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Daily Deal: LabsDigest

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LabsDigest is built for those who learn best by doing. Whether you’re preparing for a CompTIA certification or diving into Python development, our platform offers interactive labs that simulate real-world tasks—no passive watching or reading, just real experience. Work through performance-based exercises for CompTIA A+, Network+, Security+, and more, or sharpen your coding skills with hands-on Python projects. Learn by solving problems, fixing bugs, and applying your knowledge in practical scenarios that prepare you for the real world. It’s on sale for $30.

Note: The Techdirt Deals Store is powered and curated by StackSocial. A portion of all sales from Techdirt Deals helps support Techdirt. The products featured do not reflect endorsements by our editorial team.

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Waymo is scaling fast: Here’s what the fleet data shows

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Waymo’s commercial robotaxi ramp-up looks expansive, both in geographic reach and in ridership. And by almost every measure, it is — until you pay attention to where the bulk of those robotaxis are actually showing up.

The numbers over the past two years reflect the kind of commercial rollout you’d expect from a deep-pocketed company like Waymo, which spun out of Google and still counts Alphabet as its majority owner. In September 2024, Waymo was operating in just three cities — Phoenix, Los Angeles, and San Francisco. Today, it offers robotaxi service in 15 U.S. cities, with most of those commercial launches occurring in the past year. Ridership has skyrocketed, too, with Waymo now averaging 500,000 paid robotaxi rides every week.

But a closer look at its fleet shows a company concentrating its efforts in just two states. About 80% of Waymo’s roughly 4,000 robotaxis are in California and Texas, and Texas is where the action is now: Waymo’s fleet there has grown by nearly half in the past three weeks, fueled by a new Chinese-built minivan the company is betting will help it scale, even as tariffs drive up its costs.

The other 800 or so vehicles are spread across cities in other states, including Arizona and Florida, another burgeoning hot spot. Most are the familiar white Jaguar I-Pace electric SUVs, but a growing number are the new minivans — a modified Zeekr RT that Waymo has branded “Ojai.”

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Waymo’s focus on California is no surprise. It is headquartered in Silicon Valley, and much of its early testing and development work was conducted there. Plus, a segment of the population there is inclined to adopt tech at its earliest stages.

The recent growth in Texas is more interesting. Waymo has increased its Texas fleet by 49% in the past three weeks, according to state vehicle registrations and data from the Texas Autonomous Vehicle Fleet Tracker. As of September 24, Waymo had 1,102 autonomous vehicles registered in the state.

Waymo first launched in commercial service in Austin through a partnership with Uber in March 2025, letting riders hail its robotaxis through the Uber app. Since then, the company has expanded its robotaxi services in Dallas, Houston, and San Antonio.

Waymo’s Texas fleet remained relatively static for most of the summer, inching up from about 600 vehicles in June to more than 700 by the end of August. Then came September, when the fleet surged, driven by an influx of new Ojai minivans, which now make up about a third of Waymo’s Texas fleet.

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Expect that share to grow.

The Ojai robotaxi, equipped with Waymo’s sixth-generation self-driving system, is supposed to help Waymo reach mass scale. Its interior is built to withstand heavy use, and it comes with an upgraded rider interface and Google’s Gemini AI, which acts as an in-car assistant for riders.

Strip away that technology, though, and the Ojai is a minivan made by Zeekr, a brand owned by China’s Geely Holding Group (which also owns Volvo). The Ojai is built on Zeekr’s SEA-M platform, a shared vehicle platform designed for uses like robotaxis and delivery vans. The base Zeekr vehicles are shipped to the U.S. without any Chinese connected-car technology on board. Once they arrive, the vehicles are sent to Waymo’s Arizona factory, where they are outfitted with Waymo’s self-driving system.

The Ojai is supposed to drive down costs and ultimately help Waymo reach profitability. For now, though, tariffs are cutting any savings. Under current U.S. trade policy, vehicles built in China face steep import tariffs, raising Waymo’s costs for every Ojai it brings into the country.

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Waymo appears willing to absorb that cost. New York-based research firm MoffettNathanson, which tracks Ojai imports using detailed shipping records, said in its September report that Waymo is on track to bring 5,100 of the vehicles into the U.S. by the end of the year.

