• AI Innovations and Insights 27: OCR Hinders RAG and RAGChecker
    towardsai.net
    LatestMachine LearningAI Innovations and Insights 27: OCR Hinders RAG and RAGChecker 0 like February 18, 2025Share this postLast Updated on February 18, 2025 by Editorial TeamAuthor(s): Florian June Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium.This article is the 27th in this mind-expanding series.Today, we will explore two enlightening topics in AI, which are:OCR Hinders RAG: Unraveling the Distorted Knowledge PuzzleRAGChecker: A Careful TeacherOpen-source code: https://github.com/opendatalab/OHR-BenchImagine RAG as a system trying to piece together a complete world jigsaw puzzle, but the pieces it receives from OCR are missing, distorted, or sometimes even belong to an entirely different puzzle.For example, semantic noise changes the color and shape of certain pieces like turning E=mc into E=mc while formatting noise alters their structure, cutting rounded pieces into squares, as seen when table formats get scrambled.As a result, RAG assembles a distorted version of the world, leading to inaccurate or even absurd answers.OCR Hinders RAG examines how these missing pieces affect knowledge extraction and proposes better strategies to complete the puzzle.We know that PDF parsing is a key part of RAG.However, OCR introduces noise when extracting information from unstructured PDFs, and since RAG systems are sensitive to input quality, OCR errors can have a cascading impact on knowledge base construction and retrieval.Figure 1. Construction of OHRBench and evaluation protocol. [Source].As shown in Figure 1, OCR Hinders Read the full blog for free on Medium.Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming asponsor. Published via Towards AITowards AI - Medium Share this post
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  • Save $1,000 Off the Lenovo Legion 7 Intel Core i9 RTX 4080 Super Gaming PC
    www.ign.com
    Lenovo has dropped the price of its powerful Lenovo Legion Tower 7i Gen 8 RTX 4080 Super gaming PC to only $2,160.99 after coupon codes: "EXTRAFIVE" and "BUYMORELENOVO". In our recent Legion Tower 7 review (the sample we received wasn't as powerful as this one), Jacqueline Thomas wrote that "The Legion Tower 7i is an incredibly powerful gaming PC, especially for the money youre likely going to be paying for it. If all you want is a powerful, upgradeable machine without having to go through the trouble of building it yourself, its hard to find many gaming PCs better than this one."Lenovo Legion Tower 7i Gen 8 RTX 4080 Super Gaming PCLenovo Legion Tower 7i Intel Core i9-14900KF RTX 4080 Super Gaming PC with 32GB RAM, 1TB SSDApply second code: BUYMORELENOVO (may be auto applied)The Lenovo Legion Tower 7i Gen 8 is equipped with an Intel Core i9-14900KF CPU, GeForce RTX 4080 SUPER GPU, 32GB of DDR5-4000MHz RAM, and a 2TB PCIe NVMe SSD. The unlocked 14th gen Intel Core i9-14900KF Raptor Lake "Refresh" CPU boasts a max Turbo clock of 6GHz with 24 cores, 32 threads, and a 36MB cache. It's still one of the most powerful Intel CPUs available (in many cases it even beats out the new Intel Core Ultra 9 285K). It's cooled by a robust 360mm all-in-one liquid cooling system that rivals many enthusiast setups.The RTX 4080 Super is Nvidia's second most powerful RTX 40 series card. You'll be able to handle any game in 4K at high frame rates, even with ray tracing enabled. It's 5-10% faster in performance than the RTX 4080 thanks to its higher base clock speed, higher CUDA core count, and higher memory bandwidth. It trades blows with AMD's most powerful GPU, the Radeon RX 7900 XTX, but the RTX 4080 Super pulls ahead in ray tracing performance and where DLSS 3.0 is supported. It's nearly identical in performance to the new RTX 5080 GPU and also has the same amount of VRAM. Nvidia GeForce RTX 4080 Super Review by Jacqueline Thomas"The Nvidia GeForce RTX 4080 Super, just like the original RTX 4080, is a 4K graphics card through and through. In every test, this GPU excels at that high resolution with plenty of room to spare, especially if you utilize Nvidia's DLSS. Even in games without DLSS or ray tracing, like Total War: Warhammer 3, the RTX 4080 Super is a monster at 4K, scoring 79fps, compared to 76 from the RTX 4080 and 86 from the AMD Radeon RX 7900 XTX."Why Choose Lenovo?Lenovo Legion gaming PCs and laptops generally feature better and more rugged build quality than what you'd find from most other prebuilt PCs. For desktop PCs in particular, people like the fact that Lenovo does not use many proprietary components in their rigs, so the PCs are much easier to upgrade with easiy obtainable, off-the-shelf parts. For laptops, Lenovo generally does not throttle the GPU on most of their Legion laptops, so you should expect maximum performance from a given GPU. Lenovo generally includes a solid 1 year warranty with the option to extend.Why Should You Trust IGN's Deals Team?IGN's deals team has a combined 30+ years of experience finding the best discounts in gaming, tech, and just about every other category. We don't try to trick our readers into buying things they don't need at prices that aren't worth buying something at. Our ultimate goal is to surface the best possible deals from brands we trust and our editorial team has personal experience with. You can check out our deals standards here for more information on our process, or keep up with the latest deals we find on IGN's Deals account on Twitter.Eric Song is the IGN commerce manager in charge of finding the best gaming and tech deals every day. When Eric isn't hunting for deals for other people at work, he's hunting for deals for himself during his free time.
