Before we were obsessed with AI, the world was mesmerized by Aibo, a robotic dog whose name was short for “artificial intelligence robot” and also had the same pronunciation in Japanese as the word “friend”.
Aibo was doing AI before it was cool, and it was a sophisticated consumer robot dog long before SPOT was a gleam in Boston Dynamics’ eyes. My history with the pint-size bot goes way back.
The history of Aibos (Image credit: Lance Ulanoff)
I’ve tested or tried virtually every Sony Aibo robot since its introduction 25 years ago. Somehow, I never owned one, perhaps because much in the way I’m allergic to real dogs, I’m allergic to the price of this mechanical one. Ignoring the robot pup’s early and continuing innovation is impossible, even as Sony sometimes denied it.
On May 11, 1999, it wasn’t clear Sony had any intention of broad commercial availability. The company produced roughly 5,000 Sony Aibo robots, selling just 2,000 in the US for approximately $3,000 each. They were rare but also a bit of a status symbol, especially after one appeared in Janet Jackson’s 2000 hit It Doesn’t Really Matter.
Hello, little friend
Soon after that first run, though, Sony execs arrived in my office (I was then at PCMag) with the official First Generation Model, the ESR-111. Larger and dare I say cuter than the original Aibo, the ERS-111 was also more adept. Once again a trendsetter, Aibo rode a scooter across my conference room desk.
Sony often adamantly claimed that Aibo was not a robot dog, even though the ERS-111 had far more dog-like features: its snout was a bit more rounded, the ears stood up and it had replaced the almost antenna-like tail of the original with something that might look at home on a terrier.
Aibo ERS-111 (Image credit: Lance Ulanoff)
The missteps
It wasn’t just Aibo’s looks. From its earliest iterations, Aibo’s sophisticated motors produced lifelike movement and the robot had enough autonomy to seem alive. There was a camera in the snout and some simple processing that let it do things like respond to voices, touch, and carry out canned routines like riding a scooter. I do recall Aibo scooting itself right off the table. A side panel popped off but it was otherwise fine.
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Sony could never make Aibo more affordable because it stubbornly refused to skimp on the components or intelligence. The electronics giant tried to satisfy the more affordable Aibo urge with a pair of $800 and far less compelling bear-like bots, one was called Macaroon and the other Latte. They did not catch on.
Macaroon was cute and cheaper but uninspiring. (Image credit: Lance Ulanoff)
In 2001, Sony made a brief detour with Aibo. The ERS-220 turned it into a terrifying cross between the original pup and Robocop’s ED 209. Honestly, the less said about this misfire, the better.
Yes, it’s a dog robot
Sony returned to my offices in 2003 with a completely redesigned model, the ERS-7. Gone were most of the original Aibo’s sharp edges, as Sony finally embraced the “dog” label. It had floppy ears and a smooth Snoopy (circa 1970s) face. It could yap at you, follow you around, find its own charger, cuddle in your lap, and perform tricks based on the cards you showed it.
Sony Aibo ERS-7 (Image credit: Lance Ulanoff)
Sony also designed the ERS-7 to be a sort of watchdog and mobile entertainment system. I took my review unit home, tried to play MP3 music through its tiny speakers, and let it take videos and photos (416- by 320-pixel resolution!) that it could email to me (when it worked) or store on its internal Sony Memory Stick that I could remove and look at later, assuming I had a Sony Vaio PC with a Memory Stick reader 🤦♂️. Its AI allowed it to learn and change over time. Don’t get me wrong, this was no ChatGPT puppy but the ERS-7 was still impressive for its time.
Battery life was never great on the Aibo and I vividly remember returning home one day to find it sprawled out and lifeless on the kitchen floor. Aibo had once again failed to find its charge base. I also recall us all being visibly upset at the discovery. We’d become attached to the little robot and couldn’t bear to see it in distress.
The desktop-control interface for the ERS-7 (Image credit: Lance Ulanoff)
Return of the dog king
The ERS-7 still listed for almost $2,000 and so it failed to catch on in the US. By 2006, Sony had discontinued Aibo.
More than a decade later Sony revived Aibo as a redesigned and unmistakable puppy. With the adorability, features, and technology (new actuators, WiFI, SLAM, a mobile app) cranked to 11, ERS-1000 cost almost $3,000. Still, when I finally brought a test unit home, it felt like it was worth every dime.
The new Aibo could learn 100 different faces and, like a real dog, remember its interactions with individuals. Its movements were nothing but cute and I still remember how my wife – who initially expressed disinterest in the new Aibo – ended up many evenings sitting with it in her lap, as she absentmindedly stroked its plastic back and head.
The author and Sony Aibo ERS-1000 (Image credit: Lance Ulanoff)
25 years on, is Sony Aibo still a thing? Hard to say. Aside from this year’s Limited Edition Espresso Aibo, which added different colored eyes and three years of AI cloud updates, there hasn’t been a major update or redesign since 2018. Worse yet, Sony appears to be treating the robot dog as a sort of clearance sale, reminding buyers, ” Aibo is sold as FINAL SALE – NO RETURN”.