Where will all those Ojai vehicles go? Texas is certainly on the list. But Florida, where Waymo operates in three cities, and newer markets like Las Vegas will likely see an influx as well.

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.

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How to watch Slo Pitch online from anywhere

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Winning the beer league championship title becomes an all-consuming obsession for coach Joanne Pico (Jess Salgueiro) after her girlfriend and co-founder of the Public Lass Brovaries, a team for LGBTQ women and non-binary players, dumps her and joins a rival team in 10-part softball mockumentary Slo Pitch.

The comparisons with Heated Rivalry are obvious, all the moreso because Emily Hampshire and Nadine Bhabha are in both shows. Slo Pitch, however, predates the smash-hit hockey series. It started out as a cult web series in 2020, and its co-creators are heavily involved in the TV adaptation, with J Stevens directing, Gwenlyn Cumyn and Karen Knox starring, the trio having reunited to pen the series.

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Buying an ASUS Laptop? You May Get Google AI Pro and 5TB Storage at No Extra Cost

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ASUS has announced a new partnership with Google that gives eligible ASUS and ROG laptop owners in India three months of Google AI Pro or Google AI Plus at no additional cost. The offer is available to both new and existing customers with select 2025, 2026, and upcoming 2027 laptops, and can be redeemed through the MyASUS app. Here’s everything you need to know about it.

Eligible ASUS and ROG laptops get Gemini AI benefits

The new offer is designed to make Google’s premium AI tools more accessible across ASUS’ consumer and gaming laptop lineup. Customers purchasing eligible devices, or those who already own supported models, can activate the subscription directly from the MyASUS app.

Depending on the eligible device, users will receive either Google AI Pro or Google AI Plus. Google AI Pro is the higher-tier subscription and includes expanded access to Google’s latest Gemini models, higher usage limits for advanced AI features, and 5TB of cloud storage. Meanwhile, Google AI Plus offers an entry-level premium experience with enhanced Gemini capabilities alongside 400GB of cloud storage.

A person holding the Asus ZenBook duo

The subscription includes access to several of Google’s AI experiences across creativity, research, and productivity. Users can generate images, brainstorm video concepts, create music from prompts, and perform in-depth research using Gemini’s advanced models. The AI tools also integrate with familiar Google apps, making it easier to draft documents, organize projects, summarize information, and refine written content without switching between multiple platforms.

Beyond that, you also get storage. Google AI Pro subscribers receive 5TB of storage, while Google AI Plus includes 400GB, giving users significantly more room for documents, photos, videos, research material, and creative projects across supported Google services. For students and creators who regularly work across multiple devices, the added storage could be just as valuable as the AI features themselves, making it easier to manage large files without relying on external drives.

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The Google AI offer is available in India from August 10, 2026, through August 9, 2027, across selected ASUS and ROG laptops. Check your specific model here.

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LEWITT LW6 Wireless Studio Headphones Use UWB to Sidestep Bluetooth for $699

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Bluetooth has become very good at convenience. The trouble begins when you ask it to behave like a cable inside a recording studio, where latency, compression, and synchronization are not features engineers are particularly interested in negotiating with.

A vocalist monitoring their own voice or a musician tracking an instrument needs to hear what is happening almost immediately. Nobody in the control room really cares how impressive the codec logo looks when the performance arrives late.

That is the problem LEWITT is attempting to solve with its new LW6 Wireless Studio Headphones, a $699 closed-back design that uses Ultra-Wideband (UWB) wireless technology rather than Bluetooth for its primary professional audio connection.

More specifically, LEWITT’s RealSound wireless system uses LE-UWB technology from SPARK Microsystems to deliver uncompressed PCM audio with 5.8 milliseconds of latency, a 1,728 kbps data rate, 110 dB of dynamic range, and an operating range of up to 5 meters or 16.4 feet. SPARK describes the LW6 as its commercial entry into the professional audio market.

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That makes the LW6 considerably more interesting than another wireless headphone with a new Bluetooth codec.

lewitt-lw6-wireless-studio-headphones
Lewitt LW6 Wireless Studio Headphones

Bluetooth Is Getting Some New Competition

The timing is rather interesting.

