Finally, Tesla is expected to produce a new self-driving computer to merge all those new sensors into a more powerful computing platform.
All these hardware changes have been stressful for Tesla owners since the automaker has been promising that all its vehicles built since 2016 have all the hardware necessary to achieve self-driving through software updates.
It turned out not to be true as Tesla needed a more powerful computer (HW3), but it did supply the retrofit to existing owners for free.
Now CEO Elon Musk confirmed that Tesla will not provide retrofit to HW4, but he said that the automaker still plans to deliver on its self-driving promises with HW3 and that HW4 will only push the performance higher.
Tesla Autopilot/Self-Driving Hardware 4.0
The teardown comes courtesy of Green The Only, a well-known Tesla hacker and tinkerer who has consistently revealed a lot of new information about Tesla vehicles by hacking the automaker’s software and tearing down its hardware.
In this case, he managed to get his hands on a new HW4 computer from a new Model X vehicle. We won’t go into details about how.
There are some indications that Tesla is implementing the new hardware suite in the Model X first with the automaker having just put up for sale its display and test drive fleet, which Tesla generally does later in a quarter. It could mean that Tesla is liquidating its Model X units in preparation for the new hardware.
Green started the teardown by confirming what Musk recently said: Don’t expect a retrofit.
To start with sorta bad news, The form-factor is totally different, so definitely no retrofits on this one. top/left is new unit, bottom – current plaid unit) pic.twitter.com/iHziGZPIBj
Tesla’s self-driving computer is combined with its infotainment computer, which has also been updated with this HW4 upgrade.
Green said about the change:
Infotainment was reworked compared to current units. The GPU is now on the same board, so no more GPU daughterboard. This makes the whole unit thinner, otherwise no changes there – same 256G NVMe and 16G RAM, same AMD CPU and GPU.
As for Tesla’s actual HW4 computer, Green sees less improvement than what was hoped:
HW4: A lot less improvement than many hoped for. Still Samsung Exynos-IP based. Bumped CPU cores from 12 to 20 (5 clusters of 4 cores each), maxing at 2.35GHz, idle at 1.37GHz Number of TRIP cores increased from 2 to 3, 2.2GHz max freq All x2 since there are two SoCs per board pic.twitter.com/eeHXg5x0aL
He did note that there are some improvements in security. Musk mentioned hackability of self-driving vehicles was a top concern at Tesla.
On the downside, the hacker’s own measurement shows that the new board has a higher power consumption than HW3 when idle.
Green noted that Tesla has also made improvements to the redundancy of the system, which is obviously important in a self-driving vehicle:
Redundancy is the name of the game this time? The board is mostly symmetric, with identical power connections on each side. There are even two network links to infotainment. Yet… if you unpower the A side, that kills the network switch and the link is lost. Still the improvements are there.
Now for what people have all been waiting for – the sensors.
Obviously, this is the computer and not the sensors, but the connectors can give us more information about the new sensors in HW4.
Now Tesla has been moving to a vision-based (cameras) approach and it has made a big deal of removing its radar and ultrasonic sensors.
There’s good news with HW4. Tesla appears to be including more cameras. There are currently 8 cameras in Tesla’s hardware suite, but now the new computer has connectors for 12 cameras, although one connector is marked as “spare.”
So we are talking about likely 11 cameras. Now as for the camera placement, it looks like all the current cameras remain other than a two camera setup in the windshield rather than the current three-front-facing camera setup.
While the information is hard to decrypt, Green sees indications that Tesla might have added cameras in the bumpers:
What’s SVC you might wonder? According to Tesla EPC, SVC is a bumper cover. So I’d guess these are bumper cameras. There’s a huge blindspot upfront on legacy cars up front (welcome to the legacy camp, Plaid owners!), so front bumper camera and two in the (rear?) bumper corners for cross traffic alerts (esp. with pillar moved forward)?
Green also found a connection for a new GPS module with a triband antenna:
The hacker noted about the new GPS unit:
The unit itself is big and unmarked, so who makes it is unknown, I would not be surprised if it’s somewhat custom Tesla thing. They carry a bootloader for it in firmware.
