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科技热榜

  • 01
    priPrinter:一个「打印前编辑器」,裁剪、标注、多页合一,确认好了再打印
    很多人都有过这样的经历:打印网页时,最后几行广告单独占了一页;打印 PDF 或 PPT 讲义,打完才发现其实两页、四页合一就足够清晰;合同和资料里,还总会多出一些没必要的页眉页脚信息…… 这些问题往往不是文件本身造成的,而是打印之前缺少了最后一次检查和调整的步骤。 而 priPrinter 正是为解青小蛙
  • 02
    aria2 下一代?Aria2 Next 原生支持 .m3u8、电驴下载
    十多年来,aria2 一直是功能最强大的开源下载引擎之一,但它已经 3 年多没有更新了。@Appinn 有开发者基于 aria2 分支创建了新项目:Aria2 Next,宣称是重新定义下一代 aria2,修复了大量遗留问题、更新了底层架构,还加入了原生 .m3u8、DASH 和 ED2K(电驴)下载青小蛙
  • 03
    Hermes 提供 7 款免费模型,从安装到选择模型
    Hermes 是与 OpenClaw 类似的 AI Agent 软件,目前提供了七款免费模型,只需要在 hemers models 直接登录 Nous Portal 即可使用,但需要绑定信用卡。@Appinn 目前提供的模型(2026年9月25日): 注意免费模型会实时变化,此前还限免过 tence青小蛙
  • 04
    F-Droid 2.0 发布:十年来最大更新,中文搜索、自动更新都来了
    F-Droid 是 Android 上非常老牌的开源应用商店,专门收录自由、开源应用。@Appinn 2026年9月24日,经过一年多开发和 14 个测试版本之后,F-Droid 2.0 正式发布(官网介绍)。官方称这是 F-Droid 十年来最大的一次更新。 这次最大的感觉,就是 F-Droid青小蛙
  • 05
    真的给 AI 一部手机,它会自己用吗?
    有人做了个 XPhoneUse,专门给 Codex、Claude 这些 Agent 提供操作手机的“眼睛和手”。 给 AI 一部真实手机去操作,已经这么简单了么? 然后,就可以直接说了:我现在要测试一下能力:进入手机多邻国,完成一项日语学习任务 它完成了! 感谢 @jkindle 同学推荐的工具,相青小蛙
  • 06
    本周赛博领鸡蛋:9.25~10.1《阿斯特赖亚》《钢铁指挥官》《卡牌末日》
    本周赛博领鸡蛋,Epic 免费游戏一共有 2 款电脑游戏 + 1 款手机游戏。电脑端是《阿斯特赖亚》《钢铁指挥官》,手机端则是《卡牌末日》,Android 与 iOS 都可以领取,其中《阿斯特赖亚》此前曾经送过一次。@Appinn 《阿斯特赖亚》/ Astrea: Six-Sided Oracles青小蛙
  • 07
    把一个空盒子发给 AI,它会用代表你的东西装满它
    这个太有趣了!把一个空盒子发给你常用的 AI,然后对 AI 说:在盒子里装满能代表我的东西, 并用我最喜欢的颜色来设计它。 你就会得到一个装满你心爱之物的盒子,还有漂亮的颜色。 ​​​​ 这就是那个铁盒子: 来看看 @Akemi Homua 同学的盒子: 还有@陈少举同学的盒子: 要分享你的盒子么?青小蛙
  • 08
    MicYou – 将安卓手机变成高质量电脑麦克风
    青小蛙有一台台式机电脑,但没有麦克风,于是就不能使用语音输入法了 。 如果我自己使用,倒也无所谓,因为我会盲打!但是小朋友不会,他只会语音输入法,问题出现了:我该怎么给他搞一个麦克风呢? 在真正动手买麦克风之前,可以先尝试用安卓手机充当麦克风,于是发现了 MicYou。 MicYou –青小蛙
  • 09
    彻底告别摇一摇广告:iOS 27.2 Beta2 新增应用权限:限制运动数据,屏蔽加速度计与陀螺仪
    在最新的 iOS 27.2 Beta2 中,苹果为中国区用户新增了一项特殊权限:限制运动数据(Restrict Motion Data),可以将任何有摇一摇广告的应用添加进去,就再也不会触发莫名其妙的广告了。 这一波,给苹果点赞! 入口:设置 → 隐私与安全 → 运动与健身, 滑倒最底下就能看到,直青小蛙
  • 10
    WordPress 爆出 9.2 分严重安全漏洞|CVE-2026-87902
    2026年9月23日,WordPress 爆出 9.2 分的严重安全漏洞,攻击者无需登录即可在服务器上运行代码。漏洞编号 CVE-2026-87902,请务必升级至最新版本 7.1.2。@Appinn 根据 W3Techs 2026 年 9 月 22 日的最新统计,全球约 40.2% 的网站都在使用青小蛙
11小时前更新
  • 01
    Apple owes Taction $5.7B after losing haptic feedback IP trial
    An intellectual property lawsuit over the Apple Watch's Taptic Engine has resulted in a loss for Apple, as a jury ruled that it owes Taction more than $5.7 billion for infringing patents. Apple's Taptic Engine - Image Credit: Apple Apple and many other device manufacturers rely on haptic feedback to alert users that they have pressed a button successfully, as well as for alerts and message notifications. However, Apple's implementation of the concept has resulted in a very hefty legal bill. In AMalcolm Owen <malcolm@appleinsider.com>
  • 02
    Save $200 on Apple Watch Ultra 3 with Milanese Loop while supplies last
    Amazon is clearing out Apple Watch Ultra 3 inventory, with the premium Milanese Loop style $200 off while supplies last. Save $200 on this Apple Watch Ultra 3 while supplies last - Image credit: Apple You can grab the blowout deal on the Black Titanium Case style with a Black Titanium Milanese Loop Band in size Large. Marked down to $699.97 after a $200 discount, units are in stock now with delivery as early as tomorrow, depending on your shipping address. Save $200 on Apple Watch Ultra 3 ContinChristine McKee <christine@appleinsider.com>
  • 03
    Thousands of banks can now sue over Apple Pay fees in one antitrust case
    Thousands of U.S. banks and credit unions can pursue their Apple Pay fee claims together after a federal judge certified their antitrust lawsuit as a class action. Using Apple Pay at a payment terminal The financial institutions accuse Apple of blocking competing tap-to-pay wallets on iPhone while charging card issuers fees for transactions. They argue Apple could impose those fees because rival wallets couldn't compete for contactless payments on the iPhone. Judge Jeffrey White certified the clAndrew Orr <andreworr@appleinsider.com>
  • 04
    Apple Intelligence is coming to the the next entry-level iPad
    Apple's next low-cost iPad is shaping up to get a faster chip and the hardware needed to run Apple Intelligence . Apple's current iPad 11 The 12th-generation iPad is expected to bring Apple Intelligence and its Siri features to Apple's entry-level tablet. It could also gain faster cellular and wireless connectivity. This appears to be the same iPad that was rumored to release in early 2026. Continue Reading on AppleInsider | Discuss on our ForumsLou Hartle <news@appleinsider.com>
  • 05
    Interview: Why Ron Johnson says Apple had no choice but to gamble millions on retail
    Steve Jobs and Ron Johnson were mocked by business and finance press over the Apple Store, and in an interview with AppleInsider, Johnson reveals that if they hadn't opened them, Apple itself would not have survived. Ron Johnson (left) and Steve Jobs, circa 2001 - image and background shot of Apple Fifth Avenue credit: Apple. You've been in an Apple Store, or at least if you haven't, the odds are that there is one near you. These stores are everywhere, they are an unquestioned and unparalleled sWilliam Gallagher <wg@williamgallagher.com>
  • 06
    Apple's next HomePod mini won't get a redesign, but will get some new colors
    Apple's diminutive speaker is returning for a second generation, sporting the same spherical design in a few new colors. An approximation of Apple's new pink and green HomePod mini speakers The upcoming HomePod mini lineup swaps the current-gen yellow and orange for a new powder pink and forest green. Blue, black, and white will be making a return, though. The information originates from Apple's code, spotted by MacRumors contributor Aaron Perris. It showcases the product in the aforementioned cAmber Neely <amber@appleinsider.com>
  • 07
    iPad mini finally getting FaceTime camera move, leak suggests
    Leaked artwork of the next iPad mini shows its front camera on the long edge, a useful change for video calls that would bring the small tablet in line with other iPads. iPad mini The images reportedly come from Apple's code and show only the front of the device. They offer a glimpse of its layout, but leave the back and sides unseen. The current iPad mini's Center Stage camera sits on its short edge, so the lens ends up off to one side during landscape calls. Center Stage can keep you in frame,Andrew Orr <andreworr@appleinsider.com>
  • 08
    New Apple TV 4K leak confirms a very familiar form factor
    An image of the new Apple TV 4K hardware appears to have leaked, showing that there's nothing new on the outside. But big changes are rumored for the inside. The new Apple TV 4K is closer than ever The current Apple TV 4K was released in October 2022, and a new model has been rumored to be in the cards for some time. The model on store shelves today features an aging A15 Bionic chip and just 4GB of RAM. Now, the image file reported by MacRumors has revealed the new Apple TV 4K's upgrades will alOliver Haslam <oliver@monkeymanmedia.com>
  • 09
    Elton John announced as first Apple Music Hall gig
    Apple Music has announced which eight artists will be performing first at the new Apple Music Hall in London, beginning with Elton John on September 28, 2026. Apple Music Hall has announced its first program - image credit: Apple. Days after unveiling its spectacular new live concert venue in London, Apple Music has begun programming the venue. It's announced eight artists playing from September to the start of December, with ticketing starting shortly, assuming you can navigate the website. AppWilliam Gallagher <wg@williamgallagher.com>