The most recent firmware update was a few months ago, but the release notes make no mention of richer AI or even dipping a paw into Large Language Models (LLMs) and Generative AI. Still, I like to imagine how access to ChatGPT, Gemini, and other LLMs might transform Aibo. Such a move could reduce Sony’s development costs and open the door to an updated and cheaper model. They could call it Aibo AI if it weren’t redundant.
Regardless, my affection for Aibo in virtually all of its iterations remains strong and I may someday save up to buy this iconic robot pup – assuming it’s still around.
In June 2023, Meta introduced Channels on WhatsApp, a feature that allows you to receive updates from people and organizations. Well, after almost a year of launching it, Meta is working on improving Channels.
According to a new report from WABetaInfo, the latest beta version of WhatsApp for Android (version 2.24.10.17) groups channels into categories. Reportedly, there are seven categories: Business, Entertainment, Lifestyle, News and Information, Organizations, People, and Sports. The new feature enables you to explore channels of a certain kind. For example, if you are someone who loves sports, you can select that category and the app will show you all the channels that offer sports-related updates.
At the moment, there’s no information about when Meta will make categories available in the stable version of WhatsApp but expect the new feature to become available to the public in the next few weeks/months.
Back in January, startup Rabbit revealed its first device at CES 2024. The R1 is an adorable, vibrant orange AI machine with a camera, scroll wheel, and ambitious demos. Now, the device is being sent out to early adopters (and tech reviewers), and we’ve got some proper hands-on experience to tide you over until we’ve wrapped up a full review.
It’s definitely cute, designed by Teenage Engineering, which has put its design talents to use on the Playdate as well as Nothing’s most recent phones as well as music gadgets. Like all those things, it combines a retro-futuristic aesthetic with solid build quality, shiny surfaces, glass and metal accents.
Engadget
Then again, the Humane AI Pin was a beautiful piece of tech too, but it was also… rubbish. The Rabbit R1 is a different device. First, it costs $199 — less than a third of the AI Pin’s $700. Humane also requires a monthly $24 subscription fee to use the thing — you don’t need a sub for the R1 at all. Immediately, that’s much better.
The category of AI assistant-centric devices is very new, however. Rabbit’s device is different to Humane’s in both hardware and features, but we know the R1 isn’t launching with all its features just yet. There are a few curiously simple tools missing, like alarms and calendar support.
Make sure you check out our first impressions here. Review incoming!
— Mat Smith
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The company has called the law ‘unconstitutional.’
That thing that’s been happening since Saturday is still happening. But, well, TikTok still isn’t banned. In a statement, the company said it would challenge the law in court, which could delay an eventual sale or ban.
Mark Zuckerberg has speculated it could be Meta’s next billion-user app.
Threads is still growing. During the company’s first-quarter earnings call, Mark Zuckerberg shared the latest user numbers of Meta’s latest spin-off social network, saying the app “continues to be on the trajectory that I hope to see.”
Notably — but perhaps not surprisingly — Threads seems to outperform X (formerly Twitter), with analytics firm Apptopia indicating Threads has more daily users than X in the United States.
App promotions in the startup menu are enabled by default.
Microsoft
The latest update to Windows 11 comes out this week and includes ads for apps in the recommended section of the Start Menu. “The Recommended section of the Start menu will show some Microsoft Store apps,” says the release notes. Apps are apparently from a “small set of curated developers.” Thankfully, you can restore your previously ad-free Windows experience by going into Settings and selecting Personalization > Start and toggling off Show recommendations for tips, app promotions and more.
Microsoft has made a relatively minor but pretty useful tweak for Copilot in testing, as part of the ongoing effort to bring the AI assistant into play more often with Windows 11.
This is part of the new Windows 11 preview build 22635 deployed in the Beta channel, and the change to Copilot is rolling out gradually, so not all testers in that channel will have it just yet.
The idea is a ‘new experience’ for Copilot that aims to boost your productivity in Windows 11. How exactly? Well, when you copy a text or image file, the AI’s icon in the taskbar has an animation that’s triggered to let you know the assistant can help with that file.
If you hover the mouse over the Copilot icon, you’ll then get some new options – for example with an image file, you’ll be presented with choices including creating an image like the current one, or getting Copilot to analyze the picture.
(Image credit: Microsoft)
Build 22635 doesn’t do an awful lot more than these Copilot tweaks, but there is another change here for Windows Share. Microsoft is making it so you can use this functionality to share directly to a specific Microsoft Teams channel or group chat. (This is an ability that had been in testing previously, but was temporarily removed due to bugs – and it’s now reinstated).
As ever check out Microsoft’s blog post for the build to find out the full details and known issues in this preview release.
