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AWS AWS Marketplace Start building voice intelligence with AssemblyAI’s speech-to-text model from AWS Marketplace https://aws.amazon.com/blogs/awsmarketplace/start-building-voice-intelligence-with-assemblyais-speech-to-text-model-from-aws-marketplace/ This post shows how to get started with AssemblyAI s APIs from AWS Marketplace and build initial proofs of concept POCs by calling these model APIs in a few steps 2025-04-16 19:06:45
AWS AWS Machine Learning Blog Host concurrent LLMs with LoRAX https://aws.amazon.com/blogs/machine-learning/host-concurrent-llms-with-lorax/ In this post we explore how Low Rank Adaptation LoRA can be used to address these challenges effectively Specifically we discuss using LoRA serving with LoRA eXchange LoRAX and Amazon Elastic Compute Cloud Amazon EC GPU instances allowing organizations to efficiently manage and serve their growing portfolio of fine tuned models optimize costs and provide seamless performance for their customers 2025-04-16 19:53:20
AWS AWS Machine Learning Blog Build a computer vision-based asset inventory application with low or no training https://aws.amazon.com/blogs/machine-learning/build-a-computer-vision-based-asset-inventory-application-with-low-or-no-training/ In this post we present a solution using generative AI and large language models LLMs to alleviate the time consuming and labor intensive tasks required to build a computer vision application enabling you to immediately start taking pictures of your asset labels and extract the necessary information to update the inventory using AWS services 2025-04-16 19:49:33
AWS AWS Express Brokers for Amazon Managed Streaming for Apache Kafka | Amazon Web Services https://www.youtube.com/watch?v=MQjFmxmtXQg Express Brokers for Amazon MSK is now generally available With x more throughput x faster scaling up to faster recovery compared to Standard Apache Kafka brokers 2025-04-16 19:04:14
海外TECH Ars Technica Government IT whistleblower calls out DOGE, says he was threatened at home https://arstechnica.com/tech-policy/2025/04/government-it-whistleblower-calls-out-doge-says-he-was-threatened-at-home/ Stay out of DOGE s way IT worker details how Musk group infiltrated US agency 2025-04-16 19:04:46
海外TECH AppleInsider - Frontpage News Don't wait to update: iOS 18.4.1 addresses two actively exploited vulnerabilities https://appleinsider.com/articles/25/04/16/dont-wait-to-update-ios-1841-addresses-two-actively-exploited-vulnerabilities?utm_medium=rss The iOS update contains security fixes for vulnerabilities that may have been used in sophisticated attacks Here s why you should update iOS fixes two actively exploited vulnerabilities On Wednesday more than two weeks after the launch of iOS Apple released iOS Though the update itself is relatively minor with only a CarPlay fix and no new features the software includes two significant security patches Subscribe to AppleInsider on YouTube Continue Reading on AppleInsider Discuss on our Forums 2025-04-16 19:19:23
海外TECH Engadget The 2026 Subaru Trailseeker EV has solid 4X4 bonafides but mediocre range https://www.engadget.com/transportation/evs/the-2026-subaru-trailseeker-ev-has-solid-4x4-bonafides-but-mediocre-range-132516217.html?src=rss Subaru has unveiled its second ever EV the Trailseeker at the New York International Auto Show It s a slightly larger version of the company s first electric vehicle the Solterra and is likely based on the same platform ーalso used by Toyota with its BZX electric SUV You can see a few images we grabbed of the new vehicle at the Auto Show this morning right here The Trailseeker is taller than the Solterra and has more cargo area but otherwise resembles that model with similar body creases along the doors and rear fender It also has the same type of plastic panels around the fenders which was something of a polarizing feature on the Solterra nbsp Range isn t the Trailseeker s strong point as it s equipped with a smallish kWh lithium ion battery and tops out at just miles Charging won t be blazingly fast either as it s limited to kW However the electric SUV will be able to handle fast charging in cold or warm conditions thanks to a battery preconditioning system and you ll be able to pull up to any Supercharger thanks to the NACS port and Subaru s arrangement with Tesla nbsp SubaruThe Trailseeker does seem to have the goods when it comes to performance and offroading though It uses a symmetrical all wheel drive system with dual motors putting out a combined HP that propel it from mph in seconds It also comes standard with inches of ground clearance and the company s X Mode system with settings for snow dirt deep snow mud grip control and downhill assist control nbsp nbsp It s also loaded with driver assist tech powered by the company s EyeSight system That includes pre collision braking front cross traffic alert blind spot monitors lane departure alert a panoramic view monitor emergency stop assist traffic jam assist lane change assist and adaptive cruise control SubaruThe interior looks fairly plain but it does feature a inch touchscreen the largest on any Subaru to date In a nod to its techie market the EV also offers a wide center console that quot provides a centralized hub for devices and personal items for easy storage quot the company said That includes two W chargers two fast USB C chargers for rear passengers plus Apple CarPlay and Android Auto support nbsp Pricing will be announced in quot early quot according to Subaru However it s likely to be more expensive than the company s Solterra which currently starts at before any tax credits and ahead of any future tariffs levied on Japanese imports nbsp This article originally appeared on Engadget at 2025-04-16 19:54:46
