Employees at Salesforce are circulating an internal letter to chief executive Marc Benioff calling on him to denounce recent actions by US Immigration and Customs Enforcement, prohibit the use of Salesforce software by immigration agents, and back federal legislation that would significantly reform the agency.
The letter specifically cites the “recent killings of Renee Good and Alex Pretti in Minneapolis” as catalysts, calling them the “devastating indictment of a system that has discarded human decency.” It’s unclear how many signatories the letter has received so far.
The letter, which has not been reported on previously, is being organized amid Salesforce’s annual leadership kickoff event this week in Las Vegas. During an appearance at the event earlier today, Benioff asked international employees to stand to thank them for attending. He then joked that ICE agents were in the building monitoring them, according to current and former Salesforce employees who spoke to WIRED.
Benioff’s remarks sparked immediate backlash among employees. “Lots of people are furious,” says one source, who asked to remain anonymous for fear of retaliation. Another source tells WIRED that the internal pushback today was significantly more forceful than after Benioff made other controversial comments last fall supporting President Trump’s call to deploy the National Guard to San Francisco to address crime.
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Salesforce did not immediately respond to a request for comment from WIRED. Business Insider and 404 Media previously reported on Benioff’s remarks and the reaction to them inside Salesforce.
“We are deeply troubled by leaked documentation revealing that Salesforce has pitched AI technology to U.S. Immigration and Customs Enforcement to help the agency ‘expeditiously’ hire 10,000 new agents and vet tip-line reports,” the letter reads. “Providing ‘Agentforce’ infrastructure to scale a mass deportation agenda that currently detains 66,000 people—73 percent of whom have no criminal record—represents a fundamental betrayal of our commitment to the ethical use of technology.”
The letter argues that Benioff’s voice “carries unique weight in Washington,” pointing to an episode last fall when Trump called off an ICE deployment in San Francisco after what appeared to be outreach from Bay Area tech leaders, including Benioff and Nvidia CEO Jensen Huang. It urges Benioff to use that influence as a “corporate statesman” to issue a public statement condemning what it calls ICE’s unconstitutional conduct and to commit Salesforce to clear “red lines” barring the use of its cloud and AI products for state violence.
Benioff has weighed in on both national and local political issues for years. He supported Democratic presidential candidate Hillary Clinton in 2016 and later became one of the most high-profile backers of Proposition C, a failed San Francisco ballot measure that would have raised taxes to fund programs to address homelessness. In 2020, he donated to the primary campaigns of some Democratic presidential candidates, including Kamala Harris.
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But since Trump returned to the White House in January, Benioff has signaled greater support for some Republican leaders. In one interview, he said he strives to stay nonpartisan because he also owns Time magazine. But he also joked that, while he declined to contribute to Trump’s inauguration fund directly, he had “donated” a photo of the president on the magazine’s cover, which named him its 2024 Person of the Year. “He can use the Time magazine cover for free,” Benioff said in the interview with Fortune.
Benioff also faced backlash from Salesforce employees last fall when he suggested the National Guard should be sent to San Francisco to tackle crime ahead of the company’s annual conference in the city. He later apologized for the remarks, explaining they stemmed from genuine concerns about safety. He later reversed his stance and joined Nvidia’s Huang in asking Trump to refrain from sending troops.
Parkour Kitties Fibers claims to be one of the first hand-dyed yarn businesses in Singapore
Mentioning “parkour” to anyone generally evokes a mental image of a particularly athletic individual, overcoming barriers and obstacles with ease. Or, maybe that specific scene from The Office may come to mind.
For 55-year-old Lois Teo, however, parkour is simply what her three relentlessly playful rescue cats were constantly up to. Their states of perpetual motion led Lois to label her felines as “parkour kitties”.
As an homage, Lois decided to name her business Parkour Kitties Fibers. Like the kittens, the brand would come to embody curiosity and a refusal to stay within rigid boundaries. Today, Parkour Kitties Fibers is recognised as one of Singapore’s earliest hand-dyed yarn businesses, operating in a niche that barely existed locally previously.
We spoke with indie yarn dyer Lois to find out what it means to be one of Singapore’s first hand-dyers.
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Stitching through recovery
Lois and her cats./ Image Credit: Parkour Kitties Fibers
Since her teenage years, Lois had knitted and crocheted, learning from a knitting book she inherited from her sister. Over time, knitting became a quiet ritual—something she returned to whenever she needed calm.
In 2016, Lois took a one-year sabbatical from a stressful corporate job after suffering from a medical emergency during a business trip. During this period, knitting shifted from hobby to therapy. The repetitive motions, textures, and focus offered comfort at a time when her body and life felt uncertain.
When the overseas posting she was slated for offered no possibility of a part-time arrangement, Lois made the difficult decision to leave her corporate role entirely in 2017.
The following year was spent recovering, knitting, and learning to live at a slower pace. It was during this limbo that Parkour Kitties Fibres began to take shape—long before it had a name or customers.
During her usual shopping for yarns online, Lois discovered art of hand-dyed yarn, where the fibres saturated with layered colours, speckles, and gradients that felt alive.
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“I realised a lot of them dye the yarn at home, in a home studio or garage,” Lois said. “I was like, ‘Oh, I can do that at home too’ and started converting my kitchen into a home studio!”
The founder shared that previously, there was only one other person hand-dyeing yarn in Singapore at that time, and it was limited to a hobby.
Lois began researching the process, watching YouTube tutorials and learning about acid dyes—how they work, and how they can be safely used on natural fibres. Through much practice, what started as curiosity quickly turned into passion and eventually a business.