We just examined Qualcomm’s Snapdragon Sound Elite Gen 2, which adds micro-power Wi-Fi 6E and XPAN technology to future wireless headphones and earbuds. Qualcomm’s idea is that Wi-Fi can handle higher-bandwidth lossless audio and other demanding applications while Bluetooth remains available when power efficiency and universal compatibility are more important.

LEWITT and SPARK are approaching the same fundamental problem from a different direction.

Instead of adding Wi-Fi, the LW6 uses LE-UWB, or Low Energy Ultra-Wideband, for its RealSound connection. SPARK’s implementation is based on impulse-radio UWB technology but has been developed as a high-speed short-range data connection rather than primarily for the ranging and positioning applications commonly associated with UWB.

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In other words, this is not AirTag technology wearing expensive headphones and hoping nobody notices.

SPARK designed LE-UWB around deterministic low latency, high throughput, and low power consumption for applications where data needs to arrive quickly and predictably. In the LW6, that technology is being used specifically to move uncompressed audio between LEWITT’s included transmitter and the headphones.

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We Have Already Seen UWB in High-End Audio

UWB audio itself is not entirely new.

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We have already covered its use in the Focal Diva Utopia family, including the $210,000 Diva Alta Utopia, which uses UWB for the wireless connection between its left and right loudspeakers. That system can transmit 24-bit/96kHz audio wirelessly between the speakers without compression.

SPARK also confirmed earlier this year that its LE-UWB technology powers the wireless connection inside the Diva Alta Utopia.

The LW6 moves that concept into headphones, where latency becomes considerably more important. A small delay between two loudspeakers can be managed by the system; hearing your own guitar, drums, or vocals noticeably behind the actual performance is another matter entirely.

LEWITT RealSound

The supplied LW TX RealSound transmitter can connect directly to a computer using USB-C or to the headphone output of an audio interface using its 3.5 mm analog input.

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The transmitter itself supports USB audio up to 24-bit/96kHz, while the RealSound wireless link delivers uncompressed PCM audio at 1,728 kbps with the aforementioned 5.8 ms latency. LEWITT also provides a 3.5 mm analog output on the transmitter.

There is one important limitation to understand: RealSound is a short-range dedicated connection, not a universal replacement for Bluetooth. Its specified range is only 5 meters, which makes complete sense inside a studio but somewhat less useful if your recording console happens to be located across the parking lot.

Bluetooth remains onboard for everything else.

The LW6 supports Bluetooth 5.3 with SBC and AAC, with LEWITT claiming a range of approximately 40 meters. There is no aptX Adaptive, aptX Lossless, or LDAC because the higher-performance studio connection is handled separately by RealSound.

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That separation may prove to be one of the smarter aspects of the design.

Instead of trying to force Bluetooth to handle professional monitoring, LEWITT uses UWB for the demanding job and leaves Bluetooth available for phones, tablets, and casual listening.

lewitt-lw6-wireless-studio-headphones-buttons

Closed-Back Headphones Designed for Studio Work

The LW6 uses a 40 mm dynamic driver with a bio-cellulose diaphragm inside a closed-back enclosure. Frequency response is rated from 20Hz to 20kHz, impedance is 32 ohms, sensitivity is 114 dB SPL/V, and maximum output is specified at 121 dB SPL. Weight is 358 grams.

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LEWITT also took an interesting approach to tuning.

Rather than relying solely on conventional headphone measurement fixtures, the company used MIRE measurements, which place small microphones inside the ear canals of actual listeners. LEWITT says this allowed its engineers to account for differences in ear anatomy, head shape, hair, glasses, and headphone seal while developing the LW6’s target response.

The goal is to provide the isolation required for tracking and recording while maintaining the tonal characteristics engineers often prefer from open-back headphones.

We will reserve judgment on whether LEWITT achieved that until someone actually puts them on our head. We have all met enough products that were “reference” right up until the first cymbal crash.

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The LW6 is not relying solely on its wireless connection to justify the $699 asking price.