Analysis: Treading a fine line
The fresh tweaks for Copilot are simple but quick ways of interacting with files using the AI. Microsoft is putting these various abilities at the fingertips of the user, and highlighting that the AI can help with said animation on the icon. Clearly, the hope is that having brought Copilot to the attention of the person sat at the Windows 11 PC, this will result in more usage of the AI.
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With this change being in the Beta testing channel – the step before Release Preview, where things are finalized for the stable builds of Windows 11 for everyday users – we’ll likely see this introduced with the 24H2 update later this year.
As to the overall concept of having Copilot pointed out actively, if Microsoft is planning to do more along these lines, it’ll have to tread a thin line between helping the user, and perhaps getting on the annoying side with too many little calls for attention.
There’s a fine balance with some aspects of OS development – such as, for example, when recommendations or suggestions in menus become more like adverts – and sometimes Microsoft has strayed beyond the acceptable boundaries, at least in our humble opinion. We’re hopeful this won’t be the case here, and there’s certainly nothing wrong with the current Copilot rejigging in testing.
There are fresh operating system betas for all types of Apple computers. Photo: Apple
After a wait that stretched out weeks longer than usual, Apple seeded the first beta of iOS 17.5 to developers Tuesday, along with the initial beta of macOS Sonoma 14.5.
And it’s going to be a very busy day for developers because iPadOS 17.5 beta 1, watchOS 10.5 beta 1, tvOS 17.5 beta 1 and visionOS 1.2 beta 1 also all went out.
iOS 17.5, macOS Sonoma 14.5 are ready for developers to start testing
Work on all Apple’s operating systems is virtually continuous, and the Mac-maker traditionally releases betas of upcoming OS versions the day after the full previous version goes to all users. That’s not what happened this time.
They are likely to bring new features and changes, but they have just been seeded to devs so there’s been no time to determine what the differences are yet.
The build numbers for the just-released betas end in “f” (in a countdown to “a”), giving Apple plenty of space before the final releases.
Just for devs
Currently, the first round of OS betas for iPhone, Mac, iPad and Apple TV are available only for those in Apple’s developer program.
Those in Apple’s free public beta program will gain access, too, but that might take a while. If Apple follows its usual habits, the second round of betas won’t arrive for two weeks.
I’ve been increasingly driven to distraction by YouTube’s ever-more-aggressive delivery of adverts before, during and after videos, which is making it a challenge to even get to the bits of a video that I want to see without having some earnest voice encourage me to trade stocks or go to Dubai. Until now I’ve been too cheap to subscribe to YouTube Premium – but that may soon change.
That’s because YouTube is apparently testing an AI-powered recommendation system that will analyze patterns in viewer behavior to cleverly skip to the most popular parts of a video with just a double tap on a touchscreen.
“The way it works is, if a viewer is double tapping to skip ahead on an eligible segment, we’ll show a jump ahead button that will take them to the next point in the video that we think they’re aiming for,” YouTube creator-centric channel Creator Insider explained. “This feature will also be available to creators while watching their own videos.”
Currently, such a double-tap action skips a YouTube video forward by a few seconds, which I don’t find hugely useful. And while YouTube introduces a form of wave pattern on the video timeline to show what the most popular parts of the video are, it’s not the easiest thing to use, and can sometimes feel rather lacking in intuitiveness.
So being able to easily tap to get to the most popular part of a video, at least according to an AI, could be a boon for impatient people like me. The only wrinkle is this feature is only being tested for YouTube Premium users and is currently limited to the US.
But such handy features do tend to get a larger global rollout once they come out of the testing phase, meaning there’s scope for Brits like myself to have access to some smart double-tap video skipping. That’s if I do finally decide to bite the bullet and pay for YouTube Premium.
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WhatsApp is slated to receive a pair of AI-powered upgrades aiming to help people answer tough questions on the fly, as well as edit images on the platform.
Starting with answering questions, the upgrade integrates one of Meta’s AI models into the WhatsApp search bar. Doing so, according to WABetaInfo, would allow users to directly input queries without having to create a separate chat room for the AI. You’d be able to hold a quick conversation right on the same page.
It appears this is an extension of the in-app assistants that originally came out back in November 2023. A screenshot in the report reveals WhatsApp will provide a handful of prompts to get a conversation flowing.
It’s unknown just how capable the search bar AI will be. The assistants are available in different personas specializing in certain topics. But looking at the aforementioned screenshot, it appears the search bar will house the basic Meta AI model. It would be really fun if we could assign the Snoop Dogg persona as the main assistant.
📝 WhatsApp beta for Android 2.24.7.14: what’s new?WhatsApp is working on a feature to ask queries to Meta AI, and it will be available in a future update!https://t.co/qSqJ9JobbK pic.twitter.com/mKM9PLCF3VMarch 23, 2024
See more
AI image editing
The second update is a collection of image editing features discovered by industry expert AssembleDebug, after diving into a recent WhatsApp beta. AssembleDebug discovered three possibly upcoming tools – Backdrop, Restyle, and Expand. It’s unknown exactly what they do as not a single one works. However the first two share a name with other features currently available on Instagram, so they may, in fact, function the same way.