  • 10
    Apple Watch Ultra 4 drops to $779 during weekend sale
    The lowest Apple Watch Ultra 4 price can be found at Amazon this weekend thanks to double-digit savings. Many new Apple Watch Ultra 4 styles are on sale this weekend. Pick up the robust Apple Watch Ultra 4 today and save $20 on select styles . Save on the Apple Watch Ultra 4 Continue Reading on AppleInsider | Discuss on our ForumsChristine McKee <christine@appleinsider.com>
  • 11
    Ron Johnson & buying iPhones in Apple Stores on the AppleInsider Podcast
    Apple's former head of Apple retail, Ron Johnson, has a book "Shop Different" and joins William on the latest AppleInsider Podcast for a guest interview. Also, your hosts discuss new Macs, perceived Apple failures, and more. Ron Johnson with the interior of Apple's iconic Fifth Avenue store - images credit: Apple. Ron Johnson was brought in to Apple by Steve Jobs to create the Apple Stores in what is now seen as a brilliant move, but back in the late 1990s and early 2000s, was believed to be AppWesley Hilliard <wes@appleinsider.com>
  • 12
    Higher prices are just making iPhones more desirable in India
    Far from hurting sales, raising iPhone prices has brought Apple growing market share in India, at least for now, and at least while it also has installment plans. Deirdre O'Brien (left) and Tim Cook open Apple BKC, the first Apple Store in India, back in 2023 (Source: Apple) Analysts have predictably yet plausibly argued that higher iPhone prices and no base iPhone 18 would hit Apple's bottom line . That may well be true in most places, but a new CNBC report says it definitely is not in India. RWilliam Gallagher <wg@williamgallagher.com>
  • 13
    How to leave iCloud without losing your data
    Skip one hidden step when you cut back or cancel iCloud and you could lose years of photos and messages before your account fully disconnects. Here's how to safely export iCloud data. Apple apps Before changing anything, you need to know what each iCloud service holds and what happens when synchronization stops. Settings presents iCloud as a single service, but several separate systems work behind that name. Some services synchronize live libraries or store files. Others back up devices or powerAndrew Orr <andreworr@appleinsider.com>
  • 14
    Apple Watch Ultra 4 review: An end-to-end health ecosystem
    Apple's new Health Sensing System for Apple Watch Ultra 4 means more accurate and more frequent health metric tracking. It feels like the peak offering of a device before a necessary complete redesign. Apple Watch Ultra 4 review: Better health features & AI Nearly every improvement made to Apple Watch Ultra 4 relates to health, fitness, and the ability to track those metrics. Even the longer battery life was pitched as a way to track metrics over a longer period of time. Tim Cook may have steppeWesley Hilliard <wes@appleinsider.com>
  • 15
    How to watch 'It's the Great Pumpkin, Charlie Brown' for free in 2026
    Join Charlie Brown, Snoopy, Linus, Lucy, and the rest of the gang and tune in to watch "It's the Great Pumpkin, Charlie Brown" for free for everybody on Apple TV. Here's how, and when. Watch 'It's the Great Pumpkin Charlie Brown' on Apple TV For many of us, Charlie Brown and the "Peanuts" gang mark some of our very first movie memories. That's why Apple TV is ensuring everyone can revisit those warm and fuzzy childhood feelings, regardless of whether they have an active Apple TV subscription. "IAmber Neely <amber@appleinsider.com>
  • 16
    Snoopy & Fraggles getting new holiday specials on Apple TV
    Snoopy and the Fraggles are heading back to Apple TV for a pair of new holiday adventures this winter. "Snoopy Presents: 12 Days of Snoopy" premieres on Apple TV on Friday, November 13 Apple TV is expanding its holiday lineup with new specials starring Snoopy and the Fraggles. Both join a collection of returning seasonal favorites available to stream throughout the holidays. Continue Reading on AppleInsider | Discuss on our ForumsAmber Neely <amber@appleinsider.com>
  • 17
    Amazon, B&H battle for the best price with $1,849 M5 MacBook Pro deal
    A month-end price war is in effect at Amazon and B&H, resulting in Apple's M5 MacBook Pro 14-inch dropping to $1,849. Plus save up to $600 on M5 Pro and M5 Max models. Apple's M5 MacBook Pro is $150 off in price war - Image credit: Apple B&H and Amazon are competing for your business today, with a $150 discount on Apple's 10-core M5 14-inch MacBook Pro with 16GB of unified memory and 1TB of storage. On sale now for $1,849 in Space Black, B&H states limited supply is available at the reduced pricChristine McKee <christine@appleinsider.com>
  • 18
    Square brings Apple Business into its dashboard
    Square sellers are now able to link accounts to Apple Business and manage information shown across Apple services from the Square Dashboard. Square adds Apple Business integration The integration, announced Thursday , means businesses using Square no longer need to update basic information, such as hours, address, and phone number, separately through Apple Business. Changes made through Square can instead be synced across Apple Maps , Wallet, Siri AI, and other Apple Apps. Once connected, sellerAmber Neely <amber@appleinsider.com>
  • 19
    Hugh Laurie turns crime boss for new Apple TV drama 'The Wanted Man'
    A new limited-series crime drama executive-produced and starring Hugh Laurie is set to ring in the new year on Apple TV . Hugh Laurie in "The Wanted Man" The eight-episode series follows Felix Carmichael, a crime boss betrayed by someone inside his own firm. Sent to the notorious Staplehurst prison, he'll need to resort to brutality if he hopes to make it out. This isn't Laurie's first time on Apple TV, either. The "House M.D." veteran previously joined Apple TV drama "Tehran" during its third sAmber Neely <amber@appleinsider.com>
  • 20
    Watch Steve Jobs in the full 'Antennagate' video before it gets erased again
    Unless you were in the room when Steve Jobs gave his 2010 "you're holding it wrong" speech, you've only seen half of it. Now the full version is online and it's a great watch. To fix signal strength dropping if you held the iPhone 4 a certain way, Apple offered customers a free bumper case - image credit: Apple. This is a famous moment in Apple history and even if you don't remember when the iPhone 4 had signal problems , this is still a video to watch that you've never been able to see before.William Gallagher <wg@williamgallagher.com>
  • 21
    Apple & Qualcomm renew global patent licensing agreement
    Providing no new details, Qualcomm has issued a statement confirming that it and Apple have renewed the existing patent licensing agreement first signed in 2019, with an effective date of April 1, 2027. iPhone 18 Pro Max In one introductory sentence, and one quote, Qualcomm dropped the news of the renewal on the world. The first sentence states the agreement's effective date. "We are pleased to extend the Apple license agreement," said John Han, Executive Vice President and General Manager of QuMike Wuerthele <mike@appleinsider.com>
  • 22
    How to remove Apple Intelligence models & reclaim storage in macOS 27
    Turning off Apple Intelligence in macOS 27 won't remove its downloaded models, but properly deleting the main model folder can free valuable internal SSD space. Here's how to do it. macOS 27 introduces Siri AI We're not fans of the fact that macOS can keep Apple Intelligence models on disk even after Siri AI is turned off. Apple doesn't provide a button for removing those downloaded files, so reclaiming the space requires going into Recovery and deleting the model folder directly. This isn't anAndrew Orr <andreworr@appleinsider.com>