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  • The Best Wireless Chargers for Phones, Headphones, and All Your Other Accessories
    www.ign.com
    Skip a tangled mess of cables and opt for a wireless charger instead. Theyre the easiest way to top off the batteries of your phone, earbuds, smartwatch, and other wireless-supported accessories. By simply plopping your devices on a mat or stand, charging will begin. You arent limited to relying on a wall outlet for wireless charging either, as some portable battery packs also offer this handy feature, which is perfect for those prone to forgetting a charging cable when on the go. TL;DR These Are the Best Wireless Chargers:Our Top PickAnker 313 Wireless ChargerSee it at AmazonSamsung 15W Wireless ChargerSee it at AmazonBelkin BoostChargeSee it at AmazonAnker MagGo Power BankSee it at AmazoniOttie Easy One Touch Wireless 2See it at AmazonNomad Base StationSee it at AmazonApple MagSafe ChargerSee it at AmazonBelkin MagSafe 3-in-1 Charging StandSee it at AmazonWireless charging speeds still havent hit the level of some traditional high-powered wall chargers, but many are inching closer to those rates, especially chargers with Qi2 certification the newest version of the most common wireless charging standard. The latest MagSafe Charger from Apple can even hit speeds up to 25W with the top iPhones. We know wireless chargers arent the most exciting thing to shop for when it comes to tech accessories, but they're such a no-brainer to have these days. Below are eight reliable and great value options worth checking out. Contributions by Kevin Lee1. Anker 313 Wireless ChargerBest Wireless ChargerOur Top PickAnker 313 Wireless ChargerAffordable and compact Qi wireless charger capable of hitting 10W charging speeds.See it at AmazonProduct SpecificationsMax Charging Rate10WConnector Type4-ft Micro USBSize3.94" x 0.39" x 3.94"PROSCharges through cases up to 5 mm thickIndicator lightsCONSUSB-A connectorTheres nothing wrong with simple when it comes to a wireless charger. You just want to plop your device on it and be done with it. The Qi wireless charging standard makes that easy by ensuring a decent amount of compatibility between devices, and the Anker 313 Wireless Charger provides a handy way to take advantage of that standard at a fantastic price. For $15, you get the charging pad and USB cord, so once its plugged in with the right adapter, you just place your compatible phone or wireless earbuds in the center, ditching your device's cords forever. You dont need to worry about removing your phone's case either, as the pad charges through cases up to 5mm thick. The Anker 313 Wireless Charger provides fast charging speeds up to 10W on compatible devices. Most Samsung phones with wireless charging let you hit those 10W speeds, and iPhones should support 7.5W. For everything else, you should see 5W. Anker also includes indicator lights on this wireless charger to signal when a device is charging. 2. Samsung 15W Wireless ChargerFastest Wireless ChargerSamsung 15W Wireless ChargerGet fast 15W wireless charging speeds and a cooling system inside the chargers compact form factor to prevent overheating.See it at AmazonProduct SpecificationsMax Charging Rate15WConnector TypeUSB Type-CSize3.58" x 0.72" x 3.58"PROS15W speedsCooling system includedCONSNot Qi certifiedWireless charging often lags behind its wired counterparts where speed is concerned, but the Samsung 15W Wireless Charger changes that, juicing up your device at a rate that beats many wired charging bricks. Samsung even included a cooling system complete with a fan inside the compact charger to prevent any potential overheating from the boosted charging speed.The Samsung 15W Wireless Charger isnt Qi certified, but it does support USB PD and Adaptive Fast Charging travel adapters. It also comes with a 25W power adapter, so you wont need to worry about purchasing one separately. To round out this charger are handy LEDs onboard to indicate when your device is done fueling up.3. Belkin BoostChargeBest Wireless Charging StandBelkin BoostChargeThe BoostCharge stand can hold your phone in the vertical orientation or landscape, delivering a maximum charging rate of up to 15W on Qi-compatible devices.See it at AmazonProduct SpecificationsMax Charging Rate15WConnector TypeUSB-CSize16" x 9" x 1"PROSHolds phone up while charging24W Quick Charge 3.0 power supply in the boxCONSNot the most stableIf you like to be able to use your phone a little bit while it's wirelessly charging, then you'll want a stand rather than a pad. Belkin's BoostCharge wireless charging stand is a strong option that can deliver a fast rate of charge while giving you some flexibility for how you use it.The BoostCharge stand can deliver a maximum charging rate of up to 