Learning the ropes and rinses
The dyeing process./ Image Credit: Parkour Kitties Fibers
In 2019, Lois officially began dyeing yarn and selling it online. The earliest offerings were simple, basic colourways that were listed on Etsy. Unexpectedly, there were many customers from the US and Canada, who were willing to pay international shipping for yarn hand-dyed halfway across the world.
Her strong Etsy presence caught the attention of a local Etsy team, who encouraged Lois to take part in her first pop-up at its annual Etsy Craftivist, a crafter’s market held at Esplanade in 2019.
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That moment marked Parkour Kitties Fibers’ transition from a quiet online presence into a visible part of Singapore’s small but passionate yarn scene.
Today, Lois has expanded into novelty yarns, including bases embellished with sequins and beads. When dyed black, these yarns can become garments that feel classy and semi-formal.
Lois had also noticed that many customers treat her yarn as a “special occasion” material due to its uniqueness in colourways compared to mass-dyed yarn.
“I’ve observed that many customers don’t use my yarn immediately but save it for more intricate projects,” Lois shared.
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Years later, customers would reach out to Lois with their finished projects, proudly sharing sweaters, shawls, and cardigans made from Parkour Kitties yarn. Sometimes, these posts spark renewed demand for past colourways, which Lois happily accommodates.
A single skein starts at S$32, a price point Lois maintains to reflect the reality of local production costs.
However, Lois is persistent in making natural fibre, especially hand-dyed ones, more accessible and affordable.
To lower the barrier of entry, she also produces mini-skeins, allowing customers to experiment with smaller projects like headscarves and socks. These smaller quantities also let people feel the difference in texture and quality when knitting or crocheting with natural fibre, compared to synthetic ones.
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Lois is also part of knitting groups where she and other knitters share their love, inspirations, and techniques for creating new works.
The craft behind the colours
Mini and regular skeins, alongside headscarves knitted by Lois./ Image Credit: Parkour Kitties Fibers
Lois works primarily with animal fibres such as merino wool and cashmere, while synthetic fibres like polyester are avoided as much as possible. Such synthetic materials may be cheaper, but they do not retain warmth and durability over time in the same way natural fibres do, Lois emphasised.
“If you buy synthetic, it’s $10 compared to $20 for a natural fibre. It depends on whether you are looking for value or quality.” Lois said.
While knitting with natural fibre is undeniably more expensive than synthetic ones, Lois believes natural yarn is worth it for its craftsmanship and longevity. A store-bought knitted sweater made from natural fibre, she estimated, would retail for S$500 to S$600.
Outside of formal collections, Lois draws inspiration from the world around her: the colours and patterns of insects, birds, and flowers, as well as visual culture such as animations. These influences have even been translated into one to two colourways released a month, and even bundled skein colourways, where multiple colours tell a cohesive story.
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(L to R) Studio Ghibli collection, which includes the Swimming with Ponyo colourway./ Image Credit: Parkour Kitties Fibers
“My Studio Ghibli-inspired skeins have surprisingly sold quite well and usually sell out as fast as I can produce them.” Lois reflected.
Each dye batch usually yields around six skeins in five different yarn weights per colourway. The full dyeing process—cooking the yarn with acid dye, allowing it to cool, rinsing, and drying—takes about two days. During rainy periods, drying time can stretch even longer, depending on the yarn weights involved.
Occasionally, the final hue turns out differently than expected because various yarn bases absorb the dye in diverse ways—a natural quirk of hand-dyeing that always offers Lois a fresh lesson in her art.
“No two skeins are identical, that’s the beauty of hand-dyed yarn,” Lois reflected on her craft.
Binding off Etsy
(L to R) Parkour Kitties Fibers’ stocks at Craft Atelier; colourway inspired by Geylang Serai./ Image Credit: Parkour Kitties Fibers
As Etsy grew more expensive and prone to imitators, Parkour Kitties moved fully to sell on her website through Shopify in 2024.
Later that year, a customer-turned-friend opened a knitting shop, Cast On Yarn Shop, which gave Parkour Kitties Fibers a physical retail spot to stock yarn regularly. Lois now drops by often, functioning almost like an in-house dyer.
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As part of her love for knitting and the community, she also spends considerable time helping customers estimate how much yarn is needed for their projects, like sweaters—typically three to four skeins for a small to medium size, depending on yarn weight.
Moreover, that year, as part of a collaboration with the National Heritage Board and weaving and fibrecraft studio Craft Atelier, Lois created a yarn featuring a vibrant orange, green, and purple palette inspired by the culture and history of Geylang Serai. The yarn was offered in several blends, including merino and mulberry silk.
Besides stocking at Cast On Yarn Shop and Craft Atelier, Parkour Kitties Fibers has also found international stockists in Australia, Indonesia, and Japan, driven by interest in Lois’ novelty yarns—particularly her bold offerings like neon colourways amongst her other creations. Lois noticed that her core customers tend to be working adults ranging from their 20s to 60s, most of whom knit garments such as sweaters and cardigans.
At pop-ups, Lois offers ready-made products alongside her hand-dyed skeins, and the offerings shift according to the audience. High-end events like Boutique Fair feature large shawls, while festivals aimed at younger, budget-conscious crowds, such as Mercury Festival, will see Lois’ smaller bandanas, beanies and headscarves for sale.
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Custom dye requests are increasingly common. One recent order involved “chill colours” in blues and greens for a very large shawl, beginning with five skeins and later asked for an additional three skeins to complete the piece.