  • 23
    AT&T calls failing for a small number of iPhone 18 Pro users
    It's not affecting many people at all, but if your iPhone 18 Pro or iPhone 18 Pro Max is not working on AT&T, this is what you need to do. AT&T has reportedly acknowledged problems with the eSIMs for the iPhone 18 Pro - image credit: AT&T. While all of the bugs affecting the new iPhone 18 Pro and iPhone 18 Pro Max are only happening for a very small group of users, they are happening. Alongside the already reported Face ID restart bug, due to be fixed shortly , AppleInsider has been told of an AWilliam Gallagher <wg@williamgallagher.com>
  • 24
    iPhone 18 Pro Face ID rebooting bug to be fixed in iOS update
    Unsurprisingly, Apple is working on an iOS 27 update that will fix an issue affecting some iPhone 18 Pro users where Face ID is failing and forcing a restart. A Face ID bug is causing restarts for a small number of iPhone 18 Pro and iPhone 18 Pro Max users. Whenever millions of devices are released alongside a new OS, there are problems . In the case of the iPhone 18 Pro and iPhone 18 Pro Max, some users reported restarts caused by kernel panics, so unexpected and unforced restarts. One Reddit uWilliam Gallagher <wg@williamgallagher.com>
  • 25
    Apple's spatial computing strategy was on full display at Meta Connect
    Meta VR Glasses are a new spatial computing device that weighs a sixth of the Apple Vision Pro with a third of the cost, half of the specs, and none of the immersion. Meta's new glasses have Alan Dye all over them. Image source: Meta Take the front glass from the Apple Vision Pro, slap it on some thick glasses arms, remove the light seal, compute, and surrounding hardware, and you'll end up with Meta VR Glasses. These are less glasses than goggles, and initial demos show some promise in deliveriWesley Hilliard <wes@appleinsider.com>
  • 26
    How to change the background in Messages for iOS 27 and iPadOS 27
    Bring more life and personalization to your group chats, by adding backgrounds to your conversations in Messages in iOS 27 and iPadOS 27. Here's how to change yours for the better. You can change the backgrounds of conversations in Messages for iOS 27 and iPadOS 27 Messages is an essential app for iPhone users, with it used to communicate with your closest relations. However, people may be getting a bit bored of seeing the usual grey and blue (and sometimes green) speech bubbles floating up a plMalcolm Owen <malcolm@appleinsider.com>
  • 27
    ChatGPT as an extension in Siri dramatically underperformed, says OpenAI
    It was already known that the ChatGPT deal went so poorly with Apple that OpenAI considered a lawsuit, but these complaints have finally been put to paper in a SpaceXAI lawsuit filing. The Siri extension for ChatGPT didn't perform as expected Apple and OpenAI were dragged into an antitrust lawsuit thanks to baseless accusations from Elon Musk. The lawsuit is ongoing in spite of Apple being removed from the case . OpenAI didn't get to see what settlement Apple and SpaceXAI reached, but it has shaWesley Hilliard <wes@appleinsider.com>
  • 28
    uGreen Revodok Maxidok 17-in-1 review: Best in class price to features balance
    The Thunderbolt 5 docking station market is very crowded, but at a street price of about $350, the uGreen Revodok Maxidok 17-in-1 stands out, with an excellent price to features balance. uGreen Revodok Maxidok 17-in-1 A laptop is a compromise between power and portability. The trade-off is usually ports, with thin notebooks like the MacBook Pro offering only a handful of connections. A Thunderbolt dock solves that by turning one port into many. The Revodok Maxidok pushes that idea about as far aMike Wuerthele <mike@appleinsider.com>
  • 29
    New Apple Watch models could restart randomly, & watchOS 27.0.1 fixes that bug
    Apple's watchOS 27.0.1 update has arrived with a fix that prevents Apple Watch Ultra 4 and Apple Watch Series 12 models from randomly restarting. New Apple Watch models could encounter restarts during use On Wednesday, just over a week after watchOS 27.0 reached the general public, Apple deployed the watchOS 27.0.1 update. The software addresses a bug that caused the Apple Watch Series 12 and Apple Watch Ultra 4 to restart unexpectedly. Those who encountered the now-resolved issue said their AppMarko Zivkovic <marko@appleinsider.com>
  • 30
    Siri AI upgrade is certain for a future HomePod mini update
    The update to Siri AI will eventually reach the HomePod line. While that is a certainty, it may not be available on the models that are currently in homes. HomePod mini is expected to get an update soon. That should add in Siri AI support. The HomePod and HomePod mini were left out of the Siri AI party at WWDC , and the updated digital assistant hasn't yet become available on the smart speaker. However, it is still something widely expected to be on the way. A leaker known as "pdfu" posted to XMalcolm Owen <malcolm@appleinsider.com>
  • 31
    Grab Apple's new M6 Mac mini for $879.99 during month-end sale
    Apple's brand-new M6 Mac mini is discounted at Amazon today, with month-end deals on several models. Save on Apple's brand-new Mac mini desktop that just launched. You can pick up the standard M6 Mac mini today at Amazon for $879.99 , reflecting a $20 markdown off MSRP. This is also the lowest 2026 Mac mini price available, according to our Price Guide. Buy M6/16GB/256GB for $879.99 Continue Reading on AppleInsider | Discuss on our ForumsChristine McKee <christine@appleinsider.com>
  • 32
    Disney+ and Hulu subscriptions are about to get more expensive
    Disney+ and Hulu subscribers are about to pay more for their streaming services as Disney rolls out another round of price hikes. Disney+ and Hulu subscription prices are increasing in 2026 The increases affect both ad-supported and ad-free subscriptions, although customers who subscribe to the ad-supported Disney+ and Hulu bundle will see no change. The largest increases are coming to the standalone ad-free plans, which will each cost an additional $2.50 per month, a roughly 13% increase. SubscAmber Neely <amber@appleinsider.com>
  • 33
    Your personal AI account is about to meet corporate IT with Jamf
    Your personal AI account on that managed work iPhone won't stay private for long, as Jamf is expanding enterprise controls directly into mobile apps and browsers in 2027. Jamf offers new tools for enterprise Macs The Jamf platform additions were unveiled at the Jamf Nation User Conference in Kansas City. Most of the new AI protections are targeted for the fourth quarter of 2026, while several management and support tools won't enter public beta until early 2027. Unlike the AI-assisted administraAndrew Orr <andreworr@appleinsider.com>
  • 34
    AT&T was first to get the iPhone, yet it won't support iPhone Handoff
    Apple's new ability to have one phone number and switch between two iPhones is spreading to more carriers, but AT&T doesn't seem to care. You won't have to decide on just one iPhone with the new iPhone Handoff. It was actually Cingular who was the only carrier Steve Jobs could get to take the iPhone, and also surrender the control carriers had back around 2007. But AT&T bought Cingular before the iPhone launch and so was the exclusive carrier for the device that revolutionized cellphones. Skip fWilliam Gallagher <wg@williamgallagher.com>