15W on Qi-compatible devices. And, to help ensure you get the max charging speeds, Belkin includes a 24W Quick Charge 3.0 power supply in the box. The wireless charging stand can hold your phone in the vertical orientation to charge, or if you want to throw it in landscape so you can watch TV or a movie, the stand will support wireless charging in that orientation as well.4. Anker MagGo Power BankBest Wireless Charger Power Bank Anker MagGo Power BankAlign this Qi2-certified, MagSafe compatible battery pack perfectly to your iPhone and charge wirelessly on the go.See it at AmazonProduct SpecificationsMax Charging Rate15WConnector TypeUSB-CSize4.22" 2.71" 0.78"PROSSupports MagSafe and Qi2 Decent 15W wireless charging rateCONSAdds bulk to phoneThe top power banks are handy little sidekicks that make sure your phone nevers run out of juice. But half the time when you manage to remember the battery pack, the stupid cable to run between the devices gets forgotten. The Anker MagGo Power Bank makes this a non-issue thanks to its support for wireless charging. MagSafe compatibility is on board for an ultra-strong, reliable connection when juicing up the best iPhones and AirPods, and the Qi2 certification means its good to charge just about any other device that supports Qi wireless. However, this portable charger will add some bulk to phones. With 10,000mAh of extra juice packed in the Anker MagGo, its ready to deliver at least another full charge or more to most phones. Wireless charging is relatively fast too, hitting up to 15W speeds on certain devices. Even if some of your devices dont support wireless, this power bank has a USB-C port too. Like many of its newer bricks, Anker makes this power bank more unique by adding a tiny screen displaying handy info like charging times, and battery percentages. Theres even a little kickstand to prop up your phone when charging, and it comes in a range of colors to suit your preferences. 5. iOttie Easy One Touch Wireless 2Best Wireless Charger For Your CariOttie Easy One Touch Wireless 2Plug the iOttie Easy One Touch Wireless 2 into your cars auxiliary power while a Qi wireless charging mount holds your phone in place.See it at AmazonProduct SpecificationsMax Charging Rate10WConnector TypeMicro USBSize7.4" x 5.2" x 3.3"PROSAdjustable telescopic armExtra USB to charge other devicesCONSSuction cup doesn't always work greatA basic wireless charger is great for home use, but when youre on the road, youll want something a little more specialized. The iOttie Easy One Touch Wireless 2 is the charger to get for your car whether youre planning to charge up an iPhone at 7.5W or an Android at 10W. iOttie also includes a power adapter that plugs into your cars auxiliary power outlet and offers a cable to power the charger as well as an extra USB for other devices.This wireless charging cradle will hold your phone in place while youre driving so that it sits in proper alignment with the Qi wireless charging coil. A button automatically shuts the cradle once your phone is mounted, and the cradle comes on an adjustable, telescopic arm, so you can angle your screen just right. It sticks to your dashboard or suctions to your windshield for lots of placement flexibility. 6. Nomad Base StationBest Wireless Charger for Multiple DevicesNomad Base StationQi-certified wireless base station designed with three charging coils inside, each outputting 10W to charge multiple devices.See it at AmazonProduct SpecificationsMax Charging Rate7.5WConnector TypeUSB-C, USB-ASize10.12" x 7.56" x 1.97"PROSQi certifiedCan charge up to 5 devices simultaneously CONSLimited charging speedsIf you've got a lot of devices to charge and want to get them all simultaneously juiced up, then the Nomad Base Station is for you. It has a specially designed array of three charging coils inside where any device anywhere on the pad can charge at up to a 7.5W rate. This model is especially well suited for Apple Watch users, as it includes an integrated mount for the watchs charging cable. The Nomad Base Station is Qi certified, so you can charge almost any device that supports wireless charging. You also arent limited to juicing up wirelessly, as you get a USB-C and USB-A port to charge a total of five devices at once. Nomad's design is pretty sleek too, with a thin, sturdy aluminum base, padded leather surface, and no-slip feet. 7. Apple MagSafe ChargerBest MagSafe ChargerApple MagSafe ChargerApples official MagSafe charger provides wireless charging up to 15W, so your iPhone and AirPods can charge up in a snap.See it at AmazonProduct SpecificationsMax Charging Rate25WConnector TypeUSB-CSizeNot specifiedPROSUp to 25W of charging powerStrong magnet systemCONSDoesn't include wall chargerApple created MagSafe for a secure connection when wirelessly