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LSM-2: Learning from incomplete wearable sensor data

Training and evaluation We leverage a dataset with 40 million hours of wearable data sampled from over 60,000 participants during the period from March to May 2024. The dataset was thoroughly anonymized or de-identified to ensure that participant information was removed and privacy was maintained. Subjects wore a variety of Fitbit and Google Pixel smartwatches and trackers and consented for their data to be used for research and development of new health and wellness products and services. The

Cosmic Dawn: The Untold Story of the James Webb Space Telescope

Go behind the scenes with the dedicated NASA team and its partners to uncover the untold story of the James Webb Space Telescope. “Cosmic Dawn” unveils the immense challenges, groundbreaking innovations, and extraordinary efforts behind humanity’s most powerful eye on our universe, from its complex development to its nail-biting deployment a million miles away.

Finally, a smart ring I don't have to charge every night (and no subscription)

ZDNET's key takeaways The RingConn Gen 2 is a subscription-free smart ring that monitors sleep, exercise, and stress. It monitors your sleep, activity, stress, and vitals, and it's got a marathon battery life. The only downside is the user interface feels underdeveloped. View now at Amazon View now at Ringconn more buying choices Most smart rings these days claim to offer marathon battery lives, but often fall short of their promise. Many smart rings claim to last a week's worth of battery, b

CNET Survey: 64% of People Say 'No Thanks' to Foldable Smartphones

Foldables have been a staple of the smartphone release cycle for years now, with offerings from companies like Samsung, Motorola and Google. But despite the refreshingly unique form factor in a sea of mobile uniformity, the vast majority of consumers still aren't interested. According to a CNET survey, 64% of respondents say they aren't willing or interested in buying a foldable smartphone in the next year, while just 13% say they are. Another 20% aren't sure if they want a foldable, and only 3

How to Build a Functional Smart Home When You’ll Never Own a House Yourself

Ah, yes, the American dream. A house with a white picket fence, a dog, and as many products as you can pile into a pickup truck that you paid for in cash, which I’m told is a type of green paper you can exchange for goods and services. Sounds nice; sounds normal; sounds totally and completely out of reach. The classic American dream may be dead, but at least we have the Internet of Things and the never-ending font of smart home products it’s given rise to, right? I say that with my tongue ready

The best smart rings for tracking sleep and health

is a senior reporter focusing on wearables, health tech, and more with 13 years of experience. Before coming to The Verge, she worked for Gizmodo and PC Magazine. So, you’re thinking of buying a smart ring. Well, some good news. Picking the best of the lot is incredibly easy right now. The “bad” news is that, as far as trustworthiness and reliability, your choices are somewhat limited, as this is still a niche and emerging gadget category. Smart rings are in the middle of a resurgence. That me

Topics: oura ring rings smart ve

Myanmar’s Devastating Earthquake in March Split the Earth at ‘Supershear Velocity’

On March 28, Myanmar was rocked by a 7.8 magnitude earthquake that claimed over 5,000 lives and caused damage even in neighboring countries. In a study published July 10 in The Seismic Record, seismologists confirmed previous research indicating that the southern part of the large earthquake’s rupture, or fracture, took place at astounding speeds of up to between 3.1 and 3.7 miles per second (5 to 6 kilometers per second)—at supershear velocity. This likely played a role in the earthquake’s dev

I'm a wearables editor and here are the 7 Pixel Watch 4 rumors I'm most curious about

91Mobiles / Elyse Betters Picaro / ZDNET We might be getting new Google smartwatches very soon. Also: The 45mm Pixel Watch 3 is $100 off on Amazon - get it while the deal lasts Google recently confirmed its next Made by Google event, the tech giant's annual hardware launch, typically held in August. Made by Google's X account confirmed it will take place on Wednesday, Aug. 20, at 1 p.m. ET. What can we expect from the Pixel Watch 4? Google could debut new Pixel phones (including a foldable

New records on Wendelstein 7-X

Also called the Lawson Criteria, fusion triple product defines the threshold that must be exceeded for a plasma to produce more fusion power than the heating power injected. It marks the point where the energy balance across the plasma becomes positive, and the fusion reaction can sustain itself without (or with greatly reduced) external heating. The triple product is derived from three factors—ion temperature (T), density (n) and energy confinement time (τ). In any future fusion power plant, a

I Tried This $40 Smartwatch: It Was Meh, but Not a Complete Waste of Time

I wasn't expecting much when I first strapped the WITHit Giga Smartwatch onto my wrist, and at least it delivered on that. This $40 smartwatch does the basics: shows notifications, counts your steps, tracks your heart rate (sort of) and lets you take calls from your wrist. But the execution of all these features is where it all starts to fall apart, and I found myself getting exactly what I paid for. After spending a week testing it, I came away with this: If you just want a basic smartwatch th

Astronomers Detect Entirely New Type of Plasma Wave Above Jupiter’s North Pole

Since entering Jupiter’s orbit in 2016, NASA’s Juno spacecraft has been hard at work unveiling the many mysteries of our solar system’s largest planet. And its latest discovery may be one of the most intriguing yet: an entirely new type of plasma wave near Jupiter’s poles. In a paper published Wednesday in Physical Review Letters, astronomers describe an unusual pattern of plasma waves in Jupiter’s magnetosphere—a magnetic “bubble” shielding the planet from external radiation. Jupiter’s excepti