The pressure behind the palette
(L to R) Fidelity colourway inspired by butterflies, and pink lotus colourway of the Peranakan Heritage 2025 Advent Calendar./ Image Credit: Parkour Kitties Fibers
Among the usual creative challenges Lois has faced, the latest Peranakan Heritage 2025 Advent Calendar stands out as the most demanding, but also one of the most fulfilling ones.
Her friend from Cast On Yarn Shop asked Lois to come up with 24 entirely new colourways. Lois got to work and decided on a Peranakan culture theme, where some colourways were inspired by butterflies and pink lotus in Peranakan motifs.
Initially hesitant, Lois only decided to go ahead with it later and had two weeks ahead of a Dec 1 delivery deadline to deliver the colourways. Nonetheless, she managed to do it with intense discipline, research and trial-and-error. Moreover, Lois visited the Peranakan Museum to ensure the heritage-inspired colourways were accurate and respectfully represented.
Operational challenges have also emerged, particularly in international shipping. Severe restrictions and high flat fees introduced by SingPost for US-bound parcels has forced Lois to find slightly more affordable shipping companies.
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To manage still high shipping costs, Parkour Kitties lists shipping fees transparently on its website and offers refunds for any difference.
“Despite the higher shipping prices, US customers continue to place orders and are willing to pay for it!” Lois shared.
Besides personal milestones in launching the Peranakan Heritage 2025 Advent Calendar, popular Studio Ghibli bundles and becoming a near-resident dyer at a friend’s yarn shop, Lois’ SG60-themed colourways inspired by Peranakan Kebaya prints also marked a new phase of visibility and collaboration.
Looking ahead, Lois hopes to develop more kits and curated sets. New colourways frequently sell out upon release—sometimes before they even reach physical shelves—necessitating frequent dyeing sessions.
In terms of scale, Lois has been increasingly receiving a rising number of custom requests, apart from creating over 100 colourways so far.
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One of the most ambitious ideas on the horizon emerged from a conversation with her yarn shop–owning friend: the possibility of opening a yarn shop in the airport. Lois believes tourists would be drawn to locally hand-dyed yarn as a meaningful gift or a portable souvenir.
For others considering turning their love for craft into a business, Lois offered a firm piece of advice: “Do not under-sell your craft just because everybody’s doing it. Do not under-sell the time you spend on your craft.”
In every skein of Parkour Kitties Fibers’ yarn lies not just colour, but care, labour, and the conviction that slow, intentional making is worth every effort in this fast-paced world.
USB ports are used to connect external devices such as the mouse, keyboard, joystick, and printers to your computer. Different ports are used to connect different external devices at a time. And it is so frustrating if any of them stops working while you are using any external device, or even if you want to connect any device.
In this article, you will find the reason why your USB ports are not working properly or are stopping working in Windows.
Identifying Issues in Port
To fix the USB port issue, it is necessary to find out the reason behind the problem occurring while using these devices.
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To identify the reason, here is a list of some issues that occur in USB ports in Windows.
Device Not Recognized: This is the basic reason for the USB ports to stop working. When you connect your external device, your computer does not recognize the device.
Error Messages: You may encounter messages like ‘USB device not recognized,’ ‘Power on the USB port,’ and ‘Overvoltage on USB port.’ These pop up for a lot of reasons, like outdated drivers, power management settings, connectivity issues, or faulty ports.
Intermittent Connectivity: This is the unstable connectivity of the external device after connecting to your computer. The external device connects and disconnects repeatedly.
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Slow in Data Transfer: The transfer process becomes unusually slow when the USB device is not connected to the computer properly.
These are the issues you face while connecting any external device, such as a mouse, keyboard, joystick, and many others. To resolve some basic problems, you can simply install drivers for external devices like the USB Joystick Driver and for any other device.
How to Fix USB Port Issues?
Follow the given steps when you face issues with USB ports in Windows, and resolve those issues in quick and easy ways.
Physical Damage
The first step to follow to fix the USB port is to check the external device in the port you are connecting to. Ensure that the USB port or the device you are connecting to is dust-free. Check for the loose connections of the device from your computer.
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Restarting the Computer
Restarting your computer simply refreshes the system and automatically installs new drivers in your operating system. After restarting the computer, it recognizes the missing USB drivers.
Check for BIOS Settings
Enable all the USB ports in your computer. Keep the USB ports enabled for easy connectivity from the external devices to your computer.
The following are the steps used to enable the BIOS settings.
Step 1: Turn on the power switch in your CPU.
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Step 2: Press the F2 key repeatedly until your computer starts.
Step 3: BIOS settings configuration appears on your screen.
Step 4: Open USB configuration, or USB ports, in ‘Integrated Devices.’
Step 5: Select and enable USB ports. Save changes and exit.
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Now your USB port or external port is enabled; if it is not working yet, follow the next steps.
Adjust Power Management Settings
Your operating system may have disabled the USB devices to save power. To enable these USB ports, here are the steps.
Step 1: Right-click on the Windows option present in the left corner of the taskbar.
Step 2: Go to USB controllers.
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Step 3: Right-click on ‘USB root hub’ and then go to ‘Properties.’
Step 4: Go to the ‘Power Management’ tab. Unselect ‘Allow computer to turn off this device to save power.’
Step 5: Repeat the process for all ‘USB Root Hubs,’ and then restart your system.
Disable Selective Suspend
The selective suspend feature works for the interference of external devices in your system.
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Here are the steps to disable this feature.
Step 1: Go to the ‘Start’ menu and search for ‘Edit Power Plan.’
Step 2: Open ‘Change Advance Power Settings.’