charging Apple devices by using a special ring of magnets. This technology is found in models from the iPhone 12 and up, as well as a few AirPod models. For the easiest time charging these devices, we recommend grabbing the Apple MagSafe Charger. Its hard not to fall for the slim and compact puck design, while its unique magnets are strong enough to keep wirelessly charging an iPhone even when its in use. With the newest MagSafe Charger from Apple, certain iPhones can juice up wirelessly at speeds up to 25W as long as youve got it hooked up to a 30W USB-C power adapter. (An adapter doesnt come with the charger, so be sure to check out the best USB-C chargers for options.) Adding more value to this charger is the Qi2 support, meaning this can be used to wirelessly charge non-MagSafe devices too. 8. Belkin MagSafe 3-in-1 Charging StandBest MagSafe Wireless Charging StandBelkin MagSafe 3-in-1 Charging StandMagSafe stand capable of charging up to three devices simultaneously and includes a 40W power adapter.See it at AmazonProduct SpecificationsMax Charging Rate15WConnector TypeUSB-CSize5.26" x 5.26" x 5.65"PROSFeatures MagSafe technologyMultiple charging pointsCONSPriceyDo you have multiple Apple devices capable of wirelessly charging? Then the compact Belkin MagSafe 3-in-1 Charging Stand is for you. It features MagSafe technology, which will hold Apple products in place as they juice up, and you can charge an iPhone, Apple Watch, and AirPods at once. This Belkin stand is compatible with many of the best iPhones, allowing the phone to magnetically attach to the stand in either a portrait or landscape orientation, delivering up to 15W of power. Next to the iPhone stand is an Apple Watch mount with a magnetic puck capable of fast charging the Apple Watch 7 or newer. The final MagSafe charging point is at the base, which is ready to charge devices at a rate of up to 5W. Belkin even throws in a 40W power adapter to ensure your electronics juice up at top speeds.What to Look for in a Wireless ChargerTechnically, Qi isnt the only wireless charging standard on the market, but with other standards like PMA and A4WP dwindling in influence, your phone most likely supports Qi charging, so thats what we've focused on in this guide.In addition, its important to mention that wireless charging is hardly the fastest way to recharge your phone. It's awfully convenient to plop your phone down on a pad at the end of the day, but wireless charging is just plain slower than the wired fast charging options.Some folks also have problems with needing to find the right sweet spot for their phone on the mat (hence lots of Amazon reviews claiming a given charger is unreliable). I personally love wireless charging, but you may find the speed and reliability of wired charging preferable to the convenience of wireless its all about personal preference.Wireless Charger FAQHow does inductive charging work?Inductive charging, also known as wireless charging, uses an electromagnetic field to create a current and charge up devices. A charging unit like a wireless charger or power bank will have a transmitter coil that produces a current, while a device, like a phone, earbud case, or smartwatch, integrates a receiver coil. When a current goes through the charging unit coil, it creates an electromagnetic field. Then, if the receiver coil on a device gets placed close enough to the electromagnetic field, a current gets induced, which charges the devices battery. What is MagSafe charging?Apple developed MagSafe to make wirelessly charging an iPhone easier. This technology was first introduced with the iPhone 12 and has been packed into every iPhone since then. Wireless chargers that support MagSafe charging have unique magnets around the transmitter coil. When they interact with an iPhone (or an iPhone in a MagSafe case), a stronger, perfectly-aligned, and secure magnetic connection occurs. That allows for more efficient charging, hitting speeds up to 25W (only on certain Qi2 wireless chargers) with the iPhone 16 and 15W for older models. Without MagSafe support, wireless charging is limited to 7.5W. Will a wireless charger work with any phone?Wireless chargers only support phones that have wireless charging technology packed in. Older phones and budget options may not have the proper coil to charge it without plugging in. However, if your phone supports wireless charging, chances are good that itll work with almost any wireless charger. What makes things even easier is the widely adopted Qi standard. Just be sure to check your phone and charger both support Qi before purchasing. Apples MagSafe technology may only be available on certain Apple devices. Luckily, even MagSafe chargers offer the same Qi standard, so you can use just about any Qi-supported device with them.