海外TECH Engadget iOS 18.4.1 patches two iPhone security flaws used in 'extremely sophisticated' attacks https://www.engadget.com/mobile/smartphones/ios-1841-patches-two-iphone-security-flaws-used-in-extremely-sophisticated-attacks-194922877.html?src=rss On Wednesday Apple pushed updates to most of its platforms iOS iPadOS macOS tvOS and visionOS They contain two security fixes for flaws that may have been used in real world attacks so it s wise to update your devices without too much delay Apple is aware of a report that both security issues may have been exploited in an extremely sophisticated attack against specific targeted individuals on iOS One patched bug is in Apple s audio framework CoreAudio This memory corruption issue allowed malicious media files to execute code when processed as audio streams The other relates to the Remote Participant Audio Control RPAC framework which lets communications apps manage audio streams That flaw allowed an attacker with arbitrary read write capabilities to bypass Pointer Authentication a security feature in Apple s processors Apple strongly advises all users to update their devices This article originally appeared on Engadget at 2025-04-16 19:49:22
海外TECH Engadget Deezer reports 18 percent of the music uploaded to its service every day is AI-generated https://www.engadget.com/ai/deezer-reports-18-percent-of-the-music-uploaded-to-its-service-every-day-is-ai-generated-193652533.html?src=rss Deezer a Spotify alternative that launched in the US in shared on Wednesday that completely AI generated tracks are added to its music service on a daily basis making up over of all uploaded content the platform receives every day Like other streaming services Deezer offers methods for independent artists to upload their own music without having to be part of a larger licensing deal with a record label While that lowers some barriers it also leaves the door open for music that isn t made by people at all Clearly people are taking advantage of the option Deezer introduced a tool for detecting and tagging AI generated content in January when at the time AI generated music only made up percent of uploads The tool is helpful but it feels like a stopgap until there s consensus on whether AI generated tracks should be allowed to exist in the first place AI companies contend that training on existing books movies music and internet ephemera is fair use but many of the people who made that material feel differently In terms of pushback AI music startups Suno and Udio were sued by record labels for copyright infringement in and artists have spoken out about unlicensed AI training but there s yet to be ruling that sets the new legal standard nbsp Deezer also isn t alone in dealing with an infestation of AI generated content It s well documented at this point that Spotify has the same issue Subscribers have highlighted dozens of instances of AI generated tracks that were clearly uploaded to try and game Spotify s popular weekly playlists and while Spotify has removed some copycat tracks when artists have complained the company has no qualms with hosting AI music nbsp If creators are using these technologies ーwhere they are creating music in a legal way that we reimburse and people listen to them ーand are successful we should let people listen to them Spotify co president Gustav S derstr m shared on a Big Technology podcast episode from November nbsp This article originally appeared on Engadget at 2025-04-16 19:36:52
海外TECH Engadget The best gaming handhelds for 2025 https://www.engadget.com/gaming/best-handheld-gaming-system-140018863.html?src=rss Handheld gaming systems are having a moment While people have been gaming on the go since the halcyon days of the Game Boy recent years have brought an avalanche of devices that let you play all sorts of games anywhere you want But new machines seem to arrive every week and figuring out which ones are actually worth buying can be overwhelming You already know that the Nintendo Switch is great but depending on your tastes the right handheld could be a emulator or an portable PC To help you narrow things down we ve spent months researching the best handheld gaming consoles and testing several top contenders Here are the ones we like the most right now Editor s note We ve made a few minor tweaks for clarity and ensured our top picks are still accurate We ve also started the process of testing the new Retroid Pocket Flip which is essentially a variant of the Retroid Pocket with a Nintendo DS style flip design and the TrimUI Brick a more affordable emulation handheld that s meant to resemble a Game Boy We