Finally, Green also found evidence of Tesla’s integrating a radar back into its sensor suite:
Radar: Yes, there’s now the bespoken Phoenix radar (yes, of course there is and yes that’s what it’s called in the properties too). There’s also the radar heater of course. pic.twitter.com/7inrjGmBM0
Musk told Electrek in June of last year after Tesla stopped using its radar:
The probability of safety will be higher with pure vision than vision+radar, not lower. Vision has become so good that radar actually reduces signal/noise.
However, the CEO also added that Tesla might still use radar if it had a “very high-resolution radar”:
A very high resolution radar would be better than pure vision, but such a radar does not exist. I mean vision with high res radar would be better than pure vision.
That high-resolution radar was codenamed “phoenix,” so it might be the very radar that makes it to the new hardware suite.
It’s not clear when Tesla plans to make the new HW4 official, but the timing of the March 1 Investor Day makes it a likely contender for an official announcement.
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CONCEPT AMG GT XX redefines performance: Technology pioneer shatters record after record | Nardò, 2025.
Mercedes took its GT XX concept out to the Nardo high-speed test track in Southern Italy and came back with a slew of records for electric distance driving – including one for driving a distance equal to the circumference of the world.
The concept uses two axial flux motors and a 114kWh battery, with a top speed of 223mph or 359 km/h. And it’s capable of charging at 850kW – and that’s continuous draw, not peak draw. That means it can add around 400km/250 miles of WLTP range in 5 minutes.
So, with that high top speed and that incredibly quick charging rate, what’s a manufacturer to do, other than set some records?
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The Nardo test track in Southern Italy is used by many manufacturers for high-speed testing. It’s known for its long, banked circular test track which allows cars to maintain extremely high speeds for long periods.
This is the track where speed and distance records are often set, and Mercedes set out to do the same with its concept.
Over the last 7 days, 13 hours, 23 minutes and 7.10 seconds, Mercedes ran the car, day and night, to see how it does at high speeds and without a break at all. And in doing so it set EV distance and endurance records set recently by other brands like XPeng and Xiaomi, and even by Mercedes’ own CLA (and, reaching even further back, an old one set by Tesla Youtuber Bjorn Nyland… without manufacturer support and on public roads).
Mercedes’ new record smashed the most recent 24 hour record, which stood at 3,961km (2,461mi) by the XPeng P7. The GT XX, with manufacturer support, fast charging and the right test track, managed to drive 5,479km (3,405mi) in the same 24 hour period, nearly 1,000 miles further than the previous record.
But Mercedes didn’t just go for 24 hours – that 7 days number mentioned above is how long it took the GT XX to drive a distance equal to the full circumference of the Earth, which is 40,075km (24,901mi) at the equator. In total, Mercedes did 3,177 laps of the 12.5km/7.8-mile track. Mercedes was looking to finish the trip in less than eight days, as a tribute to Jules Verne’s “Around the World in Eighty Days.”
It was helped in doing so by the incredibly quick charging rate the car is capable of, along with a fast charger that is capable of delivering that amount of electricity. 850kW is a lot more than any consumer vehicle or fast charger can currently deliver (usually 250-350kW max in US/EU), and is probably more than is practical or necessary for consumer cars. It’s even faster than the 600kW mid-race charging for Formula E. And it shows that the limits many think electric vehicles have are really not there in reality.
But in fact… Mercedes used two cars for this test, and both of them completed the same grueling test. Each of them finished with a similar distance traveled, only a 25km difference between them.
For the test, Mercedes engineers calculated that the optimal trade-off between energy efficiency and fast charging would be to drive the car consistently at 300km/h (186mph) around the track until it needed a charge, with the car driving an average of around 5,300km (3,293mi) per day.
Mercedes didn’t release any statistics on how much charging was done and how much energy was consumed, but it was certainly far more than the average consumption that you would see in normal driving, as is the case for any high speed track applications. There was certainly a lot of energy going in and out of that battery, and through those motors, over the course of those 8 days, and yet the cars seem to have handled it just fine.