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  • Apple to face public hearing in Brazil next week over App Store rules
    9to5mac.com
    The Brazilian antitrust regulator has been investigating Apple for imposing anti-competitive terms and conditions on the App Store. Although the company was given more time to make its case after a judge overturned an injunction against the App Store last year, Apple will now have to face a public hearing in Brazil on the case.Apples App Store faces antitrust scrutiny in BrazilAs reported by Estado (via MacMagazine), the Brazilian antitrust regulator (Cade) will hold a public hearing next week to discuss aspects of competition related to the iOS ecosystem. Since Android is also being investigated by Cade, Google will also have to participate in the public hearing.Cade says that the hearing aims to find ways to deal with digital markets and the growing number of complaints about violations of economic order related to mobile devices and their operating systems.The report mentions that companies such as Match (owner of Tinder) and Epic Games, known for its dispute against Apple over Fortnite, have filed complaints with the Brazilian regulator against both Apple and Google. Representatives from Match and Epic are likely to attend the public hearing.When it comes to Apple, Cades investigation began after Latin American e-commerce giantMercado Libre accused Apple of forcing developers offering digital goods or services in their apps to use Apples own payment system. Cade is also investigating Apple for the practice of tying by imposing anti-competitive terms and conditions on iOS.In November 2024, Cade ruled thatApple can no longer prevent developers from selling content and distributing apps outside the App Store in Brazil.The company would have 20 days to comply with Brazils antitrust legislation, otherwise it would be fined more than $40,000 a day. Apple appealed the decision and a judge ruled that the injunction was unnecessary, giving the company more time to discuss the case.The trial is expected to take place in the next few months, and if Apple loses, it will have to change how the App Store works in Brazil.In a related note, the report also mentions that the Brazilian government aims to regulate other big techs like Meta and Amazon in the future. This comes after US President Donald Trump threatened to impose higher tariffs on products imported from Brazil.Add 9to5Mac to your Google News feed. FTC: We use income earning auto affiliate links. More.Youre reading 9to5Mac experts who break news about Apple and its surrounding ecosystem, day after day. Be sure to check out our homepage for all the latest news, and follow 9to5Mac on Twitter, Facebook, and LinkedIn to stay in the loop. Dont know where to start? Check out our exclusive stories, reviews, how-tos, and subscribe to our YouTube channel
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  • Humane wrapped its bet against the iPhone in the cloak of AI and lost
    9to5mac.com
    The Ai Pin is officially dead. Parts of Humane have been sold to HP, and the Ai Pin will cease to function in a week. Cause of death? An outdated and undercooked bet against the iPhone made by former Apple engineers that Humane tried to disguise as artificial intelligence hardware.Bloomberg reports that HP has agreed to acquire assets from Humane for $116 million. Humanes sole product, Ai Pin, wont become an HP product. Instead, HP will put the parts of Humane that it is acquiring into its AI portfolio.Despite the products name, there wasnt a whole lot of AI in the Ai Pin.The hardware was basically an Apple Watch-sized version of the iPhone. Only it had no display aside from a low fidelity projector that relied on an unintuitive hand gesture system to control. It could summarize your text messages, but not your text messages. Just the ones that people sent to your special Ai Pin phone number. The actual AI aspects mostly relied on early versions of ChatGPT. Apple isnt doing enough with Siri to make its voice assistant competitive with ChatGPT, but at least the iPhone is where the best features of ChatGPT exist and theyre evolving daily.Before it was called Ai Pin, the product was being developed during a global conversation around smartphone addiction and too much screen time in our everyday lives. Apple even released a feature to ease concern called Screen Time that allegedly tracks device usage.Then the pandemic made remote work the norm, and screens became the only way we stayed connected.Humane still positioned its product as the solution for helping you reconnect with the real world and use your phone less. The hardware was managed through a website because Humane knew that requiring a smartphone app was antithetical to the devices purpose.Personally, I never got to try the Ai Pin. The concept is cool, but its a smartphone accessory that extends the experience like AirPods or the Apple Watch not a standalone device worth hundreds of dollars for the hardware and another monthly fee for the product to do anything.9to5Macs TakeHumane co-founders and former high level Apple executives Imran Chaudhri and Bethany Bongiorno join HP as part of the deal, helping the PC maker integrate AI into its products.Much less glamorous than what the duo were previously selling, but marketing the miniature smartphone without a display or much battery as an artificial intelligence product seems to have been a bet that ultimately paid off.$116 million seems generous for a company that sold customers $500 and up hardware with a $24/month subscription that ceases to function 10 months and two weeks after release. Rest in HP, Humane.Best Apple accessoriesFollow Zac Hall on X, Threads, and Bluesky, and listen to Runtime with co-host Sophia Tung on Apple Podcasts and YouTube.Add 9to5Mac to your Google News feed. FTC: We use income earning auto affiliate links. More.Youre reading 9to5Mac experts who break news about Apple and its surrounding ecosystem, day after day. Be sure to check out our homepage for all the latest news, and follow 9to5Mac on Twitter, Facebook, and LinkedIn to stay in the loop. Dont know where to start? Check out our exclusive stories, reviews, how-tos, and subscribe to our YouTube channel