aim to give verdicts on those in the coming weeks Looming over everything though is the Trump administration s newly imposed tariffs and forthcoming repeal of the de minimis exemption for shipments from China While these policies are likely to increase the prices of consumer electronics in the US more broadly or lead some companies to simply halt sales in the US altogether they d have a particularly massive impact on gaming handhelds like the Retroid Pocket and AYN Odin that are built and sold directly by companies based in China Since our last update the Trump administration has temporarily exempted certain smartphones PCs and other electronics from its most severe tariffs but said those imports will be subject to a separate sectoral levy in the future Video game consoles meanwhile are not included in any current exceptions Hongkong Post has begun suspending mail services to the US as well though at least one private courier DHL has said it will continue processing shipments As we write this the prices of our top picks have not changed If and when any alterations do occur we ll update this guide accordingly Table of contents Best gaming handhelds for Other gaming handhelds we ve tested What to know about the gaming handheld market Best handheld gaming devices for Other gaming handhelds we ve tested The MSI Claw AI Sam Rutherford for Engadget Note This is a selection of noteworthy gaming handhelds we ve tested not a comprehensive list of everything we ve ever tried MSI Claw AI The original MSI Claw was a flop but the newer Claw AI is much more appealing if you re willing to pay for a larger and slightly more powerful alternative to the ASUS ROG Ally X With its Intel Core Ultra V chip and GB of RAM it typically pumped out to percent higher frame rates than other high end models like the Ally X and Lenovo Legion Go in our testing Battery life is relatively strong while its inch Hz IPS display is plenty bright and supports VRR There are smooth Hall effect thumbsticks and triggers two Thunderbolt ports and a built in fingerprint sensor beyond that The Claw s main issue is its price At it s hard to justify over the ROG Ally X which is already too expensive for most people ASUS handheld is smaller lighter and generally more portable on top of thatーthough the Claw is thinner ーand its Armoury Crate software while far from perfect is still a bit more polished than MSI s Center M hub There s also a smaller inch version of this handheld for but we haven t tested that one yet The Lenovo Legion Go Photo by Sam Rutherford Engadget Lenovo Legion Go The Lenovo Legion Go is another capable alternative to the ASUS ROG Ally X with an even larger display It runs on the same Ryzen Z Extreme chip and offers a similar set of performance modes but it has a mondo sized inch panel with a sharper x resolution and a higher Hz refresh rate It also borrows some ideas from the Switch including detachable controllers and a built in kickstand for playing games in a tabletop mode Those controllers have touchpads to make navigating Windows a little easier something the ROG Ally X lacks But it s still a Windows handheld and Lenovo s software tweaks aren t as intuitive as what ASUS has done with Armoury Crate so the UX can feel half baked by comparison The jumbo design is bulkier and heavier than the ROG Ally X so some will find it too fatiguing to hold Its fans are louder as well plus the display lacks VRR Lenovo teased a Legion Go at CES earlier this year though it hasn t shared a release date or pricing details as of our latest update The Lenovo Legion Go S Sam Rutherford for Engadget Lenovo Legion Go S Windows version The Lenovo Legion Go S has a relatively comfortable design and a commendable inch Hz display but its performance lags too far behind the ROG Ally X Claw AI and original Legion Go for a device priced at Windows is still as clunky as ever too We re more excited to test the SteamOS version that s scheduled to arrive in May as that should be one of the first non Valve devices to utilize the Steam Deck s software The Ayaneo Flip DS Photo by Jeff Dunn Engadget Ayaneo Flip DS The Ayaneo Flip DS is a cool concept a powerful Windows machine with a clamshell design and dual displays sort of like a supercharged Nintendo DS It feels sturdy it performs roughly on par with the other Ryzen U or U handhelds in this guide and its inch top display is sharp fast and bright The second screen makes it a natural fit for emulating Wii U or DS games but you could also say look up a guide or play a YouTube video without having to close whatever you re playing nbsp Unfortunately this is more of a neat idea than a fully thought out product The folding design means that the joysticks have to be short and recessed while the face buttons and d pad are uncomfortably flat The whole thing is overly thick and heavy plus it runs very hot Battery life tops out around two hours and actually managing two displays on a Windows handheld is about as clunky as you d expect With prices starting above the Flip DS is hard to recommend unless you re oddly desperate for a handheld Wii U emulator We re always happy to see more weird hardware though The Ayaneo Kun Photo by James Trew Engadget