Backdrop could let users change the background of an image into something different via text prompt. Restyle can completely alter the art style of an uploaded picture. Think of these like filters, but more capable. You can make a photograph into a watercolor painting or pixel art. It’s even possible to create wholly unique content through a text prompt.
(Image credit: AssembleDebug/TheSPAndroid)
Expand is the new kid on the block. Judging by the name, AssembleDebug theorizes it’ll harness the power of AI “to expand images beyond their visible area”. Technology like this already exists on other platforms. Photoshop, for example, has Generative Expand, and Samsung’s Galaxy S24 series can expand images after they have been adjusted by rotation.
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WhatsApp gaining such an ability would be a great inclusion as it’ll give users a robust editing tool that is free. Most versions of this tech are locked behind a subscription or tied to a specific device.
Do keep in mind neither beta is available to early testers at the time of this writing. They’re still in the works, and as stated earlier, we don’t know the full capabilities of either set. Regardless of their current status, it is great to see that one day WhatsApp may come equipped with AI tech on the same level as what you’d find on Instagram especially when it comes to the search bar assistant. The update will make accessing that side of Meta software more convenient for everyone.
While the Apple Pencil is currently compatible with iPads only, a future version of the accessory may work with Apple’s Vision Pro headset.
Apple has internally tested a new Apple Pencil with visionOS support, according to a source familiar with the matter. This would allow the Apple Pencil to be used with drawing apps on the Vision Pro, such as Freeform and Pixelmator.
No specific details are known about this project, but one possibility is that users would be able to draw with the Apple Pencil on a desk or another flat surface, and the drawing would appear in the open visionOS app. This would essentially turn a person’s surroundings into a giant canvas, complete with pressure and tilt sensitivity.
Apple Pencil compatibility with the Vision Pro would also require updated software, but it is unclear which version might add support. The first beta of visionOS 1.2 will likely be made available to developers as early as this week, and Apple is expected to announce visionOS 2 at its annual developers conference WWDC in June.
As with any product that Apple develops, there is no guarantee that the company will move forward with releasing an Apple Pencil with visionOS support.
iOS 18 will give iPhone users greater control over Home Screen app icon arrangement, according to sources familiar with the matter. While app icons will likely remain locked to an invisible grid system on the Home Screen, to ensure there is some uniformity, our sources say that users will be able to arrange icons more freely on iOS 18. For example, we expect that the update will introduce…
Apple today released iOS 17.4.1 and iPadOS 17.4.1, minor updates to the iOS 17 and iPadOS 17 operating systems. The new software comes a couple of weeks after Apple released iOS 17.4 and iPadOS 17.4 with app changes in the European Union, new emoji, and more. iOS 17.4.1 and iPadOS 17.4.1 can be downloaded on eligible iPhones and iPads over-the-air by going to Settings > General > Software…
Apple’s iPhone development roadmap runs several years into the future and the company is continually working with suppliers on several successive iPhone models concurrently, which is why we sometimes get rumored feature leaks so far ahead of launch. The iPhone 17 series is no different, and already we have some idea of what to expect from Apple’s 2025 smartphone lineup. If you plan to skip…
On this week’s episode of The MacRumors Show, we discuss Apple’s rumored plan to refresh the entire AirPods lineup with a series of new models. Subscribe to The MacRumors Show YouTube channel for more videos The fourth-generation AirPods will reportedly feature a new design with a better fit, improved sound quality, and an updated charging case with a USB-C port. For the first time ever,…
An unpatchable vulnerability has been discovered in Apple’s M-series chips that allows attackers to extract secret encryption keys from Macs under certain conditions, according to a newly published academic research paper (via ArsTechnica). Named “GoFetch,” the type of cyber attack described involves Data Memory-Dependent Prefetchers (DMPs), which try to predict what data the computer will…
The latest 13-inch and 15-inch MacBook Air models have been available for two weeks now, and MacRumors videographer Dan Barbera has been using the 15-inch version since it launched. Over on our YouTube channel, Dan shared a review now that he’s been able to spend some quality time with the machine. Subscribe to the MacRumors YouTube channel for more videos. The M3 MacBook Air is a perfect…
We’re getting closer to the launch of new iPad Pro and iPad Air models, while rumors about iOS 18 are continuing to ramp up with this week’s surprise revelation that Apple has been talking to Google and others about potentially helping power the generative AI features expected to be a major part of this year’s update. Other news this week saw the release of iOS 17.4.1 and iPadOS 17.4.1…
The use of at-home diagnostic tests soared during the omicron wave of the coronavirus.Credit: Tang Ming Tung/Getty
During the COVID-19 health emergency, two strategies for detecting coronavirus infections were commonly adopted around the world.