Step 3: Select USB settings, and then open ‘USB selective suspend,’ and disable it.
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Step 4: Restart your system to save changes.
Uninstall and Reinstall USB Controllers
Malicious controller drivers in your system are a reason why your system is not recognizing external devices.
Here are the steps to uninstall and reinstall your drivers.
Step 1: Go to the ‘Start’ button on the taskbar.
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Step 2: Select ‘Device Manager’ and open the ‘USB controller.’
Step 3: Go to every option in the list and select it, then right-click ‘Uninstall Device.’
Step 4: Restart your computer or laptop.
Step 5: Your system automatically reinstalls the essential drivers.
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To connect external devices, the USB ports are the quickest method. And if these USB ports stop working, follow the given steps and information and fix USB port issues in your computer and laptops.
A big pendulum hangs in Tom Stanton’s workshop, ready to go. He heaves the weighted arm to one side, lets it go, and watches it swing for a long time thanks to the low friction bearings. This is a simple device for storing energy, as gravity converts potential energy into kinetic energy with each pass, then back the other way again. Most people store electricity in batteries, but Stanton took a different approach, storing it mechanically and then converting it back to electricity on demand.
He begins with a basic experiment involving a magnet dangling from a piece of rope and swinging over a solid copper block. As the magnet passes past the copper, the moving magnetic field induces a current in the copper, and those currents form their own opposing fields, slowing the magnet and converting its motion into heat, but Stanton noticed something interesting. Instead of letting the heat triumph, he reasoned, why not replace the copper block with a coil of wire? When the magnet swings by, the current passes through the wire rather than being dissipated as heat.
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Stanton began with some fairly basic versions and obtained alternating current that would light an LED for a moment or two during its swing, but to make the output more useful for devices that require a steady supply, he added a full-bridge rectifier, which is four diodes arranged to allow current to flow in only one direction. He also used a capacitor to smooth out the pulses and provide a steady voltage. Even with small swings, the capacitor would now charge sufficiently to keep the LED light between swings.
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Then he got to have some fun by scaling everything up. He used an existing triangular frame from a prior trebuchet build as the foundation. He mounted an aluminum arm on precision bearings and then installed many powerful magnets along the arm in an alternating pole pattern. He also added several small magnets that rotated between the bigger ones to make a Halbach array, which directed the magnetic field strongly in one direction. To strengthen the field even further, he attached a mild steel plate behind the magnets, which focused the field by creating a convenient return path for the magnetic field lines.
The coils came next, with thick enameled copper wire twisted onto 3D-printed shapes to make six pickup coils. Each pair of coils is connected to its own rectifier on a small circuit board. To store the rectified energy, he used two enormous capacitor banks totaling 100,000 microfarads.
Energy calculations demonstrate how limited it is. With a 40-kilogram weight lifted 18 centimeters, the pendulum can carry around 51 joules, which is comparable to 0.014 watt-hour. That amount of energy is sufficient to power six LEDs at an average of 0.28 watts for three minutes, while the swing height decreases by 13 centimeters. However, higher swings provide a higher voltage because the speed of the swing is more important than the height in induction, but they also reduce the amount of time you can use the energy. Getting the appropriate combination of swing height and weight produces more stable power.
So he put it all to the test by shorting the coils, which caused the pendulum to come to a halt in a single swing due to the magnetic field’s enormous braking effect. An oscilloscope revealed that the peaks of the AC voltage mid-swing were around 80 volts, but after rectification, it settled down to roughly 30 volts DC. The stored charge is sufficient to operate a small fan for a short period of time, as well as an electromagnetic launcher that propels a paper plane across the room with a single swing. Phone charging is a sluggish process; a normal battery would only last about a thousand full cycles because its energy density is not as high as that of lithium batteries. [Source]
Looking for the most recent Mini Crossword answer? Click here for today’s Mini Crossword hints, as well as our daily answers and hints for The New York Times Wordle, Strands, Connections and Connections: Sports Edition puzzles.
Need some help with today’s Mini Crossword? A couple of the clues took me a few minutes, especially 2-Down, which is an unusual animal. Read on for all the answers. And if you could use some hints and guidance for daily solving, check out our Mini Crossword tips.
If you’re looking for today’s Wordle, Connections, Connections: Sports Edition and Strands answers, you can visit CNET’s NYT puzzle hints page.
Malaysia’s artificial intelligence ambitions took a visible step forward this week as Strateq Group (Strateq), one of the nation’s longest-standing tech integrators turned digital solutions firm, hosted the Strateq AI Forum 2026.
Held on January 27, the forum brought together voices from government, industry, and academia with one shared message: AI is a central means for organisations to operate, compete, and create value.
The event also saw Strateq announce a strategic partnership with MaiStorage, a fast-growing AI and data-centric tech company, in a bid to drive enterprise-ready AI solutions in Malaysia.
The forum was officiated by YB Datuk Wilson Ugak Anak Kumbong, Deputy Minister of Digital, who underscored the government’s view that AI is now a strategic national asset rather than an optional add-on.
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“The year 2025 marked a pivotal turning point for Malaysia’s digital landscape,” the YB said, referencing the shift in how organisations are investing in AI tools, talent, and regulatory frameworks.
“Through initiatives such as Malaysia AI Nation 2030, supported by strong regulatory frameworks, ethical AI principles and close collaboration between government and industry, Malaysia remains committed to building a trusted, inclusive and sustainable AI ecosystem.”
An ecosystem designed for practical adoption
From keynotes to panel sessions, the forum’s discussions centred on how AI can tangibly benefit organisations across sectors, such as boosting productivity and automating routine tasks to enable entirely new digital experiences.