  • 35
    Millions of Americans are being spied on with shady VPNs available on Apple's App Store
    Virtual Private Networks provide users with privacy and safety from prying eyes, that is if it is from a trusted service. Choose Proton VPN for a true zero-log tool instead of untrustworthy ones on the App Store and save up to 70%. Proton VPN is a safe and trustworthy tool with a zero-logs policy. Image source: Proton It's easy to assume that the Apple App Store is safe and free of manipulative software and privacy-invasive schemes. However, that has never been the case, and recent research reveSponsored Content <news@appleinsider.com>
  • 36
    M5 Pro Mac mini vs. M4 Pro Mac mini compared: Specs, hardware, price
    Apple's Mac mini has finally been upgraded with the M5 Pro chip. Here's how the latest model compares to its M4 Pro counterpart. M5 Pro Mac mini vs. M4 Pro Mac mini: Apple's tiny desktop Mac just got even better. After the debut of the M5 Pro chip in the MacBook Pro , Apple's latest system-on-chip has made its way to another Mac . The Mac mini now ships with the M5 Pro chip, offering a worthwhile performance improvement. Like the M5 Pro MacBook Pro, the M5 Pro Mac mini uses a tried-and-true desiMarko Zivkovic <marko@appleinsider.com>
  • 37
    Base Mac mini still has slower storage than any other configuration
    The 256GB configuration of the new M6 and M5 Pro Mac mini features storage that's around half the speed of that in other models, although it's still faster than the previous generation. M4 Mac mini review The greater disappointment with the New Mac mini is that it no longer has a slotted SSD, meaning it's not even theoretically possible to upgrade the storage as it was before. But now new benchmark testing by Japanese technology site AAPL Ch has revealed that Apple's SSD is slower in some configWilliam Gallagher <wg@williamgallagher.com>
  • 38
    AirTag stalking victim says iPhone didn't warn her, so she's suing Apple
    Apple has become the target of yet another AirTag lawsuit, after another stalking victim claimed that all the safeguards failed, and she was never warned that she was being tracked. An AirTag on a keyring The AirTag has frequently been used for criminal purposes, including by stalkers monitoring the movements of their victims. In a new lawsuit, Apple is accused of failing to properly protect victims, despite the presence of safeguards. An Oregon woman, identified as Jane Doe for anonymity, filedMalcolm Owen <malcolm@appleinsider.com>
  • 39
    This Mac mini gaming handheld is one of the most ambitious projects we've seen
    The uses for Apple's Mac mini continue with a mod to run on batteries inside a quite sleek vertical chassis that incorporates a display, touch controls, and an integrated Switch controller set. That's a Mac mini in a vertical case, with keyboard, touch screen and trackpad — image credit: Chris Cheng. Especially since its radical redesign back in 2024 , the tiny Mac mini has been put to countless different uses, from server farms to portable Macs . Now Chris Cheng of Shring Solutions has taken toWilliam Gallagher <wg@williamgallagher.com>
  • 40
    Apple Card Savings interest rate edges up to 3.5%
    After two drops in 2026, Apple Card Savings has raised its interest rate slightly, with customers now earning an annual percentage yield of 3.5%. Apple Card Savings lets users save money, though the APY has dropped since launch The Apple Card Savings Account is a high-yield savings service for users of Apple Card. While the average percentage yield has been going down over the last few quarters, it's finally corrected course and gone up a small amount. On September 22, the APY rate increased froMalcolm Owen <malcolm@appleinsider.com>
  • 41
    Feds support Apple's arguments ahead of Epic Supreme Court judgement
    While the US DOJ won't take sides in a case, the Solicitor General did file a brief that the ruling that Apple violated "the spirit of the injunction" wasn't within legal standards. Apple is ready to face the Supreme Court in October The Apple vs Epic lawsuit has been ongoing for over six years . It started as an intentional violation of Apple's App Store rules, which led to the lawsuit and almost total victory for Apple on all but one charge . Apple was ordered to remove its anti-steering practWesley Hilliard <wes@appleinsider.com>
  • 42
    How to add third-party cards to Apple Wallet app in iOS 27
    You probably know the Apple Wallet app can store credit and debit cards, but it can also hold unsupported rewards and membership cards. Here's how to get it done in iOS 27 Add rewards cards to your Apple Wallet Like most of us, you've probably collected dozens of membership and rewards cards over the years. And somehow, you always seem to misplace them right when you need them most. Instead of spending forever digging through a wallet, purse, or bag, you could just keep your rewards cards in theAmber Neely <amber@appleinsider.com>
  • 43
    Apple expands Tap to Pay on iPhone to eight more Latin American countries
    Apple has expanded Tap to Pay on iPhone to eight additional countries in Latin America, allowing businesses to accept contactless payments without dedicated payment terminals. The expansion brings Apple's payment acceptance feature to Argentina, Colombia, Costa Rica, the Dominican Republic, Guatemala, Honduras, Panama, and Peru. It gives businesses a way to accept cards, Apple Pay , and other contactless wallets using only a compatible iPhone and supported app. Tap to Pay on iPhone works with thLou Hartle <news@appleinsider.com>
  • 44
    Apple Maps blurring alleged detention centers in China, claims local laws require it
    The data provider for Apple Maps in China has reportedly begun blurring more than just military facilities, leaving Apple in the wake of another potential mapping-related scandal. Apple Maps may have another controversy on its hands After decades of building up supply chains and manufacturing in China, Apple is not new to dealing with the controversial authoritarian regime running the country. The latest problem to emerge echoes other recent troubles Apple has faced in the United States. AccordiWesley Hilliard <wes@appleinsider.com>
  • 45
    Apple's pendant project is on hold despite its AI push
    Apple's rumored AI pendant will take even longer to arrive, with the now "postponed" project a likely result of Apple Watch taking on an AI wearable's functionality. A pin of the Apple Intelligence logo. Not an Apple Intelligence pin. But just imagine... The launch of Siri AI was meant to usher in a wave of AI-centric hardware , such as the often rumored Home Hub. However, for at least one product, there's now an even longer wait for its arrival. As part of a story on fitness tracker developmentMalcolm Owen <malcolm@appleinsider.com>
  • 46
    Apple Maps & Apple Podcasts join forces for Hidden Histories guides & episodes
    Apple Podcasts has launched the Hidden Histories guides in Apple Maps , giving listeners a new way to find podcast episodes tied to landmarks and lesser-known locations in five major U.S. cities. Hidden Histories A new Apple Maps guides collection covers San Francisco, Los Angeles, New York City, Chicago, and Washington, D.C. Each guide connects places in Apple Maps with podcast episodes about the history, architecture, and people behind them. Listeners can browse the full Hidden Histories colleAndrew Orr <andreworr@appleinsider.com>
  • 47
    Future Apple Watch could be screen-less Whoop competitor, says rumor