Ayaneo Kun The Ayaneo Kun is among the most decadent Windows handhelds we ve tested With a sharp inch display a Ryzen U chip up to GB of RAM up to TB of storage a sizable Wh battery and a W max TDP it s both a capable gaming device and a feasible replacement for a desktop PC But it costs well over it s huge and it suffers from the usual Windows related issues It also lacks VRR It s still a fine device if money is truly no object but it s more handheld than most need The ROG Ally X is a much better value This is technically an older model for Ayaneo too as the company seems to launch a new handheld every other hour these days Ayaneo S The Ayaneo S is another high power Windows handheld with a sharper display and higher configuration options than the ROG Ally X It also uses the same chip as the Kun above But it s limited to a Hz refresh rate and costs a few hundred dollars extra Ayaneo announced a decked out successor called the Ayaneo toward the end of we ll try to test that one out when it becomes widely available nbsp The Retroid Pocket Mini bottom and Retroid Pocket Jeff Dunn for Engadget Retroid Pocket Mini The Retroid Pocket Mini is essentially a smaller version of the Retroid Pocket It runs on the same Snapdragon chip and feels just as sturdy but it has a smaller inch display with a aspect ratio This makes it a more natural fit for older retro consoles as you won t get the black boxes you d see on a display like the one on the Pocket If you mainly want to emulate systems like the SNES Sega Genesis or Game Boy Color and don t mind paying extra for a rich OLED display it s a good little device But the tiny screen is limiting if you ever want to play newer games and we wish there wasn t so much empty space around the display nbsp This device has also generated some controversy within the retro gaming community for having persistent issues with inaccurate shaders and for the slapdash way Retroid has handled the matter That shouldn t be a dealbreaker for most people but those who prefer to use effects like those should look elsewhere nbsp Retroid Pocket Pro and Retroid Pocket The inch Retroid Pocket Pro is the predecessor to the Pocket Its performance isn t significantly far off the newer model so it remains a nice value if you re determined to spend less than on an emulation device It misses out on the larger OLED display and more ergonomically friendly design of its follow up however The base Pocket may also be worth a look if you want to stay under but its weaker chip makes it less adept at emulating games from the PS GameCube and up The Anbernic RGXX Plus Photo by Jeff Dunn Engadget Miyoo Mini Plus The Miyoo Mini Plus is a highly affordable handheld with a well built Game Boy style form factor that fits nicely with older games Its inch display really pops for something in the to range its battery lasts as long as it needs to and it can emulate consoles up to the original PlayStation without much issue Its Linux based software is extensively customizable though it requires some tinkering to get it working optimally Like many cheapo handhelds it also lacks fast charging Still of the many Game Boy like emulation devices floating around the budget end of the market it s the one we d recommend first Since it s from a smaller Chinese firm and isn t available at major retailers however it can be difficult to actually buy Anbernic RGXX Plus The Anbernic RGXX Plus is another wallet friendly vertical handheld For about the same price as the Miyoo Mini Plus it offers a faster chipset more RAM and a bigger battery alongside a similarly impressive design Its stock OS is overly sloppy and cheap looking however and while the stronger processor is nice the small screen and lack of analog sticks means you won t want to emulate much beyond the PS anyway The Anbernic RGXXSP Jeff Dunn for Engadget Anbernic RGXXSP The Anbernic RGXXSP is a variant of the RGXX Plus based on the same internals only it apes the clamshell form factor of the old Game Boy Advance SP That s a great design to rip off if you must pick one and the hardware doesn t feel nearly as cheap as its ish price tag would suggest But the software issues noted above still apply both here and with the many other devices in the same RGXX family We ve also seen several user reports of quality control issues with the RGXXSP s battery which is automatically disqualifying Anbernic RGM The Anbernic RGM is another handheld with a inch display and a pleasing metal frame It s an OK alternative to the Retroid Pocket Mini if you want a little more screen space for less but it s slower and it lacks the Mini s OLED display We find the Retroid s grooved back to be comfier to hold over time as well The PlayStation Portal Photo by Devindra Hardawar Engadget PlayStation Portal The PlayStation Portal is an odd accessory that s designed to stream games from a PlayStation It lacks built in apps so it doesn t support traditional emulation Because it s entirely dependent on the quality of your home Wi Fi we can t guarantee how well it ll actually perform It doesn t work with Bluetooth earbuds either nbsp The inch display is fine and the DualSense style controls are great so PlayStation diehards who want a