The Hardware in Your Pre-2023 Tesla Will Never Allow It to Fully Drive Itself, Elon Musk Admits

https://gizmodo.com/the-hardware-in-your-pre-2023-tesla-will-never-allow-it-to-fully-drive-itself-elon-musk-admits-2000749809

If you bought a Tesla from before 2023 in the hopes that a future software upgrade would render it capable of unsupervised full self-driving—the as-yet unrealized dream of a truly self driving car, in other words—that’s never going to happen, Elon Musk admitted on an earnings call Wednesday.

It’s possible you might be able to get a hardware upgrade, rather than having to trade in your Tesla for a new one, but from the sound of it, retrofitting hundreds of thousands of cars with new computers and cameras is going to be a colossal new project for Tesla.

The FSD hardware packaged known as Hardware 3 was standard until Hardware 4 came along in early 2023, though it took until May of that year for Hardware 4 to reach all models. (To tell which version you have, go to Settings in your infotainment system, then tap Software, and then Additional Vehicle Information).

“Unfortunately, Hardware 3, I wish it were otherwise, but Hardware 3 simply does not have the capability to achieve unsupervised FSD,” Musk said during the call on Wednesday. “We did think at one point it would, but relative to Hardware 4 it has only 1/8 the memory bandwidth of Hardware 4.”

Some customers have voiced frustration about Tesla not delivering FSD, and Tesla faces a class action lawsuit in Australia alleging that “Despite statements or representations to the contrary, the hardware on Tesla vehicles is incapable of supporting fully autonomous or close to autonomous driving.”

Seemingly in an effort to stave off a customer revolt over the revelation that the Hardware 3 package will never be capable of unsupervised driving, Musk has described the following program:

“For customers that have bought FSD, what we’re offering is essentially a trade-in, like a discounted trade-in, for cars that have AI4 hardware. And we’ll also be offering the ability to upgrade the car to replace the computer.”

He also threw in this curveball:

“And you also need to replace the cameras, unfortunately, to go to Hardware 4.”

In other words, your car has to be retrofit with multiple new parts in order to even stand a chance of ever receiving a software upgrade that enables Tesla’s unsupervised self-driving mode.

Musk claimed on the call that Tesla plans to create “micro-factories, or small factories,” concentrated in population centers, where “mini production lines” will change out the hardware. Relying on local service centers, where mechanics would intersperse this hardware upgrade with their other tasks, would be “extremely slow,” he said.

via Gizmodo https://gizmodo.com/

April 22, 2026 at 08:12PM

3D-Printed Chinese Characters May Soon Inspire Stronger Materials for Engineering and Architecture

https://www.discovermagazine.com/3d-printed-chinese-characters-may-soon-inspire-stronger-materials-for-engineering-and-architecture-48997

The visual side of human culture is full of symbols that carry historical meaning. They convey language and emotion, and act as a record of our evolution. More recently, engineers have been drawing inspiration from these cultural forms, as their geometries may harbor untapped potential for robust materials. Take the ancient art of origami, a culturally rich recreational practice that has provided the basis for surprisingly durable designs, leading to advancements in aerospace, biomedical implants, and robotics.

Now, researchers from the University of Edinburgh have tested 3D-printed materials made from different Chinese characters for their strength, density, and stiffness. As described in their paper, published in the Journal of Applied Physics, one character performed especially well, suggesting potential for a wide range of engineering applications.

Comparison of Chinese characters used in metamaterial design, showing original symbols, unit cell structures, and resulting 3D-printed materials

Chinese characters (top), unit cell designs (middle), and resulting 3D-printed metamaterials (bottom).

(Image Credit: Chloe Doey Leung and Parvez Alam)

What Makes Chinese Characters So Interesting for Engineers?

In the search for new and durable designs, engineers have increasingly turned to culturally rooted patterns. Beyond the success of applying origami principles to modern industrial design, the intricate geometric symmetry found in Islamic tile patterns has also inspired design software and structural engineering.

Now, scientists are hoping to build on this momentum by studying the durability of Chinese characters as structural patterns, potentially expanding their use beyond written language.

“Certain Chinese characters have strong, distinctive geometries, and these are shapes that ‘felt’ like they could exhibit unique mechanical properties and behaviors,” said study co-author Parvez Alam from the School of Engineering at the University of Edinburgh in a press release.

Chinese characters differ from the Latin alphabet in that they often consist of curves, crossbeams, and graduated features that fill square forms, shapes that are theoretically ideal for creating repetitive, functional units.

“These are architectural qualities that we see applied to metamaterials in general,” said Alam. “And a question that came to mind was whether these ancient characters might also serve as unconventional metamaterial architectures with specialized properties and behaviors.”


Read More: A 3D-Printed Elephant Inside a Living Cell Signals a Bioengineering Breakthrough


Some 3D-Printed Chinese Characters Perform Better Than Others

Metamaterials are materials that are defined more by their patterned structure than by their composition. To test whether Chinese characters could be used in functional designs, the researchers selected four simple characters, created rows of repeating units for each, 3D-printed them, and mechanically tested their performance.

