News
Tesla vehicle reviews are pointless…Here’s why
This is a preview from our weekly newsletter. Each week I go ‘Beyond the News’ and handcraft a special edition that includes my thoughts on the biggest stories, why it matters, and how it could impact the future.
Tesla vehicle reviews are probably one of the most worthless things to read, in my own opinion, especially if they’re coming from a large group or entity with interests that anyone can trace through the money. Earlier this week, Edmunds put up a scathing review of the Model S Plaid, calling it “a waste of money” and saying it was nothing more than a marketing tool to make an aging vehicle relevant once again. Despite these words, which caught the attention of many readers within the first 48 hours, the Edmunds driver couldn’t wipe the large, shining smile from his face as he felt the instant torque of the vehicle take off like a rollercoaster.
For something that is such a waste, it sure provided a lot of enjoyment to the Edmunds staff. Of course, vehicle performance is not necessarily a baseline for whether an automobile is “good” or not. If a car is fast, people will like it because fast cars are just fun to be in, whether you’re a driver or a passenger. However, reviews on electric cars, Teslas in specific, do not get a fair shake, and it’s not necessarily anyone’s fault, per se. Instead, I see it as an opportunity for people to put their opinions out there without speaking in generalities or thinking their point of view is a fact. Of course, you could say the same about this newsletter.
For me, the comprehension of electric cars, Teslas in specific, needs to be examined by someone seasoned and completely understanding what is going on under the hood (I use that term loosely, now) because without the basic comprehension of what you’re driving, you really are not qualified to speak on it. Additionally, whether something is a “waste of money” really comes down to the consumer. If you’re buying a Model S Plaid for the performance statistics, you’re getting the fastest car in the world for millions of dollars less than its competitors. Sure, if you’re buying it for range and a daily driver, it could be considered a “waste” as the Long Range variant is likely a better option. However, some people realize they won’t have their money forever, and the additional $40,000 cost is simply arbitrary in their point of view.
For me, there are just too many factors as to why reviews are pointless when it comes to certain cars, especially with fast ones. I will discuss a few of them here, and I look forward to hearing your point of view with the others.
Credit: Tesla
Internal Interests
Tesla fans are quick to point out when a product gets a negative review or any sort of pushback. Many of them claim inside interests without really doing their own due diligence, claiming that some entities have their pockets lined with oil money or anything else the mind can grasp. Sometimes, however, they’re not far off. CarMax purchased Edmunds back in April, which means that the company is no longer independent and is owned by a large company with ties with Chrysler, Mitsubishi, Toyota, and Nissan.
It is always important to see what interests some entities have when they speak about a car or any product, for that matter. Simply enough, people with the ability to put their name on an article or a video and put it out there for millions of people to digest have a responsibility to remain partial. It doesn’t always work that way.
Opinionated Points on Features
This is one of my biggest points. Edmunds was quick to dismiss the usefulness of the Yoke, claiming that “the Yoke was a Joke.” Yes, they really wrote that on Twitter.
The Tesla Model S Plaid is nothing more than a marketing exercise designed to draw attention to an aging car. Also, the yoke is a joke. Our full review of the fastest car we’ve ever tested: https://t.co/f1SkdDmRhI pic.twitter.com/A1UUKWODEV
— Edmunds (@edmunds) September 7, 2021
The thing is, I have monitored the Yoke since it was going to be included in the Model S, and while I have spoken to numerous government agencies and Tesla employees about the Yoke, the wheel is really personal preference. The car is obviously built for performance, and performance vehicles, especially open-wheeled cars, like F1 series vehicles, use a Yoke for complete control at high speeds. It is likely Tesla didn’t go with the Yoke for this reason, but it may have included it as a hint toward a steering wheel-less cockpit in the future. That’s my idea, anyway, especially as the company surges toward autonomy.
I have NEVER come across a single person who has disliked driving the Yoke for what it’s worth.
Of course, a review does include some personal preference, and that’s expected. However, to slash a vehicle in this way that is likely the most advanced car on the market in terms of software, performance, and technology in this way smells of too much opinion, for me. Stick to the facts, is it a good car? Is it functional? Does it do what the automaker said it would do?
Cars are made to be tested individually
The most logical way to know if a car is for you is to drive it yourself. You should never go off of someone else’s opinion completely. It makes no sense to do this. If cars were meant to be bought off of the basis of someone else’s experience, nobody would drive PT Cruisers (they’re horribly ugly), and everyone would drive what someone else wanted them to drive. Let’s not forget: Cars, while a meaningful portion of life because they get us to work, events, and anywhere we need to go, are supposed to be enjoyable and fun. Not one person on this Earth wants to drive a car they hate if they don’t have to. Hell, when my Dad bought me a 2003 Taurus in college because my Jetta died, I hated it. It was like driving a boat. I was embarrassed by the putrid blue color. I hated the seats, the stereo, and in the winter, I had to keep one hand on the driver’s door because the latch wouldn’t work, and the part was on backorder. There is nothing like driving on the interstate to get to class on time and holding the door shut for dear life, hoping you don’t roll out. I had no other choice, I was a broke college kid, and it was a car that got me from Point A to Point B. But I will never again drive a car I hate.
The thing is, someone I went to high school with loved their 2003 Taurus. They talked about its powerful V6 engine and its fine leather interior. It was a car they enjoyed. I am sure it was a nice car, I didn’t like it.
This goes to my point: Just because someone else hates it and thinks it is a pile of junk doesn’t mean it actually is. It’s just an opinion. Do you want to know if a car is good or not? Drive it yourself and tell your friends what you thought of it. Your opinion of the car won’t change theirs.
I will say this: It is important to have these pieces of literature to show us the negative portions of a car. Like if the software isn’t great, or the touchscreen is not very responsive, or if the center console doesn’t move properly. Those are understandable pieces of criticism, but none of them are opinionated. If the software isn’t great, people will see that. It might keep them from buying a car prematurely.
With all of that being said, there is plenty of evidence to suggest the Plaid Model S is a great vehicle, and there is other evidence that suggests Tesla has things to work on. Whichever side of the ball you’re on, believe in your opinion, but be open to other’s points as well. Additionally, make the final decision about a car on your own time, don’t go off of someone else’s words. That’s how you end up with something that you really do not enjoy driving.
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I use this newsletter to share my thoughts on what is going on in the Tesla world. If you want to talk to me directly, you can email me or reach me on Twitter. I don’t bite, be sure to reach out!
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