    Apple is reportedly at the prototype stage for a new fitness and health tracker that looks less like an Apple Watch , and more like Whoop's device. Apple wants to compete with Whoop - image credit: Whoop When Apple published its heart study intended to demonstrate that the Apple Watch Series 12 was the most accurate health wearable, it also showed how good some rivals are. That included the Whoop 5 fitness tracker, and now according to Bloomberg , Apple is aiming to compete more directly with thWilliam Gallagher <wg@williamgallagher.com>
  • 48
    Apple government liaison Tim Cook talked child safety at the UN General Assembly
    Apple Executive Chairman Tim Cook spoke with the EU Commission President about child safety while visiting the UN General Assembly, but there was no mention of bringing Siri AI to the market. Tim Cook and Ursula von der Leyen. Image source: Ursula von der Leyen on X Child safety has become an increasing concern in many countries around the world, and the European Union is no different. Even as many Apple users in the EU wait to hear about new Siri AI features being allowed to launch , the diplomWesley Hilliard <wes@appleinsider.com>
  • 49
    Insta360 Mic Pro review: exceptional sound quality for a wireless microphone
    The Insta360 Mic Pro is not the smallest wireless mic you can get, but it might be the best for sound quality and certainly for build quality. The smiley face on this microphone is actually an e-ink screen that you can change. Your first impression of the Insta360 Mic Pro may be wrong. The two microphones in the set I reviewed come with what look like bright yellow labels, one of which is a smiley emoji, and you have to think you'd never wear this on camera. But while it's true that microphonesWilliam Gallagher <wg@williamgallagher.com>
  • 50
    Bambu Lab P1S 3D Printer review: easy multi-color printing with AMS
    The Bambu Lab P1S 3D Printer is about as easy as this hobby can get, with simple setup, one-button printing from an app, auto-leveling, and a four-spool AMS, it'll be hard to stop printing. Bambu Lab P1S 3D Printer review I'm still a 3D printing novice that has only dabbled in the space since I tested the Flashforge AD5X . That was a good starter printer, but I've moved up a tier to the Bambu Lab P1S, and it's tough to look back. One of the first things I learned about 3D printing was that the fWesley Hilliard <wes@appleinsider.com>
  • 01
    From CUDA to MLX: How K-Search Brings Decades of Kernel Expertise to Apple Silicon
    Figure 1: CUDA-to-MLX optimization translation map. CUDA optimization knowledge can be translated into architecture-native MLX strategies rather than copied instruction-for-instruction. We face a new epoch in computing. Hardware is changing rapidly — not just faster GPUs, but a growing range of chips from different vendors, each with its own architecture and often tailored to specific AI workloads. Software is changing just as fast, and AI coding tools now generate in minutes what took months of
  • 02
    Teaching LLMs to Update Beliefs for Efficient Long-Horizon Interaction
    Overview of ABBEL compared to traditional recursive summarization. Beliefs replace the full interaction history as the agent’s working context, and belief grading improves performance by supervising the contents of each belief state.. As task horizons grow, LLM contexts can’t scale forever. Self-summarization enables concise, interpretable contexts, but at a significant performance cost, especially for human assistance domains where high quality data is scarce, e.g., collaborative code generatio
  • 03
    Intelligence is Free, Now What? <br> Data Systems for, of, and by Agents
    ... government of the people, by the people, for the people ... — Abraham Lincoln, Gettysburg Address (1863) The cost of AI is dropping rapidly. GPT-4-class capabilities cost roughly $30 per million tokens in early 2023; today the same runs under $1 , and some providers are pushing costs below $0.10 . Across benchmarks, inference prices have fallen between 9x and 900x per year , with a median decline near 50x. Even frontier models are getting dramatically cheaper each generation, with open-sourc
  • 04
    2026 BAIR Graduate Showcase
    Congratulations to the Berkeley Artificial Intelligence Research (BAIR) Lab class of 2026! This year, BAIR celebrates another remarkable group of Ph.D. graduates whose curiosity, creativity, and perseverance have pushed the frontiers of artificial intelligence and machine learning. Their work spans the breadth of modern AI — robotics and embodied intelligence, large language models and reasoning, computer vision, generative modeling, AI safety, human-AI interaction, AI for science and healthcare
  • 05
    Adaptive Parallel Reasoning: The Next Paradigm in Efficient Inference Scaling
    Overview of adaptive parallel reasoning. What if a reasoning model could decide for itself when to decompose and parallelize independent subtasks, how many concurrent threads to spawn, and how to coordinate them based on the problem at hand? We provide a detailed analysis of recent progress in the field of parallel reasoning, especially Adaptive Parallel Reasoning. Disclosure: this post is part landscape survey, part perspective on adaptive parallel reasoning. One of the authors (Tony Lian) co-l
  • 06
    Gradient-based Planning for World Models at Longer Horizons
    GRASP is a new gradient-based planner for learned dynamics (a “world model”) that makes long-horizon planning practical by (1) lifting the trajectory into virtual states so optimization is parallel across time, (2) adding stochasticity directly to the state iterates for exploration, and (3) reshaping gradients so actions get clean signals while we avoid brittle “state-input” gradients through high-dimensional vision models. Large, learned world models are becoming increasingly capable. They can
  • 07
    Identifying Interactions at Scale for LLMs
    Understanding the behavior of complex machine learning systems, particularly Large Language Models (LLMs), is a critical challenge in modern artificial intelligence. Interpretability research aims to make the decision-making process more transparent to model builders and impacted humans, a step toward safer and more trustworthy AI. To gain a comprehensive understanding, we can analyze these systems through different lenses: feature attribution , which isolates the specific input features driving
  • 08
    Information-Driven Design of Imaging Systems
    An encoder (optical system) maps objects to noiseless images, which noise corrupts into measurements. Our information estimator uses only these noisy measurements and a noise model to quantify how well measurements distinguish objects. Many imaging systems produce measurements that humans never see or cannot interpret directly. Your smartphone processes raw sensor data through algorithms before producing the final photo. MRI scanners collect frequency-space measurements that require reconstructi
  • 09
    RL without TD learning
    In this post, I’ll introduce a reinforcement learning (RL) algorithm based on an “alternative” paradigm: divide and conquer . Unlike traditional methods, this algorithm is not based on temporal difference (TD) learning (which has scalability challenges ), and scales well to long-horizon tasks. We can do Reinforcement Learning (RL) based on divide and conquer, instead of temporal difference (TD) learning. Problem setting: off-policy RL Our problem setting is off-policy RL . Let’s briefly review w
  • 10
    What exactly does word2vec learn?