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  • As Airplanes Fall Out of Sky, FAA Fires Hundreds and Brings In Elon Musk
    futurism.com
    Donald Trump kicked off his presidency by gutting aviation regulators and almost immediately, saw the US's deadliest air accident in over twenty years happen under his watch.Now, his Transportation secretary Sean Duffy says the already beleaguered Federal Aviation Administration has just laid off "less than 400" employees, Axios reports, even as the country is beset with a flurry of more high-profile aviation incidents.And that's bad enough but wait till you hear which recurring character they're calling in to pick up the pieces."Tomorrow, members of [Elon Musk's] SpaceX team will be visiting the Air Traffic Control System Command Center in [Virginia] to get a firsthand look at the current system," Duffy said in a separate announcement.Musk professed the seriousness of his latest mission."The safety of air travel is a non-partisan matter," Musk wrote on X Sunday. "SpaceX engineers will help make air travel safer."Musk meddling with the FAA raises numerous conflicts of interests. His company SpaceX has frequently butted heads with the regulator for halting the launches of its rockets like Starship. Prior to Trump taking office, Musk repeatedly called for the previous FAA administrator, who enforced those decisions that the president's First Buddy didn't like, to resign. Musk eventually got his way.Is Musk in any way qualified for the job? Launching rockets isn't the same thing as coordinating the tens of thousands of flights that take place in the US every day. The answer is no but it's not a question that's stopped him from deciding how other federal agencies are supposed to function over the past few weeks.Paired with the downsizing of the aviation agency, Musk's incursion puts additional scrutiny on the Trump administration's handling of American airspace. The cuts were carried out as part of the Musk-led Department of Government Efficiency's latest effort to downsize the federal workforce by firing "probationary" employees, or workers who were hired or promoted to their position in the past year."Zero air traffic controllers and critical safety personnel were let go," Duffy claimed in his announcement, a post on X-formerly-Twitter, calling the FAA's size of 45,000 employees "staggering."There's little reason to take Duffy at his word that he didn't fire any key personnel as the chaos wreaked elsewhere in government suggests. After firing employees at the National Nuclear Security Administration as part of sweeping layoffs targeting the Department of Energy, Elon's hatchetman scrambled to get some of them back. Why? The Trump lieutenants didn't realize at the time that the men they had just told to buzz off were in charge of safeguarding the US's nuclear arsenal. Seems like a major oversight.But rest assured. We're sure that the FAA job cuts are being done with the utmost rigor. Right?"Every one of these folks that theyre letting go performs a job that supports aviation safety in some way shape or form," president of Professional Aviation Safety Specialists Dave Spero, a union representing 11,000 FAA workers, toldthe Washington Post.More on Trump: Trump Enacts Brutal Cuts at NASAShare This Article
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  • Mother of OpenAI Whistleblower Says She's Sent Material From Scene of Alleged Suicide for Laboratory Testing
    futurism.com
    OpenAI whistleblower Suchir Balaji's autopsy report has been released to his family, who remain unconvinced that he died by suicide and that they're testing a strange hair sample found in his apartment.According to a joint report from the city's medical examiner and police department that was provided to Fortune and other media outlets, investigators "found no evidence or information to establish a cause and manner of death for [Balaji] other than a suicide by self-inflicted gunshot wound to the head."As she has since soon after Balaji's untimely death which occurred just a month after the New York Times published his claims that he'd helped OpenAI hoover up "enormous amounts" of copyrighted material to train its AI without the consent of any creators his mother Poornima Ramarao insists there's more to the story than authorities are letting on,especially when it comes to the official report's claim that the young man was alone in his apartment and that there was no sign of struggle or forced entry."There are tons of inconsistencies in [the medical examiner's] decision," Ramarao wrote in a post on X, seemingly referencing a previous claim she made about the discovery of a blood-covered synthetic hair at Balaji's apartment after his death.Ramarao now says that she and her family "have sent the hair found in [the] apartment for testing.""