LEWITT includes a substantial collection of onboard DSP features controlled through its HEADPHONES desktop software and mobile app:

  • 5-band customizable EQ
  • Three user EQ profiles stored directly on the headphones
  • Virtual studio monitor processing
  • Loudness Guard
  • Mono, side stereo, side mono, and left/right monitoring checks
  • Three programmable target volume levels
  • Two customizable hardware buttons
  • K-metering support for mastering and broadcast

The LW6 also includes a license for LEWITT Space Replicator Essential, which provides virtual studio environments and additional mix translation tools.

Battery life is rated at 21 hours using RealSound, with a full recharge taking approximately 80 minutes. A 15-minute charge can provide around three additional hours of playback.

USB-C audio is also supported directly through the headphones at up to 24-bit/96kHz, along with a conventional 3.5 mm analog input.

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Specifications:

  • Type: Closed-back wireless studio headphones
  • Driver: 40 mm bio-cellulose dynamic
  • Frequency Response: 20Hz–20kHz
  • Impedance: 32 ohms
  • Sensitivity: 114 dB SPL/V
  • Max SPL: 121 dB
  • Weight: 358 g / 12.6 oz
  • RealSound Wireless: LE-UWB, uncompressed PCM
  • Latency: 5.8 ms
  • Data Rate: 1,728 kbps
  • Dynamic Range: 110 dB(A)
  • RealSound Range: 5 m / 16.4 ft
  • Bluetooth: 5.3 with SBC and AAC
  • Bluetooth Range: Approx. 40 m / 130 ft
  • USB-C Audio: Up to 24-bit/96kHz
  • Analog Input: 3.5 mm
  • Battery Life: Up to 21 hours with RealSound
  • Charging: 80 minutes; 15-minute charge provides approx. 3 hours
lewitt-lw6-wireless-studio-headphones-package

The Bottom Line

The LW6 is not evidence that Bluetooth is about to disappear.

It is evidence that audio manufacturers are becoming less willing to pretend Bluetooth needs to handle every wireless application.

Our recent look at whether wireless headphones really need 24-bit/192kHz audio raised precisely this issue. Better drivers, amplification, DSP, and DAC stages have pushed wireless headphones forward considerably, but the connection between the source and headphone remains an important part of the equation.

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HiFiMAN has already explored another route with the HE1000 WiFi, which moves high-resolution playback onto Wi-Fi rather than relying exclusively on Bluetooth. We found genuine sonic advantages there, although battery life and usability demonstrated that changing the wireless transport does not magically erase every engineering compromise.

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LEWITT’s approach is narrower but arguably more practical for its intended audience.

It does not need RealSound to work everywhere. It needs it to deliver stable, uncompressed, nearly real-time audio across a recording room, while Bluetooth handles ordinary listening outside of that environment.

Qualcomm is betting that Wi-Fi will become a second wireless pipeline for premium consumer headphones. LEWITT and SPARK are demonstrating that UWB can perform a similar role where latency matters even more.

Bluetooth isn’t dead. Far from it.

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But 2026 is starting to look like the year the audio industry finally stopped asking it to do every job in the building.

Price & Availability

The LEWITT LW6 Wireless Studio Headphones are priced at $699 USD and include LW TX RealSound UWB transmitter, cables, adapters, transport pouch, and Space Replicator Essential software..

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These are the 6 charging deals I’m actually looking at before October Prime Day

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Chargers are easy to compare by wattage and harder to compare by what they’ll actually do for a setup. I picked six discounted options with distinct jobs, from keeping a phone topped up at a desk to replacing the adapters competing for a travel outlet.

Amazon Basics 25W Qi2.2 wireless charging pad – $9.71 (27% off)

A magnetic charging pad for less than $10 is an easy addition to a desk or nightstand, especially if there’s already a suitable USB-C adapter nearby. The Amazon Basics pad includes a long cable, giving it more freedom of placement than a puck with a short lead. It’s a simple phone charger, though: there’s no stand or second charging spot, and the power adapter is sold separately.