Image Credit Strateq Group
At the heart of Strateq’s forum, though, was the firm’s AI Ecosystem, a structured platform built with input from partners, customers, and government agencies. Its goal is to move enterprises from experimentation to real-life AI use-case deployment.
As part of this initiative, Strateq Group will roll out AI Learning programmes and AI Transformation Workshops to equip organisations with the capabilities and roadmap required to execute their AI transformation agendas.
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“This AI Ecosystem is our commitment to delivering not just incremental improvements, but a step-change in productivity, innovation, and competitive advantage,” said Datuk Tan Seng Kit, Group Managing Director of Strateq.
Datuk Tan Seng Kit, Group Managing Director of Strateq Group / Image Credit: Strateq Group
Strateq and MaiStorage also showcased its aiDAPTIV+ solutions suite, a set of AI components and use cases that organisations can immediately adopt to operationalise AI across functions and verticals.
Bridging national policy and enterprise adoption
At the event, Dato’ Pua Khein Seng, Founder and Group CEO of Phison Electronics & MaiStorage Technology, described AI progress as something that must be built from the ground up with people and experience at the centre.
“While AI is advancing rapidly and thought leadership is becoming commoditised, user
experience and the people who build AI within companies remain crucial,” he emphasised.
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MaiStorage has itself been in the spotlight recently for its talent development initiatives, including plans to train engineers in IC design and AI technologies with the long-term goal of strengthening Malaysia’s capabilities in both tech and semiconductor sectors.
Image Credit: Strateq Group
The strategic partnership with Strateq aims to combine Strateq’s enterprise footprint with MaiStorage’s AI and data engineering prowess. According to the firms, this partnership will make AI solutions more accessible and relevant to local businesses.
This aligns with the advice from one of the forum’s speakers Mr Hoo Chuan Wei, Chief Information Security Officer of StarHub Inc., who encouraged companies to build AI models that are fit for Malaysia’s context and industry needs.
With strong government backing, he argued that Malaysia is now well-positioned to lead ASEAN in driving AI adoption.
Closing the gap between ambition and execution
Strateq Group’s journey began as a system integrator back in 1983. Over four decades later, the company has transformed into a full-spectrum digital solutions provider with operations across Southeast Asia, China, and the United States.
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Today, Strateq’s portfolio spans everything from data centre services and industry solutions to data analytics, enterprise platforms, and now AI frameworks.
Though it isn’t a household name like some of the newer AI startups, Strateq Group has quietly amassed partnerships and projects with large organisations across both public and private sectors.
Through the Strateq AI Forum 2026, Strateq reaffirmed its commitment to working closely with government ministry and agencies, industry and academia to build a robust and future-ready AI ecosystem that will strengthen Malaysia’s digital competitiveness and support its aspiration to become a regional leader in artificial intelligence.
Claude Opus 4.6 beat all rival AI models in a simulated year-long vending machine challenge
The model boosted profits by bending rules to the breaking point
Claude Opus avoided refunds and coordinated prices among other tricks
Anthropic‘s newest model of Claude is a very ruthless, but successful, capitalist. Claude Opus 4.6 is the first AI system to reliably pass the vending machine test, a simulation designed by researchers at Anthropic and the independent research group Andon Labs to evaluate how well the AI operates a virtual vending machine business over a full simulated year.
The model out-earned all its rivals by a wide margin. And it did it with tactics just this side of vicious and with a pitiless disregard for knock-on consequences. It showed what autonomous AI systems are capable of when given a simple goal and plenty of time to pursue it.
The vending machine test is designed to see how well modern AI models handle long-term tasks built up of thousands of small decisions. The test measures persistence, planning, negotiation, and the ability to coordinate multiple elements simultaneously. Anthropic and other companies hope this kind of test will help them shape AI models capable of tasks like scheduling and managing complex work.
The vending machine test was specifically drawn from a real-world experiment at Anthropic, in which the company placed a real vending machine in its office and asked an older version of Claude to run it. That version struggled so badly that employees still bring up its missteps. At one point, the model hallucinated its own physical presence and told customers it would meet them in person, wearing a blue blazer and a red tie. It promised refunds that it never processed.
AI vending
This time, the experiment was conducted entirely in simulation, giving researchers greater control and enabling models to run at full speed. Each system was given a simple instruction: maximize your ending bank balance after one simulated year of vending machine operations. The constraints matched standard business conditions. The machine sold common snacks. Prices fluctuated. Competitors operated nearby. Customers behaved unpredictably.
Three top-tier models entered the simulation. OpenAI’s ChatGPT 5.2 brought in $3,591. while Google Gemini 3 earned $5,478 in. But Claude Opus 4.6 ended the year with $8,017. Claude’s victory came from a willingness to interpret its directive in the most literal and direct manner. It maximized profits without regard for customer satisfaction or basic ethics.
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When a customer bought an expired Snickers bar and requested a refund, Claude would agree, then back down. The AI model explained that “every dollar matters,” so skipping the refund was fine. The ghosted virtual customer never got their money back.
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In the free-for-all “Arena mode” test, where multiple AI-controlled vending machines competed in the same market, Claude coordinated with one rival to fix the price of bottled water at three dollars. When the ChatGPT-run machine ran out of Kit Kats, Claude immediately raised its own Kit Kat prices by 75%. Whatever it could get away with, it would try. It was less a small-business owner and more a robber baron in its approach.