[Underlying] assumptions are not supporting the facts in reports," the mother wrote, alluding to her family's independent autopsy that found his fatal gunshot wound wasn't consistent with suicideIn a lawsuit filed ahead of this new report, Ramarao and her husband Balaji Ramamurthy claimed that San Francisco and its police department were covering up alleged foul play in their son's death and that they had never properly processed the scene of their son's death or looked at his phone or laptop.Perhaps responding to the latter claim, SF authorities said in their report that Balaji's computer had been used to search for information about brain anatomy. Paired with toxicology findings from the latest autopsy suggesting he'd been drinking and taking amphetamines, that final internet search does seem to bolster a portrait of a young man under pressure and in crisis.Needless to say, the whole situation feels ripped from the pages of a techno-thriller and while much has remained a muddy haze of claims and counterclaims, it'll be interesting to see if that synthetic hair analysis brings any new clarity to the case.More on untimely deaths: Mother Says Her Son Died After UnitedHealth Jacked the Price of His Inhaler From $66 to $539Share This Article
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  • Government Agencies, Universities, Nonprofits Pause Critical Work Over Trump Administration Executive Orders
    www.scientificamerican.com
    February 18, 20258 min readTrump Takes a Giant Wrecking Ball to U.S. ResearchAmerica's status as a global science leader is in doubt as the administration freezes funding and targets research that references climate or diversityBy Chelsea Harvey & E&E News Thousands of New Yorkers gather at the 'Stop the Coup' rally against the Trump Administration in Union Square and march to Washington Square Park on Presidents' Day in New York City, United States on February 17, 2025. Selcuk Acar/Anadolu via Getty ImagesCLIMATEWIRE | Scientists across the country are in turmoil as President Donald Trump wages an assault on U.S. research.Theyre worried about their funding and job security. Theyre censoring their language around topics like climate change and diversity. And theyre wondering what kinds of science theyll be allowed to conduct in a rapidly shifting U.S. research landscape.The Trump administration has frozen billions of dollars in funding, paused grant reviews, cut critical support for institutional science and released sweeping executive orders to reshape the federal government. Much of the uncertainty in the research world stems from Trumps executive order on DEI, which calls for the federal government to eliminate programs and grants related to diversity, equity and inclusion.On supporting science journalismIf you're enjoying this article, consider supporting our award-winning journalism by subscribing. By purchasing a subscription you are helping to ensure the future of impactful stories about the discoveries and ideas shaping our world today.The order's language is so broad that universities and research institutions still dont understand its full scope, leaving researchers worried that projects involving any mention of gender, race or equity even in the name of science might be on the chopping block. At least one university is advising researchers to not use words like biodiversity to avoid being flagged by AI-based grant review systems.Its clear that you cant be a researcher or scientist in the U.S. anymore, especially if focused on science equity, climate, etc., said one university researcher in a message to POLITICO's E&E News.Researchers who spoke with E&E News expressed fears that the U.S. is losing its status as a global science leader. Most declined to be named, citing concerns about loss of funding and professional retaliation.These aren't just scientists who work for the federal government, where billionaire Elon Musk's efforts to gut agencies from NOAA to EPA have thrown federal research into limbo. The turmoil extends to the countrys vast network of universities and other research institutes, where the threats to federal funding awards which provide much of their research support are raising existential questions about the future of U.S. science.There is no question that the financial implications are significant, said University of Hawaii President Wendy Hensel in a special address to the institutions campuses on Feb. 6. Notably, however, the executive orders do not define what DEIA or environmental justice means, and this fact has been noted in several lawsuits that have been filed.One of the biggest blows to research universities came in the form of a Feb. 7 announcement from the National Institutes of Health indicating that the agency would cut billions of dollars in funding for research-related administrative costs, which experts have described as critical support for institutional science including medical research.Twenty-two state attorneys general have since sued the Trump administration, followed by a second lawsuit brought by a group of universities. A district judge in Boston has issued a temporary restraining order blocking the cuts.Contrary to the hysteria, redirecting billions of allocated NIH spending away from opaque administrative expenses means there will be more money and resources available for legitimate scientific research, not less, said Kush Desai, White House deputy press secretary, in an email to E&E News.But if the cuts are upheld in court, they will blow a huge hole in the financial ecosystem for research universities, John Aubrey Douglass, a senior research fellow at the Center for Studies in Higher Education at the University of California, Berkeley, said in an email.Its likely that other science-supporting agencies, like the National Science Foundation or the Department of Energy, would then follow suit with major funding cuts of their own, he added.If those shoes drop, the future of U.S. science would take a big hit, he said.'Higher ed is not safe'Federal courts have tried to stymie some of Trump's efforts. After the Office of Management and