TSMC to start building four new plants with 1.4nm technology

TSMC to start building four new plants NEXT GENERATION: The four plants in the Central Taiwan Science Park, designated Fab 25, would consist of four 1.4-nanometer wafer manufacturing plants, TSMC said By Huang Hsu-lei, Hung You-fang and Jake Chung / Staff reporter, with staff writer Taiwan Semiconductor Manufacturing Co (TSMC, 台積電) plans to begin construction of four new plants later this year, with the aim to officially launch production of 2-nanometer semiconductor wafers by late 2028,

‘Star Trek: Strange New Worlds’ Isn’t Done With the Gorn Yet

The third season of Star Trek: Strange New Worlds finally started this week, and its opener, “Hegemony, Part II,” picked up right where the last season left off. But along the way, it surprisingly ended up taking the Gorn—a Trek mainstay and the show’s longest-running threat—off the board. In the episode itself, the Enterprise crew stop Captain Batel from Gorn infection, prevent their invasion of the Federation, and rescue their crew members captured by the Gorn at the end of last season. You’d

With her app Smash, Kesha can be whoever she wants — even a tech CEO

Kesha – yes, brush my teeth with a bottle of Jack Kesha – is now a startup founder. But if you think her journey from raunchy pop star to CEO is unexpected, then you haven’t been paying attention. Kesha has always embraced contradictions. She exploded onto the pop scene in 2010 with irreverent ear candy like “Blah Blah Blah” and “TiK ToK,” stylizing her name with a dollar sign despite throwing shade at the egregious wealth of Hollywood. She didn’t let people dismiss her as a one-dimensional, gl

With her app Smash, Kesha can be whoever she wants – even a tech CEO

Kesha – yes, brush my teeth with a bottle of Jack Kesha – is now a startup founder. But if you think her journey from raunchy pop star to CEO is unexpected, then you haven’t been paying attention. Kesha has always embraced contradictions. She exploded onto the pop scene in 2010 with irreverent ear candy like “Blah Blah Blah” and “TiK ToK,” stylizing her name with a dollar sign despite throwing shade at the egregious wealth of Hollywood. She didn’t let people dismiss her as a one-dimensional, gl

Run TypeScript code without worrying about configuration

TypeScript Execute (tsx) ​ tsx stands for TypeScript Execute and it's a Node.js enhancement to run TypeScript. For starters, think of tsx as an alias to node and use it the same way: sh node file.js →↓ sh tsx file.ts You can pass in Node CLI flags and JS files too: sh tsx --env-file=.env ./file.js Seamless TypeScript execution ​ Run TypeScript code without worrying about configuration! tsx runs your TypeScript code with modern and sensible defaults, making it user-friendly and especially

Android Phones Can Detect Earthquakes Before the Ground Starts Shaking

Since their first implementation in Mexico and Japan, earthquake early-warning (EEW) systems have provided critical advance notice of imminent earthquakes to countless people. Many seismic countries, however, still don’t have the infrastructure necessary to sustain such crucial networks, leaving their populations vulnerable to devastating earthquakes. Researchers in the U.S. and Germany have tested a global earthquake detection and alert system that makes use of a device many people already own

Taiwan Semi is speeding up U.S. chip production due to demand, CEO says

Signage for Taiwan Semiconductor Manufacturing Company (TSMC) at it's fabrication plant in Phoenix, Arizona, US, on Monday, March 3, 2025. Taiwan Semiconductor Manufacturing Company CEO C.C. Wei on Thursday said the company is seeing "strong interest" from its leading U.S. customers and is working to speed up its volume production schedule by several quarters. TSMC is the world's largest contract chip manufacturer, and the company has pledged to invest a total of $165 billion in advanced semic

This slick gadget is like a Swiss Army Knife for my keys (and fully trackable)

ZDNET's key takeaways KeySmart's iPro Key Finder and Holder is available at Best Buy for $40. It holds up to 14 keys, has a built in LED flashlight, and lasts about a month on one charge. It's one more thing you'll need to keep charged. View now at Best Buy Are you forever losing your keys? You're convinced you put them down on the coffee table, but now you're five minutes late leaving for work and you're pulling the couch to bits apart to find them. Sound familiar? If this is you, and you'r

UAE’s deal to buy Nvidia AI chips reportedly on hold

In Brief The massive AI deal between the U.S. and the United Arab Emirates (UAE) is reportedly on hold before it can be finalized due to national security reasons. The deal, which gives the green light to the UAE to buy billions of dollars worth of AI chips from Nvidia and other semiconductor companies, is on hold due to concerns in the U.S. that these AI chips could end up in China, the Wall Street Journal reported, citing anonymous sources. This potential chip smuggling was a concern when t