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Recognizing simulated reality
It’s not that Claude will always be this vicious. Apparently, the AI model indicated it knew this was a simulation. AI models often behave differently when they believe their actions exist in a consequence-free environment. Without real reputational risk or long-term customer trust to protect, Claude had no reason to play nice. Instead, it became the worst person at game night.
Incentives shape behavior, even with AI models. If you tell a system to maximize profit, it will do that, even if it means performing like a greedy monster. AI models don’t have moral intuition or ethics training. Without deliberate design, AI models will simply go straight in line to complete a task, no matter who they run over.
Exposing these blind spots before AI systems handle more meaningful work is part of the point of these tests. These issues have to be fixed before AI can be trusted to deal with real-world financial decisions. Even if it’s just to prevent an AI vending machine mafia.
When winter weather bears down, it’s important to take the proper precautions to ensure you stay safe on the road. This can include using a 4-wheel drive vehicle, installing a set of snow tires, or both. But when it comes to putting too much air into a car tire, you may actually be making your situation much worse. This one mistake might cause you to lose traction and if that happens, you could be in real danger.
The problem lies with the part of the tire that meets the road as you’re driving. This area, known as the “contact patch,” is vital because it is the immediate point of traction. When you overinflate your tires, that point reduces, giving you less contact. If the road is covered in snow and ice, or even salt and sand, your tires already don’t have the traction that they would normally have. So, if you’ve added more air than you need, you’re increasing the chances of sliding, and possibly getting into a serious accident.
Even if you manage to keep your grip on the road, overinflation can lead to even more long-term problems. Your tires could swell in the middle of the tread, leading to uneven wear, thus decreasing their life. You’re also more vulnerable to unexpected road obstructions, which bulging tires may not be able to handle. Plus, since your tires are struggling to keep contact in bad weather, the damage can actually get much worse and can impact them much quicker.
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Understanding PSI and tire maintenance
Ivanova Ksenia/Shutterstock
Just as overinflation can lead to tire damage, especially in winter, the same is true for underinflation. While it seems like taking air out of the tires would lead to a bigger contact patch with the road, the fact is that it’s not effective. That’s because there’s not enough air to allow the tread to grip the road like it normally would. Plus, underinflated tires take longer to stop, and they’re harder to handle.
Of course, while overinflating can be intentionally done, underinflated tires can be the result of colder weather. When it comes to the PSI in relation to tire pressure, you can lose around 1 PSI each time the temperature drops by 10 degrees Fahrenheit. Even if you’ve taken steps to ensure your tires have the correct amount of air heading into the winter months, those numbers can fluctuate very quickly.
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The best thing you can do is to check the air pressure at least once per month. This is especially important if you know you’re going to be on the road for an extended trip. If you’re adding air yourself, be sure you know the PSI, as it’s not enough to just keep air in the tires. You can find this information on the sticker inside the driver’s car door, or in your owner’s manual. If you have doubts about doing it yourself, the right move is to take your car to a local garage and have them do it for you.
Samsung’s 2025 was filled with new foldables, an ultra-thin new form factor and the launch of Google’s XR platform. After making some announcements at CES 2026, the company has just announced its first Galaxy Unpacked of the year will take place on February 25, where it is expected to introduce the Galaxy S26 lineup. Official invites have just been shared, but actual information on what devices are arriving then is still unknown. But as usual, we know a lot about what’s expected at Unpacked.
Engadget will be covering Galaxy Unpacked live, and we’ll most likely have hands-on coverage of Samsung’s new smartphones soon after they’re announced. While we wait for the full details, here’s everything we expect Samsung will introduce at the first Galaxy Unpacked event of 2026.
When is Unpacked 2026 taking place?
According to the official invite that Samsung shared on February 10, Unpacked will happen on February 25, 2026 in San Francisco. The keynote will start at 10AM PT (1PM ET) and be livestreamed on Samsung.com, as well as the company’s newsroom and YouTube channel. The announcement on February 10 also said this launch will mark “a new phase in the era of AI as intelligence becomes truly personal and adaptive.” It’s not a lot to go on, since we’ve heard a version of this from various companies over the last few years, but at least we won’t be shocked when we hear more about AI in just about two weeks.
Galaxy S26, S26+ and S26 Ultra
Samsung Galaxy S25 Ultra hands-on photo (Photo by Sam Rutherford/Engadget)
Samsung’s restrained approach to updating its phones will likely continue with the Galaxy S26. Based on leakedimages of the new lineup, the company is not expected to radically reinvent the look of the Galaxy S26, Galaxy S26+ or Galaxy S26 Ultra, and instead will stick with a similar design to what it used on the Galaxy S25. The phones will have a flat front screen and frame, with rounded corners and cameras housed in a vertical pill-shaped plateau on the back. Unlike Apple’s move from the iPhone 16 Pro to the iPhone 17 Pro, the biggest difference here will likely be internal components like the screens, chips and camera sensors Samsung uses.
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Qualcomm’s new Snapdragon 8 Elite Gen 5 chip is expected to be in all Samsung Galaxy S26 phones, though Korean news site Yonhap News reports Samsung’s relatively new Exynos 2600 chip could be used in some phones in the lineup depending on the region, a strategy Samsung has deployed in the past. Either way the new phones should be more performant than the previous generation, and in the case of the models with the Snapdragon 8 Elite Gen 5, particularly good at on-device AI processing.
