Tesla's new hardware 4.0 is close, but don't expect retrofits
Tesla
Tesla's upcoming FSD hardware, hardware 4.0, is nearing completion, and although there is limited information about it, it sounds like it'll bring significant improvements. It's yet to be known when the new hardware will debut, but it is clear Tesla will not be retrofitting the existing fleet.
"The cost and difficulty of retrofitting hardware 3 with Hardware 4 is quite significant. So, it would not be, I think, economically feasible to do so."
Musk said Hardware 3 is five years old but, "is still the most efficient inference computer in the world."
What Will Be In Hardware 4.0
It's believed that the new hardware will use 5-megapixel cameras; the current cameras are 1.2 megapixels. Also, some leaked pictures appear to reduce the amount of front-facing cameras from three to two and allow for heaters and fans.
The higher-resolution cameras will give Autopilot a significant advantage when trying to determine objects that are further away because of the additional pixels. An object that is 100 or 200 feet away may only be made up of a few pixels, but with almost 5x the resolution, the newer cameras will be able to more accurately determine what the object is. This is also true for everything else, such as the curvature of the upcoming turn.
In addition to the cameras, we know that there will be a new FSD computer which is expected to be about 4x more powerful than the current FSD computer in hardware 3.0. Part of this additional processing power will no doubt go toward processing the additional 32 million pixels that the newer cameras will provide.
However, hardware 4.0 will be about more than just a faster computer and better cameras. It is also expected to include an HD radar, which Elon Musk has talked about in the past and has been seen in Tesla's FCC filings. The addition of a high-definition radar could provide a significant advantage to FSD by sensing objects that cameras alone can't.
The difference between radar and HD imaging radars
fierceelectronics.com
When Musk talks about the upgrade from hardware 3.0 to hardware 4.0 not being feasible, that likely means there may be even more to it than we already know. This could just be due to the new radar, new power, or space requirements for the new computer, but it's also possible that there could be more to hardware 4.0 than we know.
We know that Tesla's Robotaxi is already in development and this is a vehicle that is expected to be completely driverless. Tesla won't have the convenience of having a driver behind the wheel here. This could mean that Tesla may need to add additional hardware that we haven't heard about it. This could be different camera placements, or something entirely different.
What we know for sure is that hardware 4.0 will include higher-res cameras, a faster computer and likely an HD radar, but there could be even more that makes it infeasible to retrofit older vehicles.
Elon Talking About Hardware 4
The video below is queued up to the part where Elon talks about FSD hardware 4.0 (segment begins at 30:10).
Hardware 3.0 Will Be Capable of FSD
Musk put the argument into perspective for those who may want to wait. "Hardware 3 will not be as good as Hardware 4, but I'm confident that Hardware 3 will so far exceed the average -- the safety of the average human." He then broke it down further, "let's say, for argument's sake, if Hardware 3 can be, say, 200% or 300% safer than human, Hardware 4 might be 500% or 600%." In fact, stats show that Teslas operating with Autopilot engaged at 10 times safer, and that is with Hardware 3.
Will Teslas With HW3 Really Be Autonomous?
Listening to Musk's choice of words is interesting, he seems to have steered away from words he may have used in the past, such as referring to level 5 autonomy, or using the words robotaxi, or autonomous driving. Instead, he chose to say hardware 3 would exceed the safety of an average human. That could mean that Tesla's current FSD implementation will always require a driver behind the wheel, but the combo of Tesla's FSD system and the driver as a backup would be multiple times safer than a human.
Tesla has to be Careful
The CEO had a tightrope to walk when talking about the existing hardware and what the future system will look like. You may recall in late 2022 when demand for Teslas started to slow down. Many observers believe it was due to the impending tax credits the Inflation Reduction Act would provide for buyers of electric vehicles. Tesla cut prices for the last few days of 2022 to match tax credits, but only for consumers who took delivery before the end of the year.
Now, a new dilemma, how many consumers will wait for the latest hardware? There is no timeline for it, the only vehicle we know it will be in is the Cybertruck, but the Cybertruck won't start production until this summer.
FSD Hardware 5.0
Musk has a point. Hardware 3 is fantastic, but with a new one that is twice as good on the horizon, it losses some exceptionality. Then there is this next line by Musk, "with Hardware 4 coming and then Hardware 5 beyond that where there are significant leaps." So yes, we already have talk of Hardware 5. However, this is not expected for several years.
Once again, mark your calendar for March 1, 2023. Tesla is hosting Investor Day, and along with more information on the next-generation vehicle, we may get more details on hardware 4.0 and what it will contain.
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Tesla is rolling out a fairly big update for its iOS and early-access-only Robotaxi app, delivering a suite of improvements that address user feedback from the initial launch last month. The update improves the user experience with increased flexibility, more information, and overall design polish.
The most prominent feature in this update is that Tesla now allows you to adjust your pickup location. Once a Robotaxi arrives at your pickup location, you have 15 minutes to start the ride. The app will now display the remaining time your Robotaxi will wait for you, counting down from 15:00. The wait time is also shown in the iOS Live Activity if your phone is on the lock screen.
How Adjustable Pickups Work
We previously speculated that Tesla had predetermined pickup locations, as the pickup location wasn’t always where the user was. Now, with the ability to adjust the pickup location, we can clearly see that Tesla has specific locations where users can be picked up.