Part of Nature Outlook: Medical diagnostics
Initially, in countries equipped with the necessary laboratory infrastructure, nasal swabs were analysed by polymerase chain reaction (PCR) — a method known for its sensitivity, but also for being slow and expensive. People often endured long waits for tests.
Subsequently, rapid antigen tests gained favour, owing to their speed, low cost and ease of use, despite being less precise at identifying positive cases.
It was a trade-off that public-health officials and individuals grappled with: balancing the need for timely information at an affordable price against the risk of false negatives.
But there was a third way. In countries including Israel, India, the United States and New Zealand, portable tests became available that combined the molecular precision of PCR with the expediency of rapid antigen kits (also known as lateral flow assays).
Like PCR, these ‘isothermal’ tests amplify small segments of the virus’s genetic material to detectable levels. However, they streamline the process by operating at a consistent temperature, eliminating the need for the repetitive heating and cooling cycles of PCR. This not only simplifies the equipment required and eliminates the need for centralized laboratories, but also accelerates the testing process from days to less than half an hour.
“It is providing near-PCR-level sensitivity with antigen usability,” says Nathan Tanner, head of the applied molecular biology division at the firm New England Biolabs in Ipswich, Massachusetts, which produces kits for doing these kinds of constant-temperature (isothermal) test in research laboratories. The main downside, Tanner says, is price: isothermal tests generally cost about US$50 per sample. That’s roughly the same as PCR in most Western countries, but about 5–10 times the cost of rapid antigen assays.
Despite the premium price, these speedy genetic tests secured their place across diverse and critical settings during the pandemic. Care homes, schools, prisons, remote health clinics and even professional sports organizations — sectors in which people were willing to pay more for dependable results — adopted the technology.
Then came the omicron variant. This highly transmissible version of the coronavirus prompted a flood of COVID-19 cases and deaths, leading to a spike in global demand for accurate testing methods in late 2021 and into 2022. Developers of at-home molecular tests seized the moment, ramping up manufacturing capacity and launching intense advertising campaigns.
Daily usage of these test kits soared into the tens of thousands in countries, such as the United States, where the at-home assays were available. But as infection rates declined, so did demand for these products. This downturn was further accelerated by initiatives from various national governments that provided free rapid antigen tests during the omicron surge. The market for more expensive COVID-19 diagnostics collapsed, forcing manufacturers of isothermal tests to shift their focus to other disease areas. Many failed and went out of business.
Consider the cautionary tale of Lucira Health in Emeryville, California — once a leader in isothermal diagnostics. Looking to carve out a new niche for its technology, Lucira pursued regulatory approval for a dual-purpose test designed to simultaneously identify and discriminate between COVID-19 and influenza. In August 2022, authorities in Canada gave this two-in-one test the go-ahead.
But regulators in the United States were slow to provide an approval. According to Lucira’s co-founder and former chief technology officer Debkishore Mitra, the US Food and Drug Administration (FDA) wanted to see extra clinical data, along with product design changes, “for reasons we did not understand”.
Flu season then arrived, and Lucira’s massive manufacturing infrastructure, built up during the omicron COVID-19 wave, sat largely idle. “It was a frustrating and confusing period of time,” says Mitra. Lucira ultimately ran out of money and filed for bankruptcy on 22 February 2023. A mere two days later, the FDA issued emergency authorization for the company’s combined flu and COVID-19 test.
“If this was not a tragedy, I would definitely consider it a comedy,” Mitra says.
Lucira’s efforts were not for naught, however. Although the company no longer exists, its test lives on, and is now marketed by the pharmaceutical giant Pfizer, which purchased Lucira’s assets at a bankruptcy auction in April 2023. For around $50, anyone can buy the Lucira by Pfizer COVID-19 & Flu Home Test. And that product could soon have competition.
Building on technological advances made in response to COVID-19, many companies are now developing isothermal genetic tests that can diagnose a wide array of respiratory diseases, sexually transmitted infections and more. These products aim to provide precise and prompt diagnostic information, enabling people to quickly seek appropriate medical treatment.
“We are in a new era,” says Wilbur Lam, a paediatric haematologist and biomedical engineer at Georgia Institute of Technology, Atlanta. “The pandemic has really brought point-of-care and at-home testing into its own.”
The challenge now, he adds, lies in pinpointing the most relevant clinical applications and, crucially, in establishing sustainable business models for diagnostic-test providers. Both are essential steps to ensure that these technologies continue to improve disease management in a post-pandemic world.
In the loop
Isothermal methods were developed in the early 1990s, shortly after the invention of PCR. But the main technique now in use emerged at the turn of the millennium. That’s when researchers at Eiken Chemical, a manufacturer of clinical diagnostic tools in Tokyo, described how to eliminate the need for thermal cycling1.