Key spec/feature Details
Wireless standard Qi2.2
Maximum wireless output 25W with a compatible device
Cable length 5 feet
Required adapter USB-C PD, at least 30W; not included

UGREEN Nexode 65W 3-port charger – $23.99 (40% off)

This is the charger I’d pack when a laptop, phone, and smaller accessory all need power but only one wall outlet is available. The Nexode can handle all three, with enough output to replace the supplied adapter for many compact USB-C laptops. Power is divided when several devices are connected, so don’t expect maximum laptop charging speed while using every port. At $23.99, that flexibility is the appeal.

Key spec/feature Details
Maximum output 65W through one USB-C port
Ports Two USB-C, one USB-A
Fast-charging support USB Power Delivery and PPS
Plug Foldable

Anker Nano 45W Smart Display Charger – $29.99 (25% off)

Most wall chargers give no indication of what they’re doing. The Nano’s display shows charging information at a glance, which is useful when checking whether a device is drawing the power expected. It also has a plug that adjusts to different outlet positions and a Care Mode for less aggressive charging. There’s only one port, so this makes more sense as a dedicated phone or tablet charger than a whole-bag solution.

Key spec/feature Details
Maximum output 45W
Ports One USB-C
Display Shows charging information
Plug Folds and rotates

UGREEN MagFlow 25W 2-in-1 foldable charger – $39.99 (33% off)

For trips, the MagFlow replaces separate wireless pads for a phone and earbuds with something that folds flat in a bag. Its phone pad can also be raised into a stand, making it useful on a nightstand or desk after the trip. The second charging spot gives it a reason to cost more than a basic puck. Factor in a separate power adapter, though, because UGREEN doesn’t include one.

Key spec/feature Details
Phone charging Qi2.2, up to 25W on compatible devices
Second charging spot Wireless earbuds
Design Folds flat or opens into a phone stand
Recommended adapter At least 45W; not included

Anker Nano 6-in-1 Travel Power Strip – $39.99 (20% off)

A charger helps with USB devices; this one also leaves room for equipment that needs a regular plug. The Nano power strip turns one wall outlet into six connections, making it useful beside a cramped desk or in a hotel room. Its flat plug and 5-foot cord help when the available outlet is tucked behind furniture. It’s the most practical pick here for a mixed collection of devices.

Key spec/feature Details
AC outlets Two
USB ports Two USB-C, two USB-A
Maximum USB-C output 67W
Cord 5 feet, with a flat wall plug

Anker Prime 25W 3-in-1 foldable wireless charger – $99.73 (34% off)

The Prime is the one to consider if an iPhone, Apple Watch, and wireless earbuds all need a place to charge overnight. It folds for travel and uses active cooling to help sustain fast wireless charging on a compatible phone. It’s still a substantial purchase at nearly $100, but Anker includes the wall adapter and cable. That makes the package easier to justify than a cheaper stand that needs another accessory to work as intended.

Key spec/feature Details
Charging spots Phone, Apple Watch, wireless earbuds
Phone charging Qi2.2, up to 25W on compatible devices
Cooling Active AirCool system
Included power 45W USB-C adapter and 5-foot cable

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Microsoft’s latest Surface Laptop 13-inch is powered by Snapdragon

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Microsoft has refreshed its compact Surface Laptop with Qualcomm’s latest Snapdragon X2 Plus processor. This promises more performance and better efficiency without changing the lightweight design.

The new Surface Laptop 13-inch is a fanless Windows PC with a full-size backlit keyboard, precision touchpad, aluminium body and a taller 3:2 PixelSense touchscreen. Moreover, the Snapdragon X2 Plus upgrade brings up to 17% faster Office productivity performance and more than 60% faster graphics. It also offers up to 95% faster on-device AI processing compared with previous generations.

Battery life gets a boost, too. Microsoft claims up to 18% more efficient battery performance. The 13-inch Laptop is rated for up to 22.5 hours of battery life. Meanwhile, its 500-nit PixelSense display is also 25% brighter, and there’s a new Black finish alongside the existing option.

The Snapdragon chip is particularly important for Microsoft’s push into on-device AI. Supported Windows experiences can run AI tasks locally, through the cloud, or use a combination of both. This may potentially reduce latency and keep more data on the device.

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Despite the performance upgrades, Microsoft hasn’t turned the Laptop 13-inch into a heavier machine. It’s still designed as a portable, everyday PC. The company is positioning it for everything from streaming and browsing to presentations and longer work sessions.