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View of an offshore wind energy park during a press moment of Orsted, on Tuesday 06 August 2024, on the transportation of goods with Heavy Lift Cargo Drones to the offshore wind turbines in the Borssele 1 and 2 wind farm in Zeeland, Netherlands.
Nicolas Maeterlinck | Afp | Getty Images
Shares in wind farm developer Orsted tumbled soon as trading kicked off on Monday after the U.S. government ordered the company to halt construction of a nearly completed project.
By mid-morning, the company’s shares were around 17% lower, with shares hitting a record low according to LSEG data.
Late on Friday the U.S.’ Bureau of Ocean Energy Management had issued a stop-work order for the Revolution Wind Project off of Rhode Island. According to Orsted, the project is 80% complete and 45 out of 65 wind turbines have been installed.
The company also said that it would comply with the U.S. order and that it was considering options to resolve the issue and press ahead with construction.
The order comes at a critical time for Orsted, which is seeking to raise much-needed capital under plans that analysts suggested were now under pressure.
Orsted had announced plans for a 60 billion Danish kroner ($9.4 billion) rights issue earlier this month. On Monday, the company said it would continue with the proposal, noting that it had the support of its majority stakeholder, the Danish state.
Shares have pulled back sharply since the rights issue plans were announced.
In a Monday note, Jacob Pedersen, head of equity research at Sydbank, said the potential financial consequences of the U.S.’ order had led to uncertainty about whether Orsted would be able to continue with its capital raising plans.
“The financial consequences of the stop-work order will at best be the ongoing costs of the work being stopped,” he said, according to a Google translation. In the worst-case scenario, the Revolution Wind Project would never supply electricity to the U.S., he added.
“In that case, Orsted faces a double-digit billion write-down and significant additional costs to get out of contracts. This will, by all accounts, increase the capital raising requirement to significantly more than DKK 60 billion,” Pedersen said.
He that the company’s Monday announcement to push ahead with its rights issue plans suggested it did not expect the worst-case outcome and was expecting its 60 billion Danish kroner target to be sufficient.
“Orsted’s assessment of this is positive – but it is no guarantee that it will end up like this,” Pedersen said.
President Donald Trump‘s attack on solar and wind projects threatens to raise energy prices for consumers and undermine a stretched electric grid that’s already straining to meet rapidly growing demand, renewable energy executives warn.
Trump has long said wind power turbines are unattractive and endanger birds, and that solar installations take up too much land. This week, he said his administration will not approve solar and wind projects, the latest salvo in a campaign the president has waged against the renewable energy industry since taking office.
“We will not approve wind or farmer destroying Solar,” Trump posted on Truth Social Wednesday. “The days of stupidity are over in the USA!!!”
Trump’s statement this week seemed to confirm industry fears that the Interior Department will block federal permits for solar and wind projects. Interior Secretary Doug Burgum took control of all permit approvals last month in a move that the American Clean Power Association criticized as “obstruction,” calling it “unprecedented political review.”
The Interior Department blocking permits would slow the growth of the entire solar and wind industry, top executives at renewable developers Arevon, Avantus and Engie North America told CNBC.
Even solar and wind projects on private land may need approvals from the U.S. Fish and Wildlife Service if, for example, a waterway or animal species is affected, the executives told CNBC. The three power companies are among the top 10 renewable developers in the U.S., according to energy research firm Enverus.
The Interior Department “will not give preferential treatment to massive, unreliable projects that make no sense for the American people or that risk harming communities or the environment,” a spokesperson told CNBC when asked if new permits would be issued for solar and wind construction.
Choking off renewables will worsen a looming power supply shortage, harm the electric grid and lead to higher electricity prices for consumers, said Kevin Smith, CEO of Arevon, a solar and battery storage developer headquartered in Scottsdale, Arizona, that’s active in 17 states. Arevon operates five gigawatts of power equivalent to $10 billion of capital investment.
“I don’t think everybody realizes how big the crunch is going to be,” Smith said. “We’re making that crunch more and more difficult with these policy changes.”
Uncertainty hits investment
The red tape at the Interior Department and rising costs from Trump’s copper and steel tariffs have created market instability that makes planning difficult, the renewable executives said.