Rather than allowing users to drop a pin anywhere on the map, the new feature works by having the user drag the map to their desired area. The app then presents a list of nearby, predetermined locations to choose from. Once a user selects a spot from this curated list, they hit “Confirm.” The pickup site can also be changed while the vehicle is en route.
This specific implementation raises an interesting question: Why limit users to predetermined spots? The answer likely lies in how Tesla utilizes fleet data to improve its service.
Here is the new Tesla Robotaxi pickup location adjustment feature.
While the app is still only available on iOS through Apple’s TestFlight program, invited users can download and update the app.
Tesla included these release notes in update 25.7.0 of the Robotaxi app:
You can now adjust pickup location
Display the remaining wait time at pickup in the app and Live Activity
Design improvements
Bug fixes and stability improvements
Nic Cruz Patane
Why Predetermined Pick Up Spots?
The use of predetermined pickup points is less of a limitation and more of a feature. These curated locations are almost certainly spots that Tesla’s fleet data has identified as optimal and safe for an autonomous vehicle to perform a pickup or drop-off.
This suggests that Tesla is methodically “mapping” its service area not just for calibration and validation of FSD builds but also to help perform the first and last 50-foot interactions that are critical to a safe and smooth ride-hailing experience.
An optimal pickup point likely has several key characteristics identified by the fleet, including:
A safe and clear pull-away area away from traffic
Good visibility for cameras, free of obstructions
Easy entry and exit paths for an autonomous vehicle
This change to pick-up locations reveals how Tesla’s Robotaxi Network is more than just Unsupervised FSD. There are a lot of moving parts, many of which Tesla recently implemented, and others that likely still need to be implemented, such as automated charging.
Frequent Updates
This latest update delivers a much-needed feature for adjusting pickup locations, but it also gives us a view into exactly what Tesla is doing with all the data it is collecting with its validation vehicles rolling around Austin, alongside its Robotaxi fleet.
Tesla is quickly iterating on its app and presumably the vehicle’s software to build a reliable and predictable network, using data to perfect every aspect of the experience, from the moment you hail the ride to the moment you step out of the car.
The massive legislative effort titled the "Big Beautiful Bill" is taking direct aim at what has become one of Tesla’s most critical and profitable revenue streams: the sale of US regulatory credits. The bill could eliminate billions of dollars from Tesla’s bottom line each year and will slow down the transition to electric vehicles in the US.
The financial stakes for Tesla are absolutely immense. In 2024, Tesla generated $2.76 billion from selling these credits. This high-margin revenue was the sole reason Tesla posted a profit in Q1 2025; without the $595 million from regulatory credits, Tesla’s reported $409 million in profit would have been a $189 million loss.
How the ZEV Credit System Works
Zero-Emission Vehicle (ZEV) credits are part of state-level programs, led by California, designed to accelerate the adoption of electric vehicles. Each year, automakers are required to hold a certain number of ZEV credits, with the amount based on their total vehicle sales within that state. Under this system, automakers that fail to sell a certain percentage of zero-emission vehicles must either pay a significant fine or purchase credits from a company that exceeds the mandate.
Automakers who fail to sell enough EVs to meet their quota have a deficit and face two choices: pay a hefty fine to the state government for each missing credit (for example, $5,000 per credit in California) or buy credits from a company with a surplus.
As an all-EV company, Tesla generates a massive surplus of these credits. It can then turn around and sell them to legacy automakers at prices cheaper than the fine, creating a win-win scenario: the legacy automaker avoids a larger penalty, and Tesla gains a lucrative, near-pure-profit revenue stream.
This new bill will dismantle this by eliminating the financial penalties for non-compliance, which would effectively make Tesla’s credits worthless. While the ZEV program is a state law, the Big Beautiful Bill will fully eliminate the penalties at a federal level.
A Multi-Billion Dollar Impact
The removal of US ZEGV credits would be a severe blow to Tesla’s financials. One JPMorgan analyst estimated that the move could reduce Tesla’s earnings by over 50%, representing a potential annual loss of $2 billion. While Tesla also earns similar credits in Europe and China, analysts suggest that 80-90% of its credit revenue in Q1 2025 came from US programs.
Why the Program Exists
While the impact on Tesla would be direct and immediate, the credit system has a wider purpose. It creates a strong financial incentive for legacy automakers to develop and accelerate their zero-emission vehicle programs, whether it’s hydrogen, electric, or another alternative.
Eliminating the need for these credits would remove that financial pressure. This could allow traditional automakers to slow their EV transition in the US without the fear of a financial penalty, potentially leading to fewer EV choices for consumers and a slower path to vehicle electrification in the country.
Big, But Not Beautiful
On Sunday Morning TV, Elon Musk was asked his thoughts on the Big Beautiful Bill. They were pretty simple. A bill could be big, or it could be beautiful - I don’t know if it can be both, Musk stated.
Elon Musk in new interview: "I was disappointed to see the massive spending bill, frankly, which increases the budget deficit and undermines the work the DOGE team is doing. I think a bill could be big, or it could be beautiful—I don't know if it can be both." pic.twitter.com/DnyjHN7xCY
The bill poses a threat to Tesla’s bottom line and to the adoption of EVs in the US market, where automakers will no longer have a financial incentive to transition to cleaner vehicles, a market they’ve regularly struggled in when competing against Tesla.
Tesla will have to work carefully in the future to cut expenses to remain profitable after the elimination of these regulatory credits.
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