TSMC profit surges 61% to record high fueled by AI chip demand

A motorcycle is seen near a building of the Taiwan Semiconductor Manufacturing Company (TSMC), which is a Taiwanese multinational semiconductor contract manufacturing and design company, in Hsinchu, Taiwan, on April 16, 2025. Taiwan Semiconductor Manufacturing Company on Thursday reported a near 61% year-on-year rise in second-quarter profit, hitting a record high and beating estimates, as demand for artificial intelligence chips stayed strong. The world's largest contract chip manufacturer fo

More Apple chips to be made in US as TSMC accelerates Arizona plants

More Apple chips are set to be made in the US as TSMC said it is busy accelerating the construction of its second and third Arizona plants, fulfilling a promise made back in March. The chipmaker is bringing more advanced processes to the US earlier than initially expected, allowing it to make chips for more recent Apple products … ‘Made in America’ Apple chips Apple first announced its plan for ‘Made in America’ chips back in 2022, with the news hailed as one of the success stories of the US

I've used Aqara's first outdoor camera for over four months now - Here's my verdict

ZDNET's key takeaways The Aqara Camera Hub G5 Pro is typically available for $180 for the Wi-Fi version and $200 for the PoE version. This indoor/outdoor security camera doubles as a smart home hub, features 1520p resolution for crystal-clear images, RTSP support, and has a built-in NPU to process video with AI for visual recognition. The camera is wired, so placement is limited, and there is no expandable storage, so you need a subscription to access video history or bypass it through video s

Economists made a model of the U.S. economy. Our debt crashed the model

People have been worrying about U.S. debt basically ever since there even was a U.S. “The accumulation of debts is a most fearful evil,” Thomas Jefferson wrote in 1787. At the time, U.S. debt was around $40 million. Today, it’s closer to $40 trillion. At the same time, the U.S. economy is bigger and more powerful than Jefferson could have ever imagined, and things are looking pretty good: unemployment is near record lows, inflation is under control… so what’s the problem? “Part of the problem i

TSMC forecasts 38% jump in third-quarter revenue after results beat on AI chip demand

A motorcycle is seen near a building of the Taiwan Semiconductor Manufacturing Company (TSMC), which is a Taiwanese multinational semiconductor contract manufacturing and design company, in Hsinchu, Taiwan, on April 16, 2025. Taiwan Semiconductor Manufacturing Company on Thursday reported a near 61% year-on-year rise in second-quarter profit, beating estimates, as demand for artificial intelligence chips stays strong. The world's largest contract chip manufacturer expects third-quarter revenue

Remembrance of Scents Past

But Marks argues that smell is one of the most potent ways to give museum visitors a visceral sense of the past, and to help them remember what they read or saw in an exhibit. Among the scents she designed for the docks exhibition was one inspired by a woman’s memory, in the oral histories, of her dockworker father’s damp woollen coat drying on an electric fire in the nineteen-sixties. Marks thought that the coat might have smelled like her own grandfather’s wool flat cap. He’d been a London cab

I want an iPhone Mini-sized Android phone (2022)

I want an iPhone Mini-sized Android phone! My name is Eric Migicovsky and I love small phones. It’s weird because I am 6'6" but I never enjoyed using a large phone. I loved the Sony Xperia Compact series. RIP... I love small phones because they fit nicely in pocket are much lighter are easy to use one-handed without dropping won't fall out of my pocket while bicycling And of course, some people with smaller hands hate how big phones feel! The drawbacks of a small phone (smaller screen, s

Scanned piano rolls database

n/a Kisses 2007-Feb-8 Michael Swanson n/a n/a Cubist 2007-Feb-8 Michael Swanson n/a n/a The Organ Grinder's Swing 2007-Feb-11 Larry Doe Grayscale-1 n/a Fox Trot Medley No. 4 2008-Aug-19 Keystone Grayscale-1 n/a Popular Dance Medley No. 7 2009-May-28 Keystone Grayscale-1 n/a Clair de lune - rhythm version 2009-Oct-18 Julian Dyer n/a n/a Rhapsodie No. 1 2009-Dec-27 Keystone Grayscale-1 n/a Rhapsodie No. 4 2009-Dec-27 Keystone Grayscale-1 n/a Fox Trot Medley, No. 1 2009-Dec-27 Keystone Gray

Colossal Eruption Carves ‘Canyon of Fire’ Onto the Sun’s Surface

On July 15, a solar filament erupted from the Sun’s upper left side, ejecting a powerful blast of plasma and magnetic fields into space. The resulting explosion was so massive that it seared a deep, fiery scar of hot plasma and debris onto the star’s visible surface. While filament eruptions aren’t uncommon, astronomers had already been watching an unusually large filament—cold, dense ribbons of gas suspended above the Sun’s surface—that they spotted days before the explosion. When the filament

This Spendy Thermostat Is Paying for Itself by Cutting My Energy Bills, and It's 14% Off Too

Deal alert: The Nest Learning Thermostat Gen 4 is available for $240 -- a discount of 14% or $40 -- on Amazon. Price is our biggest complaint about this thermostat, so this deal makes it a bit more compelling to snap one up now. CNET's key takeaways $240 for a smart thermostat may sound like a tough deal, but mine is set to pay for itself this summer thanks to lower heating and cooling payments. Automated Eco Modes make energy saving easy, even if you don't have time to plan out your schedule