“We don’t want to sign contracts until we know what the playing field is,” said Cliff Graham, CEO of Avantus, a solar and battery storage developer headquartered in San Diego. Avantus has built three gigawatts of solar and storage across the desert Southwest.
“I can do whatever you want me to do and have a viable business, I just need the rules set and in place,” Graham said.
Engie North America, the U.S. arm of a global energy company based in Paris, is slashing its planned investment in the U.S. by 50% due to tariffs and regulatory uncertainty, said David Carroll, the chief renewables officer who leads the American subsidiary. Engie could cut its plans even more, he said.
Engie’s North American subsidiary, headquartered in Houston, will operate about 11 gigawatts of solar, battery storage and wind power by year end.
Multinationals like Engie have long viewed the U.S. as one of the most stable business environments in the world, Carroll said. But that assessment is changing in Engie’s boardroom and across the industry, he said.
“The stability of the U.S. business market is no longer really the gold standard,” Carroll said.
Rising costs
Arevon is seeing costs for solar and battery storage projects increase by as much as 30% due to the metal tariffs, said Smith, the CEO. Many renewable developers are renegotiating power prices with utilities to cover the sudden spike in costs because projects no longer pencil out financially, he said.
Trump’s One Big Beautiful Bill Act ends two key tax credits for solar and wind projects in late 2027, making conditions even more challenging. The investment tax credit supported new renewable construction and the production credit boosted clean electricity generation.
Those tax credits were just passed on to consumers, Smith said. Their termination and the rising costs from tariffs will mean higher utility bills for families and businesses, he said.
The price that Avantus charges for solar power has roughly doubled to $60 per megawatt-hour as interest rates and tariffs have increased over the years, said CEO Graham. Prices will surge again to around $100 per megawatt-hour when the tax credits are gone, he said.
“The small manufacturers, small companies and mom and pops will see their electric bills go up, and it’ll start pushing the small entrepreneurs out of the industry or out of the marketplace,” Graham said.
Renewable projects that start construction by next July, a year after the One Big Beautiful Act became law, will still qualify for the tax credits. Arevon, Avantus and Engie are moving forward with projects currently under construction, but the outlook is less certain for projects later in the decade.
The U.S. will see a big downturn in new renewable power generation starting in the second half of 2026 through 2028 as new projects no longer qualify for tax credits, said Smith, the head of Arevon.
“The small- and medium-sized players that can’t take the financial risk, some of them will disappear,” Smith said. “You’re going to see less projects built in the sector.”
Artificial intelligence power crunch
Fewer renewable power plants could increase the risk of brownouts or blackouts, Smith said. Electricity demand is surging from the data centers that technology companies are building to train artificial intelligence systems. PJM Interconnection, the largest electrical grid in the U.S. that coordinates wholesale electricity in 13 states and the District of Columbia, has warned of tight power supplies because too little new generation is coming online.
Renewables are the power source that can most quickly meet demand, Smith at Arevon said. More than 90% of the power waiting to connect to the grid is solar, battery storage or wind, according to data from Enverus.
“The power requirement is largely going to be coming from the new energy sector or not at all,” so without it, “the grid becomes substantially hampered,” Smith said.
Trump is prioritizing oil, gas and nuclear power as “the most effective and reliable tools to power our country,” White House spokesperson Anna Kelly said.
“President Trump serves the American people who voted to implement his America First energy agenda – not solar and wind executives who are sad that Biden’s Green New Scam subsidies are ending,” Kelly said.
But new natural gas plants won’t come online for another five years due to supply issues, new nuclear power is a decade away and no new coal plants are on the drawing board.
Utilities may have to turn away data centers at some point because there isn’t enough surplus power to run them, and no one wants to risk blackouts at hospitals, schools and homes, Arevon’s Smith said. This would pressure the U.S. in its race against China to master AI, a Trump administration priority.
“The panic in the data center, AI world is probably not going to set in for another 12 months or so, when they start realizing that they can’t get the power they need in some of these areas where they’re planning to build data centers,” Smith said.
“Then we’ll see what happens,” said the University of Chicago MBA, who’s worked in the energy industry for 35 years. “There may be a reversal in policy to try and build whatever we can and get power onto the grid.”