for Supercharging. They’ll continue their commitment to density and distance, they’ll continue to monitor busy locations and they’ll continue to keep their eye on the prize. Because remember, the hopefully inevitable adoption of sustainable transport means someone, somewhere, will start building a whole lot more electric car charging stations.
Feature photo of the Tesla Supercharger in Antwerp-Aartselaar, Belgium courtesy of ldubois_BE
News
Tesla intertwines FSD with in-house Insurance for attractive incentive
Every mile logged under FSD now carries a documented financial value—lower risk, lower cost—based on Tesla’s internal driving data rather than external crash statistics alone.
Tesla intertwined its Full Self-Driving (Supervised) suite with its in-house Insurance initiative in an effort to offer an attractive incentive to drivers.
Tesla announced that its new Safety Score 3.0 will automatically have a perfect score of 100 with every mile driven with Full Self-Driving (Supervised) enabled.
The change is designed to boost customers’ average safety scores and deliver noticeably lower monthly premiums.
The move marks the clearest link yet between Tesla’s autonomous driving technology and its proprietary insurance product. Tesla Insurance already relies on real-time vehicle data—such as acceleration, braking, following distance, and speed—to calculate a Safety Score between 0 and 100. Higher scores have long translated into cheaper rates.
Under the previous system, however, even brief manual interventions could drag down the average, frustrating owners who rely heavily on FSD. Version 3.0 eliminates that penalty for supervised autonomous miles, effectively treating FSD-driven segments as the safest possible driving behavior.
The incentive is immediate and financial. Drivers who keep FSD engaged for the majority of their trips will see their overall score rise, potentially shaving hundreds of dollars off annual premiums.
Tesla framed the update as a direct response to customer feedback, many of whom had complained that the old scoring model punished the very behavior it was meant to encourage.
For now, the program applies only to new policies in six states: Indiana, Tennessee, Texas, Arizona, Virginia, and Illinois.
Existing policyholders are not yet included, a point that drew swift questions from the Tesla community. Many owners in other states, including California and Georgia, expressed hope that the benefit would expand nationwide soon.
The announcement arrives as Tesla continues to roll out FSD Supervised updates and push for regulatory approval of more advanced autonomy. By tying insurance savings directly to FSD usage, the company is putting its own actuarial weight behind the technology’s safety claims.
Every mile logged under FSD now carries a documented financial value—lower risk, lower cost—based on Tesla’s internal driving data rather than external crash statistics alone.
Tesla has not disclosed exact premium reductions or the full rollout timeline beyond the six launch states.
Still, the message is clear: the more drivers trust FSD Supervised, the more Tesla Insurance will reward them. In an era when legacy insurers remain cautious about autonomous tech, Tesla is betting that its own data will prove the safest miles are the ones driven hands-free.
Elon Musk
Tesla finalizes AI5 chip design, Elon Musk makes bold claim on capability
The Tesla CEO’s words mark a strategic shift. Tesla has long emphasized software-hardware co-design, squeezing maximum performance from every transistor. Musk previously described AI5 as optimized for edge inference in both Robotaxi and Optimus.
Tesla has finalized its chip design for AI5, as Elon Musk confirmed today that the new chip has reached the tape-out stage, the final step before mass production.
But in a brief reply on X, Musk clarified Tesla’s AI hardware roadmap, essentially confirming that the new chip will not be utilized for being “enough to achieve much better than human safety for FSD.”
He said that AI4 is enough to do that.
Instead, the AI5 chip will be focused on Tesla’s big-time projects for the future: Optimus and supercomputer clusters.
Musk thanked TSMC and Samsung for production support, noting that AI5 could become “one of the most produced AI chips ever.” Yet, the key pivot came in his direct answer: vehicles no longer need the bleeding-edge silicon.
And thank you to @TaiwanSemi_TSC and @Samsung for your support in bringing this chip to production! It will be one of most produced AI chips ever.
— Elon Musk (@elonmusk) April 15, 2026
Existing AI4 hardware, which is already deployed in hundreds of thousands of HW4-equipped Teslas, delivers safety metrics superior to human drivers for Full Self-Driving. AI5 will instead accelerate Optimus robot development and massive Dojo-style training clusters.
The Tesla CEO’s words mark a strategic shift. Tesla has long emphasized software-hardware co-design, squeezing maximum performance from every transistor. Musk previously described AI5 as optimized for edge inference in both Robotaxi and Optimus.
Now, with AI4 proving sufficient, the company avoids costly retrofits across its fleet while redirecting next-generation compute toward higher-value applications: dexterous robots and exponential training scale.
But is it reasonable to assume AI4 enables unsupervised self-driving? Yes, but with important caveats.
On the hardware side, the claim is credible. Tesla’s FSD stack runs end-to-end neural networks trained on billions of miles of real-world data. Internal safety data reportedly shows AI4-equipped vehicles already outperforming average human drivers by a significant margin in controlled metrics (collision avoidance, reaction time, edge-case handling).
