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Tesla Hardware 4 camera ports hint at 360-degree view with no blind spots
The recent leaks of Tesla’s Hardware 4 computer provided a pretty clear teaser of the upcoming changes coming to the electric vehicle maker’s Autopilot unit. While there is still much to be learned about HW4, the leaks suggest that the number of cameras in Tesla’s electric vehicles may be increased to 11.
Hardware 4, as its name suggests, is Tesla’s next-generation Autopilot computer. Elon Musk noted during the Q4 and FY 2022 earnings call that HW4 should be capable of operating 500% to 600% safer than a human driver. The existing Hardware 3 computer being rolled out to vehicles like the Model 3 and Model Y today are equipped with Hardware 3, which Musk noted should be capable of operating 200% to 300% safer than a human driver.
Hardware 4 and Tesla Vision
Considering the electric vehicle maker’s focus on Tesla Vision, it is pertinent for FSD and Autopilot to see and analyze road conditions very well in real-time. With this in mind, and as per the Hardware 4 leaks that were recently posted on Twitter by prolific Tesla hacker @greentheonly, it would appear that the electric vehicle maker is increasing the number of its cameras to 11.
A look at the Hardware 4 computer would show 12 fully-populated camera connectors, with one being marked as “Spare.” Of the remaining 11, one will still be used for the cabin camera while ten will be used for the vehicle’s exterior. This is not surprising at all as the company adopts a similar system with its existing eight-camera layout for its vehicles today.
Hardware 3 vs. Hardware 4 Cameras
For context, Tesla’s existing layout features an eight-camera setup: one above the rear license plate, one in each door pillar, three mounted on the windshield above the rearview mirror, and one mounted to each front fender. A radar unit and ultrasonic sensors were also used in the past, though Tesla phased these out as the company focused on its development of Tesla Vision.
The leaked Hardware 4 images list the cameras as the following: “F-SVC,” “L-SVC,” “R-SVC,” “L-FF-Rear,” “R-FF-Rear,” “L-FF-Side,” “R-FF-Side,” “Wide,” “Main,” “Backup,” and “Selfie.” As per the Tesla hacker, the names are a bit cryptic, but based on how they are listed, one could speculate where the cameras will be placed in a Tesla equipped with a Hardware 4 computer.
Potential Hardware 4 Camera Placements
Immediately noticeable in the leaked images are the three cameras marked “F-SVC,” “L-SVC,” and “R-SVC.” The Tesla Parts Catalog shows that “SVC” refers to vehicle bumpers, so with these in mind, it would appear that Hardware 4 would be using three bumper cameras. Considering the references to “F,” “L,” and “R” SVC placements, the Tesla hacker noted that one of the Hardware 4 cameras might be placed in the front bumper, while two may be placed on both sides of the rear bumpers for cross traffic.
Also notable are the Hardware 4 camera slots listed as “FF.” A total of four cameras are listed with these letters: “L-FF-Rear,” “R-FF-Rear,” “L-FF-Side,” and “R-FF-Side.” The Tesla hacker speculated that “FF” might refer to “Front Fender,” which would suggest that the cameras in the pillar may be moved to the front fender. Other Tesla watchers, however, have suggested that “FF” may also mean “Front Facing,” “Full-Frame” for higher resolution images, or “Far Field.”
No Blind Spots and 360-degree-view
If the Hardware 4 leaks are accurate, it would suggest that Tesla would be increasing the number of cameras by two as it rolls out vehicles that are equipped with its new Autopilot computer. Comparing the existing camera setup in Hardware 3 and the potential setup of Hardware 4, it would appear that the new cameras will be those placed in the rear bumper. This may also suggest that the ultrasonic sensors that were phased out in the rear bumpers might be replaced with cameras.
Considering the potential setup of the Hardware 4 cameras, it would appear that Tesla would finally be rolling out a 360-degree view of its vehicles, which is a highly-requested feature among owners. It would also mean that some blind spots in existing cars would be addressed. Overall, Hardware 4 might not just be a step up in performance; it might also be a notable step up in safety and vision.