The first character, ?, resembles an upside-down “V” and means “person.” The next, ?, adds a horizontal stroke and translates to “large.” The character for “sky,” ?, adds another horizontal stroke on top, while the final character, ?, meaning “husband,” differs from “sky” by a small protruding stroke above the top line.

Endurance tests, including compression under heavy loads, showed that some characters performed better than others from a metamaterial perspective. The “person” character failed first, likely due to its unsupported curvature. In contrast, the characters with horizontal strokes distributed the load more effectively, aligning with established principles in statics about the importance of crossbeams. Overall, the researchers found that the character for “sky” (?) exhibited the most favorable mechanical properties.

Connecting Engineering and History

The researchers see strong potential in their findings, not just for metamaterials, but also for making engineering more interdisciplinary and accessible. They suggest that symbol-based designs can help bridge engineering, materials science, and history.

According to Alam, they barely scratched the surface. There are thousands of Chinese characters to explore, not to mention other rich writing systems such as Bengali, Arabic, and broader traditions of calligraphy.

“The utility of symbols, while having value in engineering design, should also generate a different type of learning interest,” added Alam. “I hope we can encourage more interdisciplinary interactions through this. STEM is fun, but so is everything else.”

Article Sources

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April 22, 2026 at 12:50PM

Valve engineer shocks Linux community with game-changing VRAM hack for 8GB GPUs — breakthrough solution turbocharges gaming by prioritizing VRAM for games while background tasks take a back seat

https://www.tomshardware.com/software/linux/valve-engineer-shocks-linux-community-with-game-changing-vram-hack-for-8gb-gpus-breakthrough-solution-turbocharges-gaming-by-prioritizing-vram-for-games-while-background-tasks-take-a-back-seat

Natalie Vock, a dev on Valve’s Linux graphics driver team has introduced new fixes that optimize VRAM usage for games in Linux. Previously, any background task could make the OS evict game data from VRAM and throw it into system memory, but now it’ll be able to correctly prioritize the game running in foreground.

via Tom’s Hardware https://ift.tt/AgR8VhD

April 16, 2026 at 08:03AM

Iran reportedly bought an in-orbit Chinese satellite to target US military sites in the Middle East — purchase agreement included ongoing ground control services based in China

https://www.tomshardware.com/tech-industry/iran-reportedly-bought-an-in-orbit-chinese-satellite-to-target-us-military-sites-in-the-middle-east-purchase-agreement-included-ongoing-ground-control-services-based-in-china

Leaked documents allegedly show that the IRGC Aerospace Force is using a Chinese satellite to observe U.S. bases in the Middle East and use it for targeting American assets with drones and missiles.

via Tom’s Hardware https://ift.tt/AgR8VhD

April 16, 2026 at 08:03AM

Valve might be adding a 30-day price tracker to Steam — feature is already available in some EU countries to spoof out fake discounts

https://www.tomshardware.com/video-games/pc-gaming/valve-might-be-adding-a-30-day-price-tracker-to-steam-feature-is-already-available-in-some-eu-countries-to-spoof-out-fake-discounts

Your Steam games are about to get some new glanceable information next to their price boxes, according to recent changes discovered in the client’s backend. Valve might be adding a 30-day price tracker to the platform, letting you see if the game currently costs the lowest it has been in the last month.

via Tom’s Hardware https://ift.tt/AgR8VhD

April 16, 2026 at 08:03AM

Engineer open-sources DIY radar system that’s 95% cheaper than $250,000 commercial offerings, has 20 kilometer range — Moroccan engineer designs Aeris-10 radar, shares it on GitHub

https://www.tomshardware.com/maker-stem/open-source-radar-system-is-95-percent-cheaper-than-usd250-000-commercial-offerings-has-20-kilometer-range-moroccan-engineer-designs-aeris-10-radar-shares-it-on-github

Open-source radar system is 95% cheaper than $250k commercial offerings

via Tom’s Hardware https://ift.tt/AgR8VhD

April 16, 2026 at 08:03AM

Researchers find a way to heat 3D printer filament using microwaves, enabling fusing circuits inside printed objects — tech supports precise heating down to the width of a human hair

https://www.tomshardware.com/3d-printing/researchers-find-a-way-to-heat-3d-printer-filament-using-microwaves-enabling-fusing-circuits-inside-printed-objects-tech-supports-precise-heating-down-to-the-width-of-a-human-hair

Researchers from Rice University have developed new microwave technology giving 3D printers the ability to heat ink with extremely high precision. The new tech is already being used to develop new 3D-printed tech that would be impossible without it, and to improve 3D printing efficiency.

via Tom’s Hardware https://ift.tt/AgR8VhD

April 19, 2026 at 06:47AM