    What exactly does word2vec learn, and how? Answering this question amounts to understanding representation learning in a minimal yet interesting language modeling task. Despite the fact that word2vec is a well-known precursor to modern language models, for many years, researchers lacked a quantitative and predictive theory describing its learning process. In our new paper , we finally provide such a theory. We prove that there are realistic, practical regimes in which the learning problem reduce
  • 01
    AI developer & agentic AI events you shouldn’t miss this fall/winter (2026)
    Noticed how something shifted in the AI conference circuit this year? A year ago, most keynotes were still about “what can this model do.” Now, the agendas are dominated by a much harder set of questions: how do you get agents to run reliably on fresh web data or how do you wire dozens of […] The post AI developer & agentic AI events you shouldn’t miss this fall/winter (2026) first appeared on TechTalks .Contributor
  • 02
    OpenAI’s Cursor cutoff makes the ultimate business case for open-source AI
    OpenAI’s decision to sever ties with Cursor proves that relying on closed frontier models is an existential vulnerability for application-layer software. The post OpenAI’s Cursor cutoff makes the ultimate business case for open-source AI first appeared on TechTalks .Ben Dickson
  • 03
    Life, death, and the inevitable rise of AI: An argumentative reassessment
    A medical professional claims AI is a new life form; however, equating it with biological life is speculative and largely dismisses the complexities of conscious existence. The post Life, death, and the inevitable rise of AI: An argumentative reassessment first appeared on TechTalks .Alex Kostikov
  • 04
    The silent data leak hidden inside encrypted reasoning traces of frontier AI models
    AI providers tried to hide the internal reasoning of their frontier models. A cryptographic oversight turned that protection into a massive enterprise data leak. The post The silent data leak hidden inside encrypted reasoning traces of frontier AI models first appeared on TechTalks .Ben Dickson
  • 05
    Why the agent harness matters as much as the model in AI security
    Developers often treat agent harnesses as neutral wiring, but new red-teaming research shows that your choice of harness can make or break your AI security. The post Why the agent harness matters as much as the model in AI security first appeared on TechTalks .Ben Dickson
  • 06
    Beyond ReAct: Building the modern AI agent stack for massive tool ecosystems
    Giving an LLM thousands of tools leads to noisy decisions. Learn how to optimize AI agent planning and tool routing without overwhelming the context window. The post Beyond ReAct: Building the modern AI agent stack for massive tool ecosystems first appeared on TechTalks .Ben Dickson
  • 07
    Why Goodfire’s block-sparse featurizers are a breakthrough in AI interpretability
    Current interpretability tools fracture continuous concepts into isolated points. Goodfire's new approach preserves the full shape of AI reasoning. The post Why Goodfire’s block-sparse featurizers are a breakthrough in AI interpretability first appeared on TechTalks .Ben Dickson
  • 08
    Moving beyond passive RAG: How to implement active memory reconstruction for AI agents
    Passive RAG floods LLM context windows with noise. MRAgent’s active memory reconstruction improves reasoning and cuts token costs. The post Moving beyond passive RAG: How to implement active memory reconstruction for AI agents first appeared on TechTalks .Ben Dickson
  • 09
    How self-improving harnesses are rewriting the agent engineering playbook
    With harness engineering becoming a main focus of AI engineering, new frameworks allow AI agents to write their own execution logic and optimize their performance. The post How self-improving harnesses are rewriting the agent engineering playbook first appeared on TechTalks .Ben Dickson
  • 10
    OneOdio Studio Max 2 review: Ultra-low latency headphones for tech enthusiasts
    OneOdio Studio Max 2 is a versatile hybrid headphone with 120-hour battery life and featuring a 2.4GHz transmitter for 9ms latency, multipoint Bluetooth, and dual wired modes. The post OneOdio Studio Max 2 review: Ultra-low latency headphones for tech enthusiasts first appeared on TechTalks .Ben Dickson
  • 11
    How Nvidia’s ASPIRE framework accelerates robot programming with self-improving AI
    ASPIRE and the new era of self-improving AI frameworks are drastically reducing token costs and deployment friction for real-world robotics applications. The post How Nvidia’s ASPIRE framework accelerates robot programming with self-improving AI first appeared on TechTalks .Ben Dickson
  • 12
    How the AI arms race moved from smart models to full-stack infrastructure
    A breakdown of how OpenAI, Nvidia, Google, and Amazon are shifting their development strategies to capture value across every layer of the tech stack. The post How the AI arms race moved from smart models to full-stack infrastructure first appeared on TechTalks .Ben Dickson
  • 13
    Demystifying loop engineering: Get more from AI agents, avoid loopmaxxing
    The complete guide to the new loop engineering trend. Write powerful agentic loops while avoiding loopmaxxing. The post Demystifying loop engineering: Get more from AI agents, avoid loopmaxxing first appeared on TechTalks .Ben Dickson
  • 14
    Why LLMs should stop thinking out loud (and what comes after chain-of-thought)
    Chain-of-Thought prompting is slow, expensive, and largely an illusion. The future of machine reasoning happens in latent space. The post Why LLMs should stop thinking out loud (and what comes after chain-of-thought) first appeared on TechTalks .Ben Dickson
  • 15
    Beyond vibe coding: How Codev 3.0 engineers the AI-powered dev team
    Casual AI prompting breaks down as codebases grow. Codev introduces strict protocols and multi-model reviews to help teams ship maintainable software. The post Beyond vibe coding: How Codev 3.0 engineers the AI-powered dev team first appeared on TechTalks .Ben Dickson
  • 16
    Why the future of agentic AI is all about the harness
    Scaling LLMs hits limits when dealing with agentic AI tasks. For that, we need to look at the harness and the system built around the model(s). The post Why the future of agentic AI is all about the harness first appeared on TechTalks .Ben Dickson
  • 17
    How Cursor’s Composer 2.5 uses self-distillation to beat the frontier LLMs at coding
    A deep look at the self-distillation techniques that make Composer 2.5 such a great coding model (and the hidden tradeoffs they introduce to AI reasoning). The post How Cursor’s Composer 2.5 uses self-distillation to beat the frontier LLMs at coding first appeared on TechTalks .Ben Dickson
  • 18
    Vertical integration as AI infrastructure: What 21D’s full arch implant system teaches us about building autonomous clinical AI
    A technical breakdown of how 21D built an end-to-end autonomous AI pipeline for one of medicine's most complex procedures — and the architectural decisions that made it work The post Vertical integration as AI infrastructure: What 21D’s full arch implant system teaches us about building autonomous clinical AI first appeared on TechTalks .Ben Dickson
  • 19
    Why sandboxing OpenClaw doesn’t stop data exfiltration
    Research into Nvidia’s NemoClaw reveals that sandboxes don't stop AI agents like OpenClaw from leaking data. We need to rethink security from first principles. The post Why sandboxing OpenClaw doesn’t stop data exfiltration first appeared on TechTalks .Ben Dickson
  • 20
    Google brings multi-token prediction Gemma 4 LLMs
    How Gemma 4’s multi-token prediction and community-driven DFlash are speeding up local LLM throughput by 3-6x. The post Google brings multi-token prediction Gemma 4 LLMs first appeared on TechTalks .Ben Dickson
  • 21
    How Memory Sparse Attention scales LLM memory to 100 million tokens
    Memory Sparse Attention (MSA) scales LLM context windows to an unprecedented 100 million tokens while preserving accuracy. The post How Memory Sparse Attention scales LLM memory to 100 million tokens first appeared on TechTalks .Ben Dickson
  • 22
    Claude Code is leaking API keys into public package registries
    A new study reveals how AI coding assistants like Claude Code are quietly hoarding and publishing sensitive API keys to code repositories. The post Claude Code is leaking API keys into public package registries first appeared on TechTalks .Ben Dickson
  • 23
    Anthropic’s MCP vulnerability: When ‘expected behavior’ becomes a supply chain nightmare
    Security researchers have uncovered a massive architectural flaw in Anthropic's Model Context Protocol, exposing millions of AI applications to remote takeovers. The post Anthropic’s MCP vulnerability: When ‘expected behavior’ becomes a supply chain nightmare first appeared on TechTalks .Ben Dickson
  • 24
    The paradox of LLM self-distillation: Faster reasoning, weaker generalization
    Optimizing LLMs for concise answers can destroy their ability to explore alternative solutions on difficult problems. New study reveals the hidden cost of self-distillation. The post The paradox of LLM self-distillation: Faster reasoning, weaker generalization first appeared on TechTalks .Ben Dickson
  • 25
    Why harness engineering is becoming the new AI moat
    The recent leak of Anthropic's Claude Code reveals a hard truth: as LLMs become commoditized, the sophisticated engineering harness built around them is becoming the real moat. The post Why harness engineering is becoming the new AI moat first appeared on TechTalks .Ben Dickson
  • 26
    TopDawg vs Zendrop for US Dropshipping – Which Platform Is Better in 2026?