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The new Surface Laptop 13-inch starts at $1199, with availability beginning October 13 in select markets.

Microsoft has also introduced a matching Surface Pro 12-inch, which uses the same Snapdragon X2 Plus platform. It gets a 25%-brighter 500-nit touchscreen and an extra hour of active web browsing. There is also a new Black finish, starting at $1149.99. In addition, an optional 5G configuration will also be available for business customers.

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There’s a new Surface Mouse joining them, too. It features haptic feedback, an ambidextrous design, a customisable Copilot/action button and Bluetooth 6.0, with prices starting at $79.99.

For the 13-inch Laptop, though, the story is fairly straightforward: Microsoft has kept the compact Surface formula intact. At the same time, they have put a considerably more capable Snapdragon chip underneath it.

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Microsoft’s smaller Surface Pro and Surface Laptop get faster Snapdragon chips and much higher prices

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First look: Microsoft is updating its smaller Surface devices with Qualcomm’s Snapdragon X2 Plus chip, giving the 12-inch Surface Pro and 13-inch Surface Laptop more processing power for graphics and local AI tasks. The update is a straightforward internal refresh for Redmond, as it keeps the compact Surface designs in place while adding newer Qualcomm hardware, more memory, and improved AI performance. The trade-off for buyers is clear: more capable systems, but at significantly higher starting prices.

The new models go on sale October 13. They look much like last year’s versions, with the same screens, ports, and basic designs. The main changes are the processor, a higher starting RAM configuration, and brighter displays.

Prices are also going up sharply. The 12-inch Surface Pro will start at $1,149.99, up from $799.99 for last year’s model. The 13-inch Surface Laptop will start at $1,199.99, compared with $899.99 previously.

Part of the increase reflects a change in the base configuration. Microsoft is dropping the 8GB option. Both devices now start with 16GB of RAM and can be configured with up to 24GB.

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Microsoft is using a six-core Snapdragon X2 Plus chip in both systems. The company says the processor can deliver up to 18% better battery efficiency, more than 60% faster graphics performance, and up to 95% faster local AI inferencing through its neural processing unit.

These machines are built around the Copilot+ PC platform. The NPU handles supported AI workloads locally instead of relying entirely on cloud services. That can improve responsiveness in AI features and applications designed to take advantage of the hardware.

Microsoft has not detailed the benchmarks behind those performance claims. Its battery estimates point to smaller but practical gains. The updated 12-inch Surface Pro is rated for up to 13 hours of web browsing, an hour more than its predecessor. The refreshed 13-inch Surface Laptop is said to be good for up to 18 hours, two hours more than the earlier version.

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The displays are largely unchanged. The Surface Pro has a 2,196-by-1,464 pixel LCD with a 220-pixel-per-inch density and a refresh rate of up to 90Hz. The Surface Laptop keeps its 1,920-by-1,280 display, which has a 178-pixel-per-inch density and a 60Hz refresh rate.

Microsoft did increase brightness on both systems. The new displays reach 500 nits, up from 400 nits on the prior models.

Connectivity and port selection remain the same. Each device has two USB-C 3.2 ports. The Surface Laptop also includes a USB-A 3.2 port and a 3.5mm headphone jack. Both machines support Wi-Fi 7 and Bluetooth 5.4.

Microsoft did not add haptic trackpads to either device. That stands out because the company is expanding haptic feedback elsewhere in its Surface lineup. The Surface Laptop Ultra has a haptic trackpad, and Microsoft is also releasing a second-generation Surface Mouse with integrated haptics. Windows 11 is adding more subtle haptic feedback for some system interactions as well.

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The refreshed Surface Pro and Surface Laptop will be available in black, platinum silver, and violet. Black is returning as a color option for both models. Microsoft will sell the devices to commercial customers, and the 12-inch Surface Pro will be offered with optional 5G.