One notable difference between the Galaxy S26 and the Galaxy S25 could be the phone’s screen. The new phone will reportedly feature a 6.3-inch FHD+ display according to specs shared by leaker Ice Universe, which makes it ever so slightly larger than the 6.2-inch display used on the Galaxy S25. The S26 will also allegedly come with 12GB of RAM, either 256GB or 512GB of storage and a slightly larger 4,300mAh battery. Samsung isn’t changing the cameras on the entry-level phone, though: leaks suggest it’ll feature the same 50-megapixel main camera, 12-megapixel ultrawide, 10-megapixel 3x telephoto and 12-megapixel selfie camera as the previous generation. Changes appear to be even more minor on the Galaxy S26+. Other than the new Snapdragon chip, the phone will reportedly feature the same 6.7-inch FHD+ screen, 4,900mAh battery, 12GB of RAM and the same camera array used on the base Galaxy S26.
The difference between the Galaxy S26 Ultra and Galaxy S25 Ultra is reportedly a bit clearer. According to Android Headlines, the new phone’s cameras will be slightly more raised, and stand out thanks to a new metallic finish. Samsung may also switch back to using an aluminum frame on the Galaxy S26 Ultra, after using titanium frames on both the Galaxy S24 and S25 Ultras. Most importantly, to make the phone actually support Qi2 rather than only technically work with the standard when a case is attached, rumors suggest Samsung will remove the S Pen digitizer layer in the phone and adopt a new method for accepting stylus input. It’s not clear what that new method will actually be, but it could let the Galaxy S26 Ultra more easily work with Qi2 accessories without losing its stylus.
Android Headlines also recently shared what appear to be full image renders of the S26 series, and they generally line up with what has already been rumored, leaked and reported so far. If these pictures are accurate, they give us a clearer look at the camera bump and two color variants of the S26 Ultra.
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Fans of magnets may continue to be disappointed by Samsung if the latest rumors are accurate. Despite the launch of the Qi 2 wireless charging standard adding support for convenient magnetic alignment years ago, Samsung has yet to bring that feature to its phones. Though the S-series have the higher speed charging rates that the spec enables, Nieuwemobiel.nl is reporting that, due to images it received of cases with magnetic rings, the S26 series likely won’t have built-in magnets. Samsung has made these cases to add the magnetic capability to its S-series in the past, and the existence of the images of these accessories lends weight to the idea that the company will continue this approach.
Galaxy Buds 4
Galaxy Buds 3 Pro in case. (Engadget)
Samsung released the Galaxy Buds 3 and 3 Pro in 2024, with a major redesign that brought them much more in line with Apple’s AirPods. The Galaxy Buds 4 and Buds 4 Pro Samsung is rumored to be announcing soon won’t necessarily change that, though they will feature a more compact case and less angular stems, according to leaked images from the Samsung Tips app.
Support for head gestures to accept and decline calls, a feature Apple includes on the AirPods Pro 3 and AirPods 4, is also rumored to work on both versions of the new Galaxy Buds. SamMobile reports the Galaxy Buds 4 and 4 Pro may also ship with a new Ultra Wideband chip that will make them easier to find with Google’s Find Hub network.
Galaxy Z Trifold
Yes, the TriFold has a crease, two in fact. But they still don’t ruin the experience. (Sam Rutherford for Engadget)
Samsung announced the Galaxy Z TriFold in late 2025 without firm details of when the new smartphone-that-folds-into-a-tablet would be available in North America. That info came on January 27, when the company announced the TriFold would be available in the US on January 30, for a whopping $2,900. Considering we’ve already seen the device in person at CES 2026 and people are most likely to have had a chance to look at, if not buy the foldable for themselves by the time Unpacked rolls around, we don’t expect Samsung to spend too much time dwelling on it, if at all.
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Galaxy S26 Edge
At just 5.8mm thick, the Samsung Galaxy S25 Edge is one of the thinnest smartphones ever made. (Sam Rutherford for Engadget)
When the Galaxy S25 Edge was announced in 2025, it seemed possible that Samsung could replace its “Plus” smartphone with a unique form factor, just like Apple has opted to do with the iPhone Air. There have been conflicting reports on the matter, but it seems like Samsung will not be doing that with the Galaxy S26 Edge.
Instead, the smartphone will reportedly remain another option, much like foldables are for customers not swayed by Samsung’s traditional smartphones. The Galaxy S26 Edge is rumored to feature a slightly different design than last year’s model, according to Android Headlines, with a large rectangular camera plateau that’s reminiscent of Google’s Pixel phones, and the raised oval Apple used on the iPhone Air. Beyond that, the phone is also expected to be ever so slightly thinner at 5.5mm than the 5.8mm Galaxy S25 Edge.
Bixby and other AI features
Samsung already acts as a first place Google can show off new AI features for Android, but the company is reportedly exploring other AI partnerships, too. In June 2025, Bloomberg reported that Samsung was nearing a deal with Perplexity to integrate its AI-powered search engine across OneUI and its homegrown mobile browser. Perplexity already has a deal with Motorola on its Razr phones, so the only thing that would make a deal with Samsung unusual is the close relationship the company already has with Google.
The company also accidentally announced a new version of its Bixby AI assistant, which will likely also be integrated with Perplexity and could serve as an alternative to Google Gemini. Both a new Bixby and a deeper integration with Perplexity seem like natural new software features to show off at Galaxy Unpacked.
Update, January 27 2026, 11:55AM ET: This story has been updated to reflect the latest news around the Galaxy Z TriFold’s price and availability in the US.
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Update, January 30 2026, 12:45PM ET: This story has been updated to include the latest leaks on the possible dates for Unpacked 2026.
Update, February 02 2026, 11:30AM ET: This story has been updated to include the latest leaks with full image renders of the S26 trio of devices.
