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MIT’s New Excavator Controller Could Help Beginners Dig Like Experts

21 August 2026 at 16:01

Anyone who has struggled with an arcade claw machine knows that controlling a mechanical arm is not as easy as it looks. Excavator operators face a much harder version of the same problem. They must coordinate several joystick movements to control the machine’s boom, arm, bucket and cab at the same time. Learning those controls […]

The post MIT’s New Excavator Controller Could Help Beginners Dig Like Experts appeared first on Knowridge Science Report.

Your SIM Card Could Become a Hidden Door into Your Phone, Car or EV Charger

11 August 2026 at 13:45

SIM cards are normally trusted parts of our phones and other connected devices. But new research shows that if a SIM card is malicious or compromised, it could become a surprisingly powerful tool for attacking the device that contains it. Researchers from the University of Birmingham, working with cybersecurity company Fuzzware, investigated how hostile SIM […]

The post Your SIM Card Could Become a Hidden Door into Your Phone, Car or EV Charger appeared first on Knowridge Science Report.

Scientists Catch a Hidden Electronic State Forming Almost Instantly

9 August 2026 at 20:13
Photoinduced Hidden State Formation IllustrationResearchers observed a hidden state triggered by light forming within 30 femtoseconds. A pulse of light sent a metal-organic framework into a hidden electronic state in just 30 femtoseconds. By watching the transformation almost as it happened, researchers uncovered a fleeting intermediate stage that appears to guide the material into its new state. The work [...]

RAM Production Capacity Is Reportedly Sold Out Through 2027

By: Jack
6 August 2026 at 20:21

RAM production capacity at Samsung Electronics, SK hynix, and Micron Technology is reportedly committed through the end of 2027, leaving consumer electronics manufacturers with little room to secure additional memory outside existing supply agreements.

Industry reports indicate that the three dominant manufacturers have allocated their available DRAM and high-bandwidth memory production for next year. Long-term contracts with cloud companies, AI chip developers, automakers, and device manufacturers have effectively reserved the output those suppliers expect to produce.

The claim does not mean every RAM module that will be sold in 2027 has already been manufactured or purchased by a consumer. It refers to future production capacity being assigned to customers before the chips leave the factory.

It also does not cover every memory producer worldwide. Chinese manufacturer ChangXin Memory Technologies, known as CXMT, and several smaller suppliers continue to produce DRAM. However, Samsung, SK hynix, and Micron control most of the advanced global DRAM market, making their available capacity the primary constraint for companies such as Apple.

RAM Production Is Already Committed

Selling out a year of production capacity means manufacturers have received enough contractual commitments to allocate the output they expect from their factories. Customers may have reserved specific volumes, product types, or manufacturing capacity under agreements that include minimum purchases and pricing protections.

Micron has been shifting toward this model through strategic customer agreements. The company disclosed 16 multiyear deals covering customers across data centers, consumer devices, automotive products, and industrial equipment.

Those agreements typically run for several years and include binding volume commitments. Some use fixed prices, while others establish price floors and ceilings. Micron has said that its signed contracts represent approximately $100 billion in expected revenue over their remaining terms.

Such agreements give memory manufacturers more predictable revenue than the traditional DRAM cycle, in which aggressive expansion frequently created excess supply and collapsing prices. They also give large buyers assurance that chips will be available for planned products.

The disadvantage falls on customers that did not reserve enough capacity early. A company needing more memory than its contract provides may have to pay higher prices, accept a different specification, delay production, or find another qualified supplier.

SK hynix CEO Kwak Noh-jung has described 2027 as potentially the worst year in the memory industry’s history from a supply perspective. He expects customer demand to remain above the company’s production capacity beyond 2030, despite major investments in new factories.

Samsung has issued a similar warning, expecting the constraints to become more severe in 2027 and continue into 2028. Analysts at UBS have projected that the DRAM market could remain undersupplied until at least the second quarter of 2028.

A man with short dark hair wearing a navy blazer and white shirt smiles while sitting indoors against a blurred blue background, reminiscent of an executive discussing advancements in Apple memory and DRAM supply.
Image Credit: Bloomberg / Getty Images

AI Memory Consumes More Factory Capacity

The shortage originates primarily from the rapid expansion of artificial intelligence infrastructure. AI accelerators require high-bandwidth memory, or HBM, to move large amounts of data between memory and processors at extremely high speeds.

HBM and the LPDDR memory used in Apple devices are different products. An iPhone or Mac is not competing directly for the same finished memory package installed beside an Nvidia AI accelerator.

They still depend on overlapping manufacturing resources. HBM begins with advanced DRAM dies, and producing a given capacity of stacked HBM consumes considerably more wafer output and packaging resources than conventional memory. Suppliers have also concentrated spending, equipment, and engineering work on the more profitable AI segment.

Every production line converted or optimized for HBM can reduce the industry’s flexibility to make standard server DRAM, PC memory, or mobile LPDDR. New investment may increase total memory output while doing little to relieve the parts of the market serving phones and personal computers.

Cloud companies are willing to enter multiyear agreements and make large financial commitments because a shortage of memory can leave costly AI processors unused. Memory manufacturers therefore have a powerful incentive to prioritize these customers over consumer device companies seeking lower component prices.

The pressure is also moving beyond HBM. AI servers need large quantities of conventional DDR5 memory, while storage systems supporting model training and inference consume enterprise NAND flash. This spreads the shortage across several categories that were previously less exposed to AI infrastructure spending.