From left to right: the Lucira by Pfizer test and isothermal tests by the firms Detect and Aptitude.Credit: Nathan Frandino/REUTERS; Detect, Inc.; Black Bronstad
There were two key components to the method, known as loop-mediated isothermal amplification (LAMP). These were the use of more primers — short, single-stranded pieces of DNA that help to jump-start the gene-amplification process — and a special kind of DNA-extending enzyme.
A typical PCR reaction uses two sets of primer, which require repeated bouts of heating and cooling to bind their targets and extend copied DNA strands. But the Eiken team demonstrated that increasing the number of primers and using a specialized enzyme allowed the LAMP method to extend DNA at a constant temperature. It worked best at around 65 °C, and produced a single, ladder-like block of DNA, with dumb-bell-shaped rungs that double back on themselves again and again.
There are other isothermal techniques, some of which are found in commercially available COVID-19 tests. But many are protected by intellectual-property rights, says Paul Yager, a bioengineer and diagnostics inventor at the University of Washington in Seattle. By comparison, the foundational patents surrounding LAMP have all expired. What’s more, LAMP works well with minimal sample preparation on crude specimens, such as nasal swabs. These advantages “seem to drive people into the arms of LAMP”, Yager says.
Even with the same core technology underpinning them, the LAMP-based tests on the market are not all the same. They differ in terms of proprietary reagents and in how assay results are identified. Methods for detecting LAMP readouts include fluorescent probes, pH-induced colour shifts, electrochemical assays and CRISPR-mediated recognition strategies. Despite these differences, all of the tests generally achieve comparable levels of accuracy and performance.
A more important distinction, therefore, lies in aspects of the device design that substantially affect the user experience. Although certain products require compact, reusable pieces of hardware to interpret results from disposable test cartridges, others — including the Lucira by Pfizer test — offer the convenience of fully integrated, single-use kits.
According to Mitra, Lucira adopted this all-in-one design strategy because it thought the up-front cost of equipment would turn off would-be buyers. “That was our vision from day one,” he says. At their high point during the pandemic, at-home test readers cost upwards of $250.
But prices have come down drastically — for around $50, it’s now possible to buy a machine from a company such as Aptitude Medical Systems in Goleta, California, and then spend just $25 on an individual test (less if bulk purchasing). Aptitude’s platform also has another advantage: it’s compatible with saliva. Saliva samples are simpler to collect than nasal swabs, and so the likelihood of an error during sample acquisition is lower.
But even $25 exceeds what many people are willing to spend on a test, and not all medical-insurance companies cover the cost. Rapid antigen tests now retail for just $5 or less. And although certain at-risk groups, such as people with a compromised immune system, might be willing to shell out the extra for the diagnostic accuracy of isothermal tests, most people are not.
Economic considerations
Price sensitivity explains why the firm Detect, another isothermal-test developer that made waves in the early days of the pandemic, stopped offering its at-home COVID-19 diagnostic test about a year after its launch. The company, which is based in Guilford, Connecticut, instead opted to concentrate on making a LAMP-based platform that could be run in physicians’ offices rather than in people’s homes.
Although the technical aspects of testing in either setting are comparable, the commercial implications of this decision are considerable. Detect is able to leverage an established path for test reimbursement, particularly in the United States, where insurance companies seldom cover the expenses of at-home diagnostics but do reimburse tests ordered by physicians. “The economics just make a lot more sense,” says Eric Kauderer-Abrams, co-founder and chief executive of Detect.
Tests run in physicians’ offices can be less convenient for would-be users, however – especially those who are loathe to seek medical attention. That is why many researchers continue to push for wider adoption of at-home molecular tests.
Enabling people to test at home holds particular promise for the diagnosis of sexually transmitted infections. Personal fears and societal taboos often present obstacles to effective screening and treatment for these infections. With at-home diagnostics, “people can do it in the privacy of their own homes”, says Deborah Dean, an infectious-disease specialist at the University of California, San Francisco, who previously collaborated with Lucira to study prototype LAMP tests for gonorrhoea and chlamydia2. “They don’t have the stigma of going to a clinic, and having everybody else in the waiting room wondering why they’re there.”
Juliet Iwelunmor sees opportunities to harness the power of LAMP testing in low-resource settings. A global-health researcher at Washington University School of Medicine in St. Louis, Missouri, Iwelunmor is leading an initiative to introduce LAMP testing for human papillomavirus (HPV), a leading cause of cervical cancer, in Nigeria, where she grew up. An estimated 3.5% of women in the country harbour HPV infections, but less than 15% of the population are ever tested. Iwelunmor’s goal is to reduce the per-test cost to below $5. “We’re trying to make LAMP as cheap and easy as possible,” she says.
Other efforts are aiming to bring LAMP-based assays to sub-Saharan Africa for two mosquito-borne viral diseases: Zika and chikungunya.