    By Raphael Korobka In short: For merchants focused exclusively on selling to US customers, TopDawg is usually the stronger pick. Its supplier network is built around US-based fulfillment, and its hands-on support model suits retailers who want a partner that can provide crucial help. Zendrop works well for sellers who need global reach and a […] The post TopDawg vs Zendrop for US Dropshipping – Which Platform Is Better in 2026? first appeared on TechTalks .Contributor
  • 27
    How GhostClaw malware targets the OpenClaw AI agent boom
    As developers rush to run local AI agents on Mac Minis, GhostClaw malware exploits macOS binaries to silently harvest credentials. The post How GhostClaw malware targets the OpenClaw AI agent boom first appeared on TechTalks .Ben Dickson
  • 28
    Why Meta’s V-JEPA 2.1 model is a massive step forward for real-world AI
    AI models have historically struggled to balance motion tracking with spatial detail. Meta’s V-JEPA 2.1 solves this, pushing the boundaries of video self-supervised learning. The post Why Meta’s V-JEPA 2.1 model is a massive step forward for real-world AI first appeared on TechTalks .Ben Dickson
  • 29
    Multi-level AI prompt engineering: A new tool for scientific discovery
    How multi-level prompt engineering and parabolic extrapolation transformed an LLM into a theoretical collaborator, yielding a testable model of the multiverse. The post Multi-level AI prompt engineering: A new tool for scientific discovery first appeared on TechTalks .Alex Kostikov
  • 30
    Why AI won’t kill SaaS
    The recent tech selloff sparked fears of a SaaSpocalypse. Here is why the death of software subscriptions is a myth, and how AI agents are creating a developer boom. The post Why AI won’t kill SaaS first appeared on TechTalks .Ben Dickson
  • 31
    How C-JEPA is teaching AI the physics of the physical world
    By forcing AI to understand cause and effect instead of just predicting pixels, C-JEPA is laying the groundwork for smarter, more predictable autonomous systems. The post How C-JEPA is teaching AI the physics of the physical world first appeared on TechTalks .Ben Dickson
  • 32
    How Databricks’ FlashOptim cuts LLM training memory by 50 percent
    Training large language models usually requires a cluster of GPUs. FlashOptim changes the math, enabling full-parameter training on fewer accelerators. The post How Databricks’ FlashOptim cuts LLM training memory by 50 percent first appeared on TechTalks .Ben Dickson
  • 33
    How sparse attention solves the memory bottleneck in long-context LLMs
    As AI agents take on longer tasks, the KV cache of LLMs has become a massive bottleneck. Discover how sparse attention techniques are freeing up GPU memory. The post How sparse attention solves the memory bottleneck in long-context LLMs first appeared on TechTalks .Ben Dickson
  • 34
    How ‘semantic chaining’ jailbreaks image generation models
    Semantic Chaining exploits the fragmented safety architecture of multimodal models, bypassing filters by hiding prohibited intent within a sequence of benign edits. The post How ‘semantic chaining’ jailbreaks image generation models first appeared on TechTalks .Ben Dickson
  • 35
    How Sakana AI’s new technique solves the problems of long-context LLM tasks
    RePo, Sakana AI’s new technique, solves the "needle in a haystack" problem by allowing LLMs to organize their own memory. The post How Sakana AI’s new technique solves the problems of long-context LLM tasks first appeared on TechTalks .Ben Dickson
  • 36
    Smarter trade: How AI turns regulatory burden into competitive edge
    Stop reacting to compliance violations and start preventing them. See how AI empowers organizations to turn regulatory discipline into an engine for innovation and growth. The post Smarter trade: How AI turns regulatory burden into competitive edge first appeared on TechTalks .Contributor
  • 37
    Recursive Language Models: A new framework for infinite context in LLMs
    Brute-forcing larger context windows is hitting a mathematical wall. Here is how MIT’s new framework solves "context rot" to process 10 million tokens and beyond. The post Recursive Language Models: A new framework for infinite context in LLMs first appeared on TechTalks .Ben Dickson
  • 38
    Microsoft’s new Rho-alpha model brings tactile sensing to robotics
    Microsoft’s Rho-Alpha upgrades Vision-Language-Action models with tactile data to bridge the gap between semantic reasoning and low-level motor control. The post Microsoft’s new Rho-alpha model brings tactile sensing to robotics first appeared on TechTalks .Ben Dickson
  • 39
    Vulnerability in Perplexity’s BrowseSafe shows why single models can’t stop prompt injection
    Lasso Security compromised Perplexity’s BrowseSafe guardrail model for AI browsers, proving that "out-of-the-box" tools fail to stop prompt injection attacks. The post Vulnerability in Perplexity’s BrowseSafe shows why single models can’t stop prompt injection first appeared on TechTalks .Ben Dickson
  • 40
    How test-time training allows models to ‘learn’ long documents instead of just caching them
    By treating language modeling as a continual learning problem, the TTT-E2E architecture achieves the accuracy of full-attention Transformers on 128k context tasks while matching the speed of linear models. The post How test-time training allows models to ‘learn’ long documents instead of just caching them first appeared on TechTalks .Ben Dickson
  • 41
    VL-JEPA is a lean, fast vision-language model that rivals the giants
    Meta’s VL-JEPA outperforms massive vision-language models on world modeling tasks by learning to predict "thought vectors" instead of text tokens. The post VL-JEPA is a lean, fast vision-language model that rivals the giants first appeared on TechTalks .Ben Dickson
  • 42
    The evolution of LLM tool-use from API calls to agentic applications
    A look at the evolution of LLM tool-use, from supervised fine-tuning to Reinforcement Learning (RLVR) and agentic applications in large and specialized models. The post The evolution of LLM tool-use from API calls to agentic applications first appeared on TechTalks .Ben Dickson
  • 43
    URM shows how small, recurrent models can outperform big LLMs in reasoning tasks
    The key to solving complex reasoning isn't stacking more transformer layers, but refining the "thought process" through efficient recurrent loops. The post URM shows how small, recurrent models can outperform big LLMs in reasoning tasks first appeared on TechTalks .Ben Dickson
  • 44
    The hidden architecture behind AI systems that don’t break under growth
    Most systems break at 100x growth. Real scalability depends on architecture, data quality, and organizational design, not just writing better code. The post The hidden architecture behind AI systems that don’t break under growth first appeared on TechTalks .Contributor
  • 45
    A few interesting observations on Gemini 3 Flash
    Google didn’t reveal a lot of information about its Gemini 3 Flash model. So we had to speculate a lot on what is going on under the hood. The post A few interesting observations on Gemini 3 Flash first appeared on TechTalks .Ben Dickson
  • 46
    How Nvidia changed the open source AI game with Nemotron 3
    As the industry shifts from chatbots to multi-agent workflows, Nvidia's Nemotron 3 offers a blueprint for efficient, long-context reasoning. The post How Nvidia changed the open source AI game with Nemotron 3 first appeared on TechTalks .Ben Dickson
  • 47
    Why AI benchmarks are broken
    AI labs are racing to overtake each other on key industry benchmarks. But this intense race has stripped the benchmarks of most of their value. The post Why AI benchmarks are broken first appeared on TechTalks .Ben Dickson
  • 48
    Salesforce tackles the ‘brittleness’ of web agents with new WALT framework
    WALT abstracts away the chaos of dynamic layouts, allowing AI to focus on high-level planning instead of low-level clicks. The post Salesforce tackles the ‘brittleness’ of web agents with new WALT framework first appeared on TechTalks .Ben Dickson
  • 49
    Beyond raw intelligence: How Poetiq cracked the ARC-AGI-2 benchmark
    The verified solution achieves 54% accuracy on the semi-private test set, outperforming Gemini 3 Deep Think at less than half the cost. The post Beyond raw intelligence: How Poetiq cracked the ARC-AGI-2 benchmark first appeared on TechTalks .Ben Dickson