second screen for local PS streaming may see the appeal Sony recently added the ability to stream a selection of games via the cloud which is a step in the right direction but you need an expensive PlayStation Plus Premium subscription to take advantage In general there s little here that you can t do with a smartphone and mobile game controller so most people are better off saving their Logitech G Cloud The Logitech G Cloud would ve been a great Android pick when it launched if it cost about less Its inch p display is bright vibrant and generally more pleasing to look at than the panel on the AYN Odin its battery lasts a good to hours per charge and its design is comfy to hold for hours at a time Alas the G Cloud still tends to cost between and which is just too much when the Retroid Pocket offers more power at a lower price What to know about the gaming handheld market Jeff Dunn Engadget You can break down the gaming handheld market into three broad tiers At the top you have x based portable gaming PCs like the Steam Deck or ASUS ROG Ally X These are the most powerful handhelds you can buy as they seek to replicate the experience of a moderately specced gaming desktop The Steam Deck runs on the Linux operating system but most others use Windows If you want to play modern recently released PC games on the go and need something stronger than a Switch this is the type of device you d get They can also emulate the widest range of retro consoles They re typically the largest and most cumbersome devices to hold however and their battery life can be short Naturally they re also the most expensive costing anywhere from to more than Further down on the price spectrum are mobile handhelds like the Logitech G Cloud or Retroid Pocket These devices often run Android or Linux and can range from under to ish They aren t equipped to play modern console or PC titles but they re usually more compact than a portable PC and you can still use them for mobile games and cloud streaming While most are marketed toward those ends many gamers actually buy them to emulate classic games through software like RetroArch Getting emulators to work can be complicated and accessing the BIOS and ROM files required to play games this way is legally murky One lawsuit from Nintendo recently led to the shutdown of the most prominent Switch and DS emulators for instance Engadget does not condone piracy Backing up files of games you already own for personal use only is considered more defensible though so for that a mobile handheld can be a more user and wallet friendly way to play the classics ーprovided you don t want to just use your phone We ll call the last tier handhelds that do their own thing This is a catch all for things like the Switch or Playdate portable devices that run heavily customized software and aim to provide a unique gaming experience They aren t necessarily ideal for emulation or playing the latest multiplatform titles instead they often have distinct game libraries They might not have the widest appeal as a result Switch excluded but they re often easier for less tech literate folks to just pick up and use Recent updates March We ve edited this guide for clarity and added testing notes for the MSI Claw AI and Lenovo Legion Go S Windows version Our main picks are unchanged Looking ahead we re keeping an eye on upcoming Windows handhelds from Acer and Ayaneo a pair of new emulation devices from Retroid the first third party devices to ship with SteamOS and more machines that run on AMD s Ryzen Z chips among others nbsp January We have a new top pick among emulation focused handhelds the Retroid Pocket Beyond that we ve added notes on a few other devices we ve tested including the Retroid Pocket Mini and Anbernic RGXXSP lightly edited other blurbs to reflect changes in the market and removed a couple write ups for products that ve been discontinued We re also keeping an eye on new handhelds that ve recently been announced or are strongly rumored to arrive in the near future including devices from MSI and Lenovo August We ve replaced the ASUS ROG Ally our prior pick for the best Windows gaming handheld with the new and improved ROG Ally X We ve also checked to make sure all availability and pricing details noted throughout the guide are accurate June We ve updated this guide to ensure all of our recommendations are up to date adding a note on ASUS upcoming ROG Ally X in the process We ve also included details on two new handhelds we ve tested since our previous update the MSI Claw and Ayaneo Flip DS Staying on top of this market is a tall task but we re currently looking at recent noteworthy releases like the PSP esque AYN Odin Mini and the GBA style Anbernic RGXXSP as well This article originally appeared on Engadget at 2025-04-16 19:00:38
科学 NYT > Science RFK Jr. Calls Autism ‘Preventable,’ Drawing Ire From Researchers https://www.nytimes.com/2025/04/16/us/politics/rfk-jr-autism.html The health secretary said he would prioritize studies into environmental causes while harshly discounting other factors scientists say are likely contributing to rising rates of the condition 2025-04-16 19:45:05
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