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Tesla is using the vehicles’ internal microphones to improve build quality, Vice President of Engineering Lars Moravy revealed recently.
It’s no secret that Tesla is always finding ways to make its manufacturing operations more efficient, accurate, and valuable. Constantly trying to make its cars better, the company has never placed any restrictions on what it will do to improve everything from panel gaps to paint.
As Teslas have been driving autonomously on the property of the Gigafactory Texas plant for a while now, Moravy revealed to Herbert Ong in a new interview that cars rolling off production lines now autonomously navigate themselves through a bumps, squeaks, and rattles (BSR) portion of the line. This helps to identify any loose or improperly installed internal parts.
The cabin’s microphones, which are used for a variety of things in ownership, simultaneously monitor any noises inside the vehicle while it rolls through the BSR portion of the production line. Moravy actually revealed that Tesla is trying to build “Full Self-Hearing,” an AI system that will detect minor imperfections so they can be corrected before delivery.
It’s no secret that build quality is something that Tesla struggled with as it scaled to a fully massive production operation that manufactures over 1.6 million vehicles per year. However, in recent years, especially, there have not been as many complaints. Tesla has truly improved upon its build quality and paint quality over the past several years, especially in the U.S.
Tesla’s ‘megacasts’ are key to massive build quality improvements
While those improvements have been evident, there are still some complaints; no automaker is perfect with this. But this step will now ensure that every single car that rolls off the production lines at Gigafactory Texas will be void of any creaks, squeaks, or squeals when it leaves the factory.
This measure is one of the most unique we’ve seen in terms of a strategy to avoid build quality issues, but it is not exclusive to Tesla.
Ford uses acoustic analysis AI to find abnormalities in seat motors, climate control units, and other components. Suppliers and OEMs will also use microphone arrays or particle velocity sensors in end-of-line stations.
The full interview with Lars Moravy is available below:
🚨 If you’re a Tesla investor, this is one interview you don’t want to skip. The full video posted below.
Jeff Lutz @thejefflutz and I sat down with Tesla VP of Engineering Lars Moravy, and it was packed with insights!
A few of the biggest takeaways:
• Cybercab is expected to… pic.twitter.com/fhYSr2dCqP
— Herbert Ong (@herbertong) July 1, 2026
Investor's Corner
Tesla crushes Wall Street expectations, beats delivery estimates by over 15 percent
Tesla (NASDAQ: TSLA) beat Wall Street expectations of 406,000 vehicles delivered in Q2 by reporting 480,126 deliveries for the three months ending in June.
Tesla reported it delivered 467,762 Model 3 and Model Y units, while 12,364 Model S, Model X, and Cybertrucks switched hands during the quarter. The Model S and Model X were officially sunset this past quarter and will no longer be part of the company’s Production & Delivery reports moving forward.
🚨 BREAKING: Tesla delivered 480,126 vehicles in Q2, ANNIHILATING Wall Street expectations of 406,000. Production was reported at 451,758.
Deliveries:
Model 3/Y: 467,762
Other Models: 12,364Production:
Model 3/Y: 442,936
Other Models: 8,822 https://t.co/TTHwQAsKt8 pic.twitter.com/7qI4Zj6FE5— TESLARATI (@Teslarati) July 2, 2026
The quarter is a pleasant surprise and a good rebound from Q1, when Tesla slightly missed the Wall Street consensus of 365,645 cars by reporting 358,023 deliveries for the first three motnhs of the year.
Energy storage deployments also provided some strength in Tesla’s delivery report, hitting 13.5 GWh for Q2. This is a particular division of Tesla’s business that has been overwhelmingly robust over the past few years, truly being a strong point of the company’s overall model.
For the year, Tesla analysts still predict deliveries to trend in the 1.69 million unit region, a modest 3 to 5 percent increase from the 1.64 million cars the company delivered last year. Tesla will likely return to more sequential and noticeable year-over-year growth as the Cybercab project starts to ramp up considerably in the next few years.
Tesla has some other potential catalysts to spur vehicle deliveries, too. Not only is it expecting Cybercab to truly start making a change in the next few years, but other vehicles could be entering the company’s lineup.