The benefits of LAMP testing can also be seen in countries with greater resources but fragmented health-care systems. A notable example is the Home Test to Treat programme, which launched in 2023 with funding from the US National Institute of Biomedical Imaging and Bioengineering (NIBIB) with the goal of distributing free Lucira by Pfizer test kits to vulnerable communities across the United States. Those who test positive for the viruses can then receive free telehealth consultations and, when appropriate, have antiviral treatments such as Paxlovid (nirmatrelvir and ritonavir) or Tamiflu (oseltamivir) delivered to their homes or local pharmacies.
Before the advent of at-home molecular testing, a definitive diagnosis of influenza relied on a PCR assay, with lab confirmation often required to initiate treatment with Tamiflu — a drug that is most effective when administered shortly after the onset of symptoms. Few people ever get tested, however, and antivirals are an underused weapon.
The distribution of Lucira by Pfizer tests, paired with telemedicine services, removes this barrier. “It allows them to receive care without going to a clinician’s office,” says Apurv Soni, a digital-health researcher at the UMass Chan Medical School in Worcester, Massachusetts, who is leading the analysis of the Home Test to Treat clinical data.
The dual-purpose LAMP test offers the unprecedented ability to quickly differentiate between two respiratory viruses that often present with similar symptoms, yet require distinct treatment approaches. “That’s a tremendous advantage,” Soni says. “You can pick up infections early on and initiate the appropriate treatment in a timely manner.”
So far, the Home Test to Treat programme has distributed LAMP tests to tens of thousands of study participants, identifying infections early and providing antiviral medication to many individuals — evidence, according to NIBIB director Bruce Tromberg, of the technology’s public-health benefit. But will that be enough to convince consumers and insurance providers to pick up the diagnostic tab when the government is not footing the bill? “This is one of the key questions,” Tromberg says. “Now that we’ve created a consumer awareness, will it be sustainable?”
Mitra left Lucira in November 2022 and no longer works on isothermal diagnostics. He now leads technology development at a cannabis-testing firm called Hound Labs, in Fremont, California. Despite his shift away from LAMP testing, he continues to closely monitor the industry that his innovations helped to unleash.
“My hope is that at-home testing becomes routine and regular beyond the pandemic,” Mitra says. Yet his tenure at Lucira has imbued him with a pragmatic outlook on the adoption of isothermal tests. He recognizes that the intricacies and bureaucratic hurdles in health-care systems often dictate the use of new technologies more than their clinical merits alone. “Technology,” Mitra observes, “never gets used in a vacuum.”
An important part of how we test TVs at TechRadar is subjective testing. That’s the part of the process where our reviewers run the best TVs through tests looking at picture quality, sound quality, gaming features, smart TV features and more. To test picture quality, we use 4K Blu-ray and streaming, HD Blu-ray and streaming and lower-resolution sources such as DVD.
The specific movies, TV shows, and other media we use are important for our picture quality tests. We’ll use the same scenes for reference across every TV or projector because we know what to look out for when it comes to contrast, black levels, color accuracy, motion, brightness and more using these scenes. And it’s not just picture quality – we’ll also use some of these movie scenes to test the TV’s built-in audio quality.
The movies and scenes we use vary from reviewer to reviewer (apart from one disc that I’ll get into later) but will have been carefully picked as references because they can quickly show a TV’s strengths and weaknesses on the criteria listed above.
Here are the four movies (a mixture of both SDR and HDR across discs and streaming) that I use whenever I’m testing a new TV, along with a bonus disc at the end that no reviewer can live without.
1. The Batman
The Batman (pictured) is excellent for showing black level and shadow detail. (Image credit: Future)
For me, The Batman, the 2022 movie starring Robert Pattinson and Zoë Kravitz, is an excellent resource for testing several aspects of a TV’s picture. An extremely grainy, dark and gritty movie, The Batman used “available natural light” and is “an urban noir film”, according to cinematographer Greg Fraisier ACS ASC (via Cinematography World). The film is also mastered at a very dim 400 nits (most movies are mastered at 1,000 nits).
The Batman is a no-brainer for testing shadow detail and black levels on a TV. If a set can reveal the details and textures in such a dark movie by keeping dark tones accurate, it’s a big positive. Much of the movie takes place at night, so it’s also great for testing black uniformity – the ability to evenly display dark tones across the screen. This is usually no problem for the best OLED TVs but can be a real issue for edge-lit LED TVs such as the Samsung CU8000, for instance, which makes black areas in images appear gray and cloudy instead.
There’s a noticeable amount of grain in The Batman – an intentional choice by the director – but the movie still aims to maintain true-to-life skin tones and textures. That’s why I use it to test a TV’s digital processing to see if it reduces grain too much, giving the image an artificially clean look – something that typically happens in picture modes such as Standard and Vivid.