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Project Suncatcher Flies Google AI Chips Into Orbit to Learn If Compute Can Live on Sunlight

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Project Suncatcher Google AI Chips Space Experiment
Google will send its first AI chips into space next week as the opening flight of Project Suncatcher, a long-term research effort to find out whether machine learning hardware can run in low Earth orbit on solar power. A refrigerator-sized prototype named MVP, built with Planet Labs and carrying four Tensor Processing Units, is booked on SpaceX’s Transporter-18 Falcon 9 rideshare from Vandenberg, with a target date of October 1. The satellite is not a working orbital data center. It exists to measure what launch vibration, radiation, and vacuum heat do to Google’s chips once they leave the ground.



Project Suncatcher was introduced in November 2025 as a way to work backward from a future of clustered, solar-powered satellites that talk to each other over lasers. Sitting in a dawn-dusk sun-synchronous orbit, panels can absorb near-constant sunshine and generate up to eight times the electricity you’d get on Earth, which is the entire rationale for leaving the planet in the first place. The plain, unvarnished reason Google is pushing this is because our present AI usage consumes a lot of electricity and land, whereas the Sun is the solar system’s largest energy source. The first flight is essentially the smallest feasible iteration of that concept, with a hair dryer’s equivalent of electricity, roughly 1 kilowatt of solar power, and four Trillium TPUs performing Gemini workloads in brief bursts.


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Planet had already built the bus. Google, which has invested in the company, asked to fly sooner than the two custom satellites planned for 2027, so the chips went into an existing spacecraft instead of waiting for a purpose-built pair. So they just stuffed the chips into an existing vehicle rather than waiting for a pair to be manufactured specifically for the task. Yes, it’s a challenging ride; launch is only ten minutes of nonstop turbulence. The spaceship experiences sustained weights of 10g, while individual components like as the TPUs can weigh 50-100g or more. To put that to the test, ground crews physically shook the satellite back and forth on all three axes and were relieved to discover that the hardware could withstand it.


That still does not get us to orbit, where the only thing that can remove heat is a thin vacuum, and there is no atmosphere to deflect radiation. Radiation testing began at UC Davis’ Crocker Nuclear Laboratory, where researchers conducted AI operations on Trillium TPUs inside a proton beam while keeping a tight eye on how many bit flips and long-term damage the chips sustained. Google claims that the chips withstood more ionizing radiation than a usual five-year mission and did not break altogether, albeit memory proved to be the weakest spot. That’s somewhat useful, but also a bit incomplete.

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The real test will come when the satellite is launched and we can observe how solar activities and cosmic rays behave in space. Then there’s the issue of cooling, which means the heat pipes and radiators must be able to dump the TPU’s waste heat into the vacuum. On the first flight, the system can only handle roughly 15 minutes of computation time before the radiators overheat and the processors shut down.


Next year, two more satellites will be launched to test the component that will transform isolated boxes into proper clusters: high-bandwidth laser communications over short distances. Each craft will need to know where it is and where its neighbors are, as well as be able to keep its beam on point. Google compares it to trying to hit a coin-sized target from miles away while both ends move. On the ground, they have a system that is already moving 800 gigabits per second each way, or 1.6 terabits total, via a single pair of transceivers. A study preprint already envisions a future in which there are 81 satellites, each carrying many more processors, within a one-kilometer radius, using free-space optics to replace the fiber that connects racks in a typical hall.

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Samsung confirms faulty update bricked its smart refrigerators, promises an emergency fix

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Facepalm: Samsung’s Bespoke AI Family Hub refrigerators are equipped with a Google Gemini-powered “AI Vision” feature that can recognize grocery items and suggest recipes based on what’s available. Many of these smart fridges stopped working earlier this week following a buggy firmware update.

According to Seoul Shinmun, people across South Korea are reporting that their Samsung smart fridges stopped functioning after installing an over-the-air update through the company’s SmartThings app earlier this week.

Following the update, the refrigerators lost power, went offline, and displayed an update-related error message on their built-in touchscreens.

The report cited multiple complaints posted on Samsung’s official community forums in South Korea, with many saying they had purchased their fridges just months earlier. Some also reported having to throw away large quantities of food after it began to spoil when their refrigerators lost power. It’s unclear how widespread the problem is or whether users in other countries have also been affected.

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Users are especially upset that the incident happened during Chuseok, a major Korean autumn harvest festival and three-day national holiday dedicated to giving thanks and honoring ancestors. Millions of South Koreans travel back to their hometowns for Chuseok and stock up on fresh produce to share with friends and family during the holiday.