Tesla sends production Cybercab with no steering wheel, pedals to on-road testing
The slightly longer Model Y L has been a highly speculated release candidate in the U.S. It has already done incredibly well in China, and U.S. buyers have been wanting slightly more interior space than the Model Y. Now that the Model X is gone, it is more needed than ever.
Q2 highlights a pretty stable automotive division within Tesla, and no true concerns arise from these figures, especially considering it managed to beat expectations convincingly.
Tesla CEO Elon Musk posted a photo of himself standing with the Optimus production team inside Tesla’s Fremont factory, arms crossed amid workers in hard hats and safety vests. The image captures a pivotal industrial shift: the same facility space once dedicated to building Tesla’s flagship Model S sedan and Model X SUV is now home to the company’s humanoid robot manufacturing line.
Walking the Optimus production line in Fremont pic.twitter.com/ABS0tuRibW
— Elon Musk (@elonmusk) July 1, 2026
Tesla’s Fremont Factory, acquired in 2010 from the former NUMMI joint venture between Toyota and GM, has been the company’s original U.S. manufacturing hub since Model S production began in 2012.
The Model X followed soon thereafter. These premium vehicles offered lower annual volumes, recently around 30,000 combined, compared to the high-volume Model 3 and Model Y lines that continue around the site. Over their combined run, the S and X accounted for roughly 610,000 units.
In late January 2026, during Tesla’s Q4 2025 earnings call, Elon Musk announced the end of Model S and Model X production in Q2 2026. The final vehicles rolled off the line in early May. Rather than retooling for another vehicle, Tesla chose to convert the dedicated S/X assembly area into a dedicated Optimus Gen 3 production line.
Model 3 and Y manufacturing remains unaffected. Tesla’s official Fremont Factory page now lists Optimus alongside the 3 and Y as core products.
The conversion was executed with remarkable speed. After production stopped, crews dismantled the existing vehicle line and installed entirely new modular equipment—including lines sourced from Germany and dozens of sub-lines for actuators, batteries, and other components—in roughly four months.
Musk described the timeline as “insanely fast,” noting it would be unprecedented for any other manufacturer. Initial Optimus output is expected to ramp slowly due to the robot’s roughly 10,000 unique parts and the brand-new production processes involved. The Fremont line targets an eventual capacity of 1 million Optimus units per year.
Tesla isn’t joking about building Optimus at an industrial scale: Here we go
Optimus Development Timeline
- August 19, 2021: Optimus (then called Tesla Bot) formally announced at Tesla’s first AI Day. A concept video showed a person in a suit demonstrating the vision for a general-purpose humanoid capable of dangerous, repetitive, or boring tasks using the same AI architecture as Full Self-Driving.
- 2022: Early prototypes displayed. At the second AI Day in September, semi-functional units demonstrated walking across a stage and basic arm movements
- 2023: September videos showed improved capabilities, including sorting colored blocks, precise limb awareness, and holding a Yoda pose.
- 2024-early 2025: Factory integration videos showed Optimus navigating workspaces and handling objects like battery cells.
- January 2026: Gen 3 mass-production activities began at Fremont, with reports of over 1,000 Gen 3 units already operating inside the factory for real-world learning and AI training
- April 2026: Musk confirms Optimus production on converted Fremont line would begin in late July or August 2026. The Gen 3 reveal, originally eyed for Q1, was pushed closer to production start. A second, much larger Optimus factory at Giga Texas is under construction, with volume production targeted for Summer 2027 and long-term capacity of 10 million units annually
- July 1, 2026: Musk’s on-site visit and team photo confirm the Optimus line is operational and the transition is actively progressing
Tesla positions Optimus as potentially its largest project ever, leveraging vertical integration, AI expertise, and car-like manufacturing know-how to scale humanoid robots first for its own factories and later for broader industrial and consumer use.
The Fremont conversion serves as a critical proving ground for this ambitious new chapter in Tesla’s already-rich history.
Tesla is using vehicle microphones to improve build quality: here’s how
Tesla crushes Wall Street expectations, beats delivery estimates by over 15 percent