Along with picture quality, The Batman is excellent for testing audio. The speech is a bit mumbled (again, maybe intentionally?), so it’s a great disc to test dialogue clarity. There’s also the brilliant Batmobile chase scene, which can test the power and weight of a TV’s built-in audio, primarily through the rumble of the Batmobile’s roaring engine.
2. Top Gun: Maverick
Top Gun: Maverick (pictured) is good for showcasing daylight scenes and skin tones. (Image credit: Future)
Top Gun: Maverick, the sequel to 1986’s Top Gun (both starring Tom Cruise), is almost polar opposite to The Batman. Both of these 4K Blu-rays are excellent for evaluating skin tones and a TV’s ability to display true-to-life textures. But a lot of Maverick is shot during the day, so it lets me see how a TV handles those characteristics in a well-lit scene.
The main reason I use Maverick, though, is to test motion. In 2018, Tom Cruise commented on TV motion settings, saying “it takes the cinematic look out of any image and makes it look like a soap opera shot on a cheap video camera” (via BBC News). He made these comments whilst shooting Top Gun Maverick, so clearly natural-looking cinematic fast-paced action was what he was aiming for.
Maverick is filled with plenty of long, panning shots – across landscapes, following cascading, rolling jets and even boats and motorcycles. There are also plenty of intense flight scenes including the first ‘dogfight’ training mission, which I use a lot. This sequence lets me easily see if motion looks smooth or choppy on a TV. When using Filmmaker Mode (generally the most accurate TV picture preset), motion smoothing settings get turned off and that’s a real challenge for TVs. More premium models tend to handle this fine, whereas more budget sets, contrary to what Mr. Cruise says, need a bit of motion help via blur and judder reduction adjustments.
Again, this disc is one I use not just for picture quality tests but audio as well because, you guessed it, jet engines make a fantastic workout for a TV’s built-in speakers. Also, it has many shots of jets flying across the screen, which tests the TV’s soundstage (the wider the better), virtual surround sound, and the positioning of sound effects relative to the on-screen action.
3. Star Wars: The Last Jedi
Star Wars: The Last Jedi demonstrates color, particularly in the scene pictured above. (Image credit: Future)
Despite what many people think of Star Wars: The Last Jedi, it is a wonderfully shot and beautiful-looking movie. Details, motion, contrast – you name it, this movie has it. However, I use it for one test in particular: color.
In the ‘throne room’ fight scene between Rey, Kylo Ren and the red-suited guards late in the movie, so much dynamic and punchy color appears on screen and it really tests a TV’s color rendition. In particular, this scene uses the color red (the guards’ armor, the walls of the room, Kylo Ren’s lightsaber) and it can reveal a TV’s color strengths and weaknesses. Budget models often display a more faded and dull hue whereas more premium sets provide the eye-catching red I’m looking for, though without oversaturation.
The lightsabers are another excellent test for color. Several scenes make these the focal point of the shot and can be very useful for showing a TV’s effectiveness in displaying HDR highlights. TVs I’ve tested that have handled this successfully include OLEDs such as the Panasonic MZ2000, Philips OLED808 and LG G3.
4. The Amazing Spider-Man
The Amazing Spider-Man (pictured) DVD is good for showing a TV’s upscaling. (Image credit: Future)
This choice is less about the movie itself and more about a legacy format: DVD. The Amazing Spider-Man is a superb-looking movie, but not all 4K TVs handle it equally. Textures can appear soft and fuzzy – unsurprising considering the picture needs to be heavily upscaled.
A good 4K TV will provide blur-free upscaling and sharpen textures to give more life and punch to the picture. On larger screens such as the best 65-inch TVs, 4K upscaling of a standard-definition image will never be perfect, but a good TV should be able to make a DVD watchable.
The Amazing Spider-Man is a colorful, fast-paced movie with plenty of alternating day and night sequences, so it covers all the picture quality testing bases. More importantly, the DVD version tests a TV’s upscaling to see if it can bring a vivid visual punch to the movie even from a lower-resolution source.
Bonus disc: Spears & Munsil UHD Benchmark 4K Blu-ray
The Spears & Munsil 4K Blu-ray (demo footage pictured) is a testing essential. (Image credit: Future)
Many readers will be unaware of Spears & Munsil UHD Benchmark 4K Blu-ray, but it is an essential disc for TV reviewers. Spread across three discs, it is designed to test every performance aspect of a TV. The UHD Benchmark features test patterns for color gamut, grayscale, sharpness, motion, skin tones and much more, and for me is a must-have.
A section I regularly use is the demonstration material, a 7-minute reel of footage mastered in all HDR formats – HDR10, HDR10+, Dolby Vision – that highlights every area of a TV’s picture performance mentioned above. Snowy scenes reveal how a TV handles vibrant whites, night landscapes show its ability to reproduce a truly black sky, while animal shots contain intricate textures and details in feathers and scales.
This disc will enable home theater enthusiasts to calibrate their TVs for the absolute best picture and is highly recommended.