One disgruntled user lamented that all the food they bought for the festivities had spoiled after their fridge lost power. “Today, I had to throw away 20kg of food. How do I spend the holidays (like this)?” they asked. Others expressed anger that so many people had their Chuseok ruined because of the faulty update, while “Samsung employees are just having a good time at home.”

Samsung has acknowledged the issue, claiming that the problem occurred because the update was accidentally released prematurely during a test earlier this week. The company said it stopped distributing the faulty firmware after realizing its mistake and promised to roll out a fix on an emergency basis. Samsung is also reportedly considering monetary compensation for affected users.

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While AI-infused smart home devices may sound like a good idea to some, others believe that modern appliances are already complex enough without having to worry about problematic software updates and DDoS attacks, problems people already deal with regularly on their smartphones and computers.

Many consumers have been suffering from AI fatigue as electronics manufacturers add artificial intelligence to their products regardless of whether they actually need it. From refrigerators to microwaves, and from toothbrushes to toilets, almost nothing seems safe from unnecessary AI integration circa 2026.

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I Think I Found an AI Agent Worth the Risk

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One of the first things I did when I left my full-time job at WIRED was give Claude Cowork access to my email and calendar. After reporting on artificial intelligence for years, I was curious about what the technology could do for me. I had imagined Cowork as a hyper-capable digital assistant, but was let down to discover that it was more like interacting with a regular chatbot, albeit one with extra tools. What did I want it to do? I had no idea.

Then Instinct, an invite-only AI agent that communicates with users through iMessage and WhatsApp, started popping off in the Bay Area. It connects to your email, calendar, and messaging apps. Think of it as OpenClaw for normies. The company, which launched in private beta in February, is reportedly in talks to raise $1 billion on top of the $350 million it’s already raised, bringing its valuation to $10 billion, according to The Information.

Instinct’s moment in the spotlight comes as Meta is experiencing its own unexpected burst of popularity thanks to Muse, an AI assistant the tech giant launched earlier this month. As of writing, Muse is the most popular free app in Apple’s App Store, with more than 900,000 downloads, according to third-party estimates. The commentator class on X seems genuinely excited about it, despite the fact that it rolled out with a serious security vulnerability that would have “let attackers do ‘whatever’ they wanted on a victim’s Mac,” according to Ars Technica. I’m not about to give Meta a ton of my personal information, but if Muse can keep me logged into Bloomberg or unsubscribe me from Hot Yoga São Paulo, which has been emailing me once a week since 2017, I’ll reconsider.

Agent Provocateur

The divide between people who use AI agents for everything and those who have never tried one has never been wider. It explains, in part, why tech CEOs were largely caught off guard by the data center backlash. If you think agents can automate the majority of people’s administrative drudgery and turbocharge their productivity, the costs and disruptions associated with building data centers might look like an acceptable trade-off. But if you’re using chatbots as a fancy form of Google, that deal is probably much less appealing.

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The overarching problem, as technology journalist Jasmine Sun writes, is that “most people’s problems are not software-shaped, and most won’t notice even when they are.” AI agents, like chatbots, still require a lot of input and direction from users. If you know what you want—help with your homework, a virtual girlfriend—the tools are eager to provide. But if you don’t, well, welcome to the permanent underclass.

I was eager to avoid such a fate. I may not be agentic, but I like to think I’m action-oriented. Surely I could identify a software-shaped problem in my life. I had used Claude previously to generate a few freelance invoices, saving me approximately 10 minutes. It was nice, but not life-changing. I decided to give Instinct a try.

If you talk to AI researchers about Instinct, you’ll hear the phrase “form factor” a lot. Instinct got the form factor right—no open text box, just iMessage, WhatsApp, and a few helpful prompts. It’s hard to overstate how important this is. Rather than trying to figure out for yourself how to make the chat experience more useful, you’re texting with an agent that’s suggesting things it can do for you, and then actually doing them. And unlike other agents in this space, it doesn’t text too much. I tried a competing agent called Lindy for a week and deleted it after it texted me each morning and started popping into Zoom meetings without my approval.

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