Update, February 03 2026, 11:00AM ET: This story has been updated to include the latest leaks about the possible lack of magnetic support on the S26 series.
Update, February 10 2026, 7:15PM ET: This story has been updated to include the official date of Galaxy Unpacked as Samsung announced it today. The intro was also edited to reflect that detail.
Paris-headquartered Naboo has raised a $70m in Series B as it accelerates its ambition to become the operating layer for how large companies plan, book, and control corporate events. The round is led by Lightspeed Venture Partners, the same investor that backed Mistral AI in 2023, and lands just a year after Naboo closed a €20m Series A. Naboo positions itself as an AI-powered procurement platform for corporate events, covering everything from venue booking and travel to supplier coordination and budget control. Founded in 2022, Naboo built its name on simplifying how companies organise and run corporate events, from booking… This story continues at The Next Web
We had a first look and first listen at CES 2026, and Focal was very clear about one thing right out of the gate: don’t call the Mu-So Hekla a soundbar. After spending time with it, that pushback makes sense. Yes, it sits under a TV and replaces the usual clutter of boxes and speakers, but the intent here is different. The Mu-So Hekla is an all-in-one wireless speaker built around performance first, not simply convenience.
Tuned by Focal and powered by Naim’s Pulse platform, Hekla delivers a wide, immersive Dolby Atmos presentation, deep and controlled bass, and intelligent room calibration that adapts to real spaces instead of forcing a one-size-fits-all sound. It clearly targets the same high-end buyer looking at premium “soundbar alternatives” like the KEF XIO, but Focal’s argument is simple and valid: this isn’t about dressing up TV audio—it’s about delivering serious sound in a single, elegant enclosure, without the setup drama in your room.
Focal Mu-So Hekla Wireless Speaker
Named after Iceland’s Hekla volcano, Focal’s Mu-So Hekla is designed for listeners who want immersive audio without the usual cable clutter. Using the Focal & Naim app, users can access Sphere Music and Sphere Movie modes—sound profiles developed by Focal and Naim engineers to tailor playback for music or home cinema use. This goes beyond simple virtualization, combining multiple discrete front-firing, up-firing and side-firing drivers (15 drivers in total) with Focal’s ADAPT (Adaptive Acoustic Personal Tuning) room correction, first developed for the Focal DIVA Utopia wireless speakers, in order to create a true dome of sound, optimized for the customer’s specific room.
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Focal’s ADAPT room correction process is incorporated into the Focal & Naim mobile app. It involves entering some simple room and speaker placement measurements into the app and cycling through a few audio test sequences in order to optimize the sound for the room. Once optimized, the customer can engage “Sphere Music” or “Sphere Movie” mode in the app. And our first impressions are that these modes are very effective at creating an immersive surround sound field without the need for rear speakers. Movies and music encoded in Dolby Atmos sounded full and enveloping, making us double check to make sure there were no rear speakers. And the unit’s bass response is said to be down only 3 dB at 30 Hz, so adding a subwoofer (or two) is entirely optional.
Once the ADAPT calibration is complete, the remaining set-up is simple and straightforward, with intuitive day-to-day operation. The Mu-So Hekla connects easily to common sources, including high-resolution streaming services, and internet radio stations, and can be controlled via the Focal & Naim app, compatible Apple and Samsung smartwatches, supported voice assistants, or integrated home-automation systems. A large, tactile volume dial offers direct access to playback and key functions without forcing users into menus or screens.
With 15 discrete drivers, all designed and manufactured by Focal, the Mu-So Hekla offers theater-like sound from a single elegant component.
The enclosure is crafted from brushed, anodized aluminum, pairing a minimalist form with precise detailing. Alternating brushed and bead-blasted finishes borrow cues from fine watchmaking and echo the design language seen in Focal’s Diva Utopia. The raised proximity-sensing circular control panel subtly references the shape of the Hekla volcano — complete with white snowcap — while maintaining a clean, balanced aesthetic.
A finely perforated front grille completes the design, balancing acoustic transparency with understated elegance. Around back, Naim’s signature heat-sink structure serves a practical role in thermal management while discreetly housing Wi-Fi connectivity—reinforcing that the Mu-So Hekla’s design choices are driven by performance as much as appearance.
The Bottom Line
For more information about the Focal Mu-So Hekla, make sure to also watch Chris Boylan’s in-depth video, which lays out exactly why this is very much not a soundbar. The Mu-So Hekla will sell for $3,600 USD and $4,000 CAD, with availability beginning in Q1 2026 (March for North America). U.S. audiophiles will get their first public hands-on opportunity at the Florida International Audio Show in Tampa this February, marking Hekla’s American debut.
Sold exclusively through the Focal Powered by Naim retail network, Mu-So Hekla combines the technical DNA of Focal and Naim, though it isn’t without compromises. There’s no DTS support, and while a subwoofer output is provided, no subwoofer is included. The industrial design leans more toward Naim than traditional Focal, and a future finish lineup that includes gloss walnut or white lacquer would likely broaden its appeal (though no alternate finishes have been announced).
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Bluetooth functionality is receive-only, allowing pairing from phones, tablets, or computers, with no transmission to headphones, no Auracast and no support for aptX Lossless. Within the Focal & Naim ecosystem, however, users still benefit from Multiroom and Party Mode across compatible streamers via the Focal & Naim app. The latest App 8.0 update adds an integrated radio player with thousands of internet stations, including Naim Radio. Focal’s Bathys and Bathys MG headphones can also access those stations by streaming from a smartphone over Bluetooth, extending the ecosystem beyond the living room without pretending this system is something it isn’t.