Apple Faces Expensive Supply Decisions

Apple purchases enormous volumes of LPDDR memory for the iPhone and iPad, along with memory used across the Mac, Apple Watch, Vision Pro, Apple TV, and HomePod product families. Its size gives it substantial negotiating power, but it cannot purchase capacity that suppliers have already assigned to other customers.

The company has acknowledged that memory prices are continuing to rise. Tim Cook recently characterized the pricing environment as a β€œhundred-year flood” and said Apple expects to pay more for memory during the September quarter.

Apple has already raised prices across several Mac and iPad models while reducing or removing some high-memory Mac configurations. Although memory availability is not the sole influence on every product decision, eliminating configurations can help a manufacturer concentrate limited components around the models expected to sell in larger volumes.

The design of Apple silicon makes memory allocation especially sensitive. Unified memory is integrated closely with the processor package and cannot be upgraded after purchase. Apple must decide how many chips to secure for each configuration long before customers begin ordering those machines.

A shortage can therefore affect more than the cost of an individual RAM component. It can influence base memory capacities, upgrade pricing, the number of configurations offered, production volume, and the timing of product introductions.

Apple can absorb part of the increase through its margins, negotiate longer agreements, adjust retail pricing, or redesign its product mix. Each option carries a cost. Absorbing higher prices reduces profit per device, while passing them to customers could weaken demand. Restricting configurations risks pushing professional users away from Macs that no longer offer enough unified memory.

The company is reportedly evaluating DRAM from CXMT for products sold in China. Adding a fourth major source could improve access to conventional memory, but qualification takes time because Apple must confirm performance, reliability, manufacturing consistency, and compatibility with its hardware.

The political environment creates another obstacle. US lawmakers have raised national security concerns about American companies purchasing memory from Chinese semiconductor manufacturers. Apple could consequently find that a supplier is technically suitable for China-market products but difficult to introduce across its international supply chain.

RAM production - Apple Store Hamburg

Sold Out Does Not Mean Stores Will Be Empty

The reported capacity commitments do not guarantee a universal shortage of finished devices. Apple and other major manufacturers will still receive memory under agreements they have already negotiated.

Products can also continue reaching stores while component prices rise. Manufacturers may reduce discounts, increase retail prices, limit premium configurations, or give priority to their most profitable devices before allowing a shortage to stop production completely.

Contracted capacity can change if customers reduce orders or if AI infrastructure investment slows. Memory makers could redirect production between customers and product categories, although converting lines and qualifying different chips cannot happen immediately.

CXMT could also expand faster than expected, particularly in mainstream DRAM. Its products have reportedly attracted interest from HP, Asus, Acer, Dell, Lenovo, and Apple as established suppliers devote more resources to AI memory. CXMT is unlikely to replace the combined output of Samsung, SK hynix, and Micron during 2027, but it may provide an alternative for products sold outside the United States.

New production facilities offer little immediate relief. Semiconductor factories require construction, equipment installation, process development, yield improvement, and customer qualification before reaching dependable volume.

Micron expects the first wafer output from its initial new Idaho facility around the middle of 2027, with a second facility following in late 2028. Those first wafers will still need to pass through the production ramp and customer qualification process, leaving much of their effect on available device memory for 2028 and later.

A person wearing a long-sleeve dark shirt holds a DRAM memory module between their thumb and fingers, showcasing its memory chips against a plain light background.
Image Credit: Magnific

The post RAM Production Capacity Is Reportedly Sold Out Through 2027 appeared first on AppleMagazine.

This Wearable Muscle Sensor Could Transform Rehabilitation and Robotic Mobility

2 August 2026 at 15:22

Researchers at the University of Queensland have developed a new type of sensor that can measure how hard muscles are working without needles, surgery or other invasive procedures. The breakthrough could help create smarter robotic limbs, wearable exoskeletons and rehabilitation devices that respond more naturally to a person’s movements. The study was published in Science […]

The post This Wearable Muscle Sensor Could Transform Rehabilitation and Robotic Mobility appeared first on Knowridge Science Report.

This smart wearable patch vibrates to warn you of dangerous gases and toxic water

Imagine wearing a small patch that can instantly warn you if you are exposed to dangerous gases or contaminated water. Instead of sending an alert to your phone that you might not notice right away, the patch vibrates against your skin, giving you an immediate warning to move away from danger. Researchers at North Carolina […]

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This smart knitted fabric can count your steps, turn on lights, and change shape

16 July 2026 at 14:00

Knitted fabrics are usually associated with warm sweaters, scarves, and blankets. But researchers at the Harvard John A. Paulson School of Engineering and Applied Sciences (SEAS) have shown that knitting can do much more than keep people warm. They have created a new type of smart fabric that can change shape, act like a switch, […]

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New electronic skin can be made onsite, bringing smarter robots and wearables closer to reality

24 June 2026 at 12:56

Researchers in South Korea have developed a new type of electronic skin that can be made directly where it is needed, potentially opening the door to smarter robots, advanced wearable devices, and more interactive technologies. Electronic skin, often called e-skin, is a thin and flexible material filled with sensors that can detect pressure, touch, and […]

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A Plastic Motor Just Defied a Century of Engineering Assumptions

23 June 2026 at 22:59
Electricity Sparks Outside Concept ArtElectrostatic forces enable low-voltage actuation without relying on rare earth materials. Nearly every electric motor in modern life, from the fan on your desk to the motor in an electric vehicle, relies on magnetism. For more than a century, magnetic fields have dominated motor design because electrostatic forces were considered too weak for practical machines. [...]
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