  • 50
    SOUNDPEATS Clip1 review: Open-ear audio with all-day comfort
    SOUNDPEATS Pearl Clip1 are affordable clip-on earbuds with a secure fit and surprisingly rich, high-resolution audio, making them an excellent choice for listeners who value comfort and situational awareness. The post SOUNDPEATS Clip1 review: Open-ear audio with all-day comfort first appeared on TechTalks .Ben Dickson
11分钟前更新
  • 01
    3 Takeaways After Debuting Stretch at MODEX 2022 | Boston Dynamics
    Boston Dynamics commercially launched Stretch, our autonomous robot for the warehouse, at MODEX 2022 in Atlanta in late March. At demos in the booth each day, crowds watched as the robots demonstrated one of the most common and difficult to solve challenges in logistics today: truck unloading.mrodin@bostondynamics.com (Boston Dynamics Team)
  • 02
    Doing More with Spot | Boston Dynamics
    In addition to Spot’s revolutionary mobility, one of its most important attributes is that the robot is designed as a scalable platform that is constantly evolving and expanding on the number of dull, dirty and dangerous jobs it can handle for our customers.mrodin@bostondynamics.com (Boston Dynamics Team)
  • 03
    3 Ways Robots See the World | Boston Dynamics
    Although we are all familiar with the five senses humans use to perceive our surroundings, for robots, these senses look a little different. Robots are rapidly becoming more prevalent in our everyday lives which can take a plethora of forms, from industrial applications, to delivery drones to robotic waiters. No matter what the role, these robots require sensors of all sorts to see the environment around them. The combination of cameras, LiDAR and gas sensors, together play a vital role in inforDonovan Chew
  • 04
    How Much Radiation Can Spot Withstand? | Boston Dynamics
    Limiting exposure to radiation is a top priority for nuclear generators, and organizations are looking increasingly to agile mobile robots to keep their workforce safe. Boston Dynamics Spot allows customers to automate inspection tasks and map the presence of radiation on site. Additionally, operators are able to perform manual inspections remotely, either using the tablet controller from a safe distance, or Scout desktop software.mrodin@bostondynamics.com (Boston Dynamics Team)
  • 05
    What Makes an Effective Research Robot? | Boston Dynamics
    Robots are used for a host of different research topics and applications, from studying human-robot interaction to collecting samples in inhospitable environments to developing new commercial applications of robotics and artificial intelligence. All of these different research goals may require unique capabilities or specifications, but there are some consistent factors for what makes an effective robot in a research context. First and foremost, a research robot needs to serve the research; a romrodin@bostondynamics.com (Boston Dynamics Team)
  • 06
    A New Approach to Predictive Maintenance Challenges | Boston Dynamics
    Effective maintenance programs are vital in manufacturing, energy and utilities, and other asset-intensive industries—preventing equipment failures that lead to costly downtime and repairs. Smart organizations have shifted toward predictive maintenance strategies. Instead of periodically checking assets and replacing parts on fixed schedules, companies are now using artificial intelligence (AI) to identify warning signs of impending issues before they cause damage or outages. This approach can hBob Ochiai
  • 07
    What to Do with a Legged Robot in Academia and Research
    Spot’s easy mobility, along with a host of other benefits, has made it a popular choice in academia and research institutions. The ready-out-of-the-box quadruped robot helps researchers focus on their objectives, explore tough problems, and experiment with the many ways robotics can positively impact people’s lives. Here are just a few ways that educational and research organizations are working with Spot today.mrodin@bostondynamics.com (Boston Dynamics Team)
  • 08
    Unlock the Data that Matters Most
    As a quadruped robot, Spot can operate virtually anywhere a person can—going up and down stairs, indoors or outdoors, and through cramped or confined spaces. While this mobility can be impressive on its own, its real value is in automating sensing and inspection in areas inaccessible with wheeled or tracked robots and drones. You can send Spot into areas designed for people, that are unstructured, or even hazardous, to collect the data you need to understand what's going on in your facility or amrodin@bostondynamics.com (Boston Dynamics Team)
  • 09
    Break Through Supply Chain Blocks with Automated Container Unloading
    Customers finding bare spots on grocery store shelves or waiting months instead of weeks for a furniture delivery are feeling the ripple effects of supply chain disruptions—with more shortages and delays anticipated as the holiday season approaches. Much of the merchandise is out there, stalled in cargo ports loaded with shipping containers at unprecedented volumes. Labor shortages have slowed the pace of unloading containers and warehouses to a crawl, and ports on both U.S. coasts have requiredmrodin@bostondynamics.com (Boston Dynamics Team)
  • 10
    What is Dynamic Sensing?
    Artificial intelligence is changing the way businesses operate. AI systems demand a continuous flow of repeatable data that’s difficult to collect on physical sites. Today, the health of equipment in facilities is monitored through a mix of fixed sensors and operator rounds. These sensors are limited in perspective, expensive to scale, and can’t adapt to changes. Companies make up the data deficit by spending human resources on tedious data collection. But people are too inconsistent at data colmrodin@bostondynamics.com (Boston Dynamics Team)
10分钟前更新
  • 01
    How AI Is Helping African Farmers Prepare for El Niño
    Opportunity International's Tim Strong explains how a WhatsApp-based AI tool gives smallholder farmers locally relevant advice on what and when to plant. The technology is designed to help farmers make better decisions and reduce the cost of uncertainty as weather patterns become increasingly unpredictable. (Source: Bloomberg)
  • 02
    Australia’s Deputy PM Defends Data Security After OpenAI Hack
    Australia’s sensitive government data is kept in a “fortress,” Deputy Prime Minister Richard Marles said Sunday, seeking to reassure the public after revelations last week that an OpenAI model hacked a government website.Ainsley Thomson
  • 03
    China State Media Says US Shares Responsibility for Managing AI
    China and the US have the ability and responsibility to manage and develop artificial intelligence, according to a post published Sunday by Yuyuantantian, a social media account affiliated with state broadcaster China Central Television.Bloomberg News
  • 04
    Exxon Signs Shale Deal With Azerbaijan for Middle Kura Basin
    ExxonMobil Holdings Corp. agreed to pump oil and natural gas from Azerbaijan’s shale fields as the Texas energy giant takes its fracking expertise overseas.Kevin Crowley
  • 05
    AI Gives Tech Firms New National Security Power
    Author Sharon Weinberger tells Bloomberg This Weekend that Silicon Valley’s relationship with the defense industry has transformed as technology companies and investors increasingly embrace national security work. Speaking with host Christina Ruffini, Weinberger says the growing power of AI and defense technology companies is testing the government’s ability to provide effective regulation and oversight. (Source: Bloomberg)
  • 06
    What Is an AI Kill Switch? Why Shutting Down AI Isn’t So Simple
    If artificial intelligence becomes too powerful for its creators to control, is it possible to just flip a switch and turn it off?Micah Barkley
  • 07
    Deel Dealt New Setbacks in Rippling Case Over Alleged Spying
    Deel Inc. was hit with new setbacks in Rippling Inc.’s corporate espionage litigation against the HR startup.Peter Blumberg
  • 08
    Alabama Says TikTok to Pay Up to $300 Million for Kid Safety
    Alabama’s attorney general said TikTok has agreed to pay up to $300 million and adopt new user protection measures to settle the state’s child-safety lawsuit that was set for a jury trial to begin Monday.Georgia Fearn