Dual-redundant AI4 chips provide ample headroom for the driving task, leaving bandwidth for future model improvements without new silicon. Musk’s assertion aligns with Tesla’s pattern of over-provisioning compute early, then optimizing ruthlessly, exactly as HW3 once sufficed before HW4 scaled further.
Optimus and our supercomputer clusters.
AI4 is enough to achieve much better than human safety for FSD.
— Elon Musk (@elonmusk) April 15, 2026
Unsupervised autonomy, meaning Level 4 or higher, is not solely a compute problem. Regulatory approval remains the primary gate.
Even if AI4 achieves “much better than human” safety statistically, agencies like the NHTSA demand exhaustive validation, liability frameworks, and public trust.
Tesla’s supervised FSD has shown rapid gains in recent versions, yet real-world edge cases, like construction zones, emergency vehicles, and adverse weather, still require driver intervention in many jurisdictions. Competitors like Waymo operate limited unsupervised fleets, but only in geofenced areas with extensive mapping. Tesla’s vision-only, fleet-scale approach is more ambitious—and harder to certify globally.
In short, Musk’s post is both pragmatic and bullish. AI4 is likely capable of unsupervised FSD from a technical standpoint. Whether regulators and consumers agree, and how quickly, will determine if Tesla’s bet pays off.
The company’s capital-efficient path keeps existing cars relevant while pouring future compute into robots. If the safety data holds, unsupervised autonomy could arrive sooner than many expect.
Elon Musk
Elon Musk signals expansion of Tesla’s unique side business
Long envisioning the Tesla Diner as more than a charging stop, Musk has clearly adopted the idea that the Supercharger and Restaurant combo is a good thing for the company to have. It’s a blend of classic American drive-in culture with futuristic Tesla flair, complete with a 1950s-inspired design, movie screens, and on-site dining.
Elon Musk has signaled an expansion of Tesla’s unique side business, something that really has nothing to do with cars or spaceships, but fans of the company have truly adopted it as just another one of its awesome ventures.
Musk confirmed on Wednesday that Tesla would build a new Diner location in Palo Alto, Northern California. After hinting last October that it “probably makes sense to open one near our Giga Texas HQ in Austin and engineering HQ in Palo Alto,” it seems one of those locations is being set into motion.
Sure
— Elon Musk (@elonmusk) April 15, 2026
Long envisioning the Tesla Diner as more than a charging stop, Musk has clearly adopted the idea that the Supercharger and Restaurant combo is a good thing for the company to have. It’s a blend of classic American drive-in culture with futuristic Tesla flair, complete with a 1950s-inspired design, movie screens, and on-site dining.
He first floated broader expansion plans shortly after the LA opening in July 2025, noting that if the prototype succeeded, Tesla would roll out similar venues in major cities worldwide and along long-distance Supercharger routes.
Earlier hints included a confirmed second site at Starbase in Texas, tied to SpaceX operations, underscoring the Diner’s role in enhancing Tesla’s ecosystem behind vehicles.
The Los Angeles location on Santa Monica Boulevard in West Hollywood has served as a high-profile test case. Opened in July 2025 at 7001 Santa Monica Blvd., it features the world’s largest urban Supercharging station with 80 V4 stalls open to all NACS-compatible EVs, over 250 dining seats, rooftop views, and 24/7 service.
The retro-futuristic building replaced a former Shakey’s and quickly became a destination. Tesla reported selling 50,000 burgers in the first 72 days—an average of over 700 daily—drawing crowds with Cybertruck-shaped packaging, breakfast extensions until 2 p.m., and movie screenings.
Palo Alto stands out as a logical next step for several reasons. As Tesla’s longstanding engineering headquarters in the heart of Silicon Valley, the city is home to thousands of Tesla employees, engineers, and executives who could benefit from a convenient, branded gathering spot.
The area boasts high EV adoption rates, dense tech talent, and heavy traffic along key corridors, making a large Supercharger-diner an ideal fit for both daily commuters and long-haul travelers.
Proximity to Stanford University and the innovation ecosystem would amplify its appeal, potentially serving as a showcase for Tesla’s vision of integrated mobility and lifestyle experiences. It could be a great way for Tesla to recruit new talent from one of the country’s best universities.
If Tesla and Musk decide to move forward with a Palo Alto diner, it would build directly on the LA prototype’s momentum while addressing Musk’s earlier calls for expansion near core Tesla hubs.
Whether it materializes as a full confirmation or evolves from these hints remains to be seen, but the pattern is clear: Tesla is testing ways to make charging stops memorable. For EV drivers and enthusiasts alike, a Silicon Valley outpost could blend cutting-edge tech with nostalgic comfort, further embedding Tesla into everyday culture. As Musk’s comments suggest, the future of the Diner looks promising.
Tesla intertwines FSD with in-house Insurance for attractive incentive
Tesla finalizes AI5 chip design, Elon Musk makes bold claim on capability