Budget announced a sweeping freeze on federal aid, federal courts ordered the administration to lift the freeze.But states, nonprofits and other organizations have accused the administration of continuing to freeze some grants in defiance of the court orders.Trump has also issued an executive order that calls for the termination of the Green New Deal" and aims to boost fossil fuels. It directs agencies to pause funding from the 2022 climate law, known as the Inflation Reduction Act, and the 2021 bipartisan infrastructure law, as well as review other grants and loans to ensure they comply with the order.Last month, science agencies, including the National Institutes of Health and the National Science Foundation, temporarily paused the review panels they use to evaluate grant proposals from researchers, citing the need to ensure compliance with the new administrations orders.Reviews have since resumed at both agencies, but NSF employees have reported new instructions to flag and review grants containing language related to diversity, equity and inclusion.Most recently, scientists across the country were alarmed to find their research projects listed in a database released last week by Sen. Ted Cruz (R-Texas) identifying more than 3,400 NSF-funded grants he described as questionable projects that promoted Diversity, Equity, and Inclusion (DEI) or advanced neo-Marxist class warfare propaganda.The spreadsheet broadly groups the grants into five categories based on their subject matter, comprising gender; race; environmental justice; social justice; and status, which refers to grants focusing on underrepresented or disadvantaged populations.The same database underpinned an October report released by Cruz suggesting that the NSF has increasingly funded research and programs that color scientific investigation and engagement projects through the lens of political ideology.The list has raised new worries among scientists that NSF and other agencies may curtail or reject projects en masse based on broad subject-matter categories, like gender and race.Meanwhile, the combination of proposed funding cuts and grant reviews has caused widespread confusion and alarm among university researchers and leadership alike.Scientists who spoke with E&E News described fears that their funding agencies may order them to halt ongoing projects, as well as concerns about whether theyll be eligible for future grants. Some indicated that their own institutions had provided vague or inconsistent guidance on how to proceed, leaving researchers unsure of their next steps.Universities response has been pathetic, said one researcher whose work focuses on broadening access and participation opportunities for underrepresented students in STEM. The researcher has become politically active in a local Democratic Party in response to the recent events and is considering transitioning to a career in primary or secondary education.I had other aspirations for myself when I got my doctorate, the researcher said. But higher ed is not safe.Self-censorship growsSome large research universities across the country have issued general recommendations to their faculty in response to Trumps executive orders, with many advising researchers to continue with their projects unless their funding agencies order them to stop.Yet some have also urged caution when interpreting the scope of the orders.Until we have a formal definition of the meaning of DEI and DEIA as referenced in the presidential executive order(s), it is recommended that DEI and DEIA be interpreted broadly, the University of Colorado, Boulder, suggested in an early recommendation to faculty posted on its website.The university has since updated its guidance to note that courts have blocked the federal spending freeze and to advise that all researchers, faculty, and staff continue working on their grants as normal.At the same time, some universities have confirmed that researchers have received stop work orders, even after federal courts ordered the Trump administration to resume its disbursement of grant funds.As of today, many agencies have resumed funding pending the outcome of litigation, Hensel, the president of the University of Hawaii, said in her Feb. 6 address. Other agencies, however, continue to issue stop work orders to some researchers at UH requiring them to assert compliance with the executive orders in order to receive additional funding.A spokesperson at Arizona State University confirmed in an email to E&E News that several federal agencies have sent notices indicating that they plan to discontinue funding certain projects at the university, adding that some faculty could face furloughs as a result.Faced with threats to ongoing projects, some university supervisors have begun quietly advising faculty to censor their research proposals, publications and public-facing documents to comply with Trumps orders.Earth science researchers at one large U.S. university were recently advised to use synonyms for diversity, equity and inclusion to avoid being flagged by AI-based grant review systems, according to a document obtained by E&E News. Faculty were advised that even terms like biodiversity, which refers to the natural variety of all life on Earth, might be flagged.A professor at a different U.S. university, who was granted anonymity out of fears of reprisal, was recently advised by supervisors to remove terms including climate change and greenhouse gas emissions from research papers and other public documents.The censorship makes it difficult to even report basic research findings in clear terms, said the professor, whose work funded by the Department of Transportation involves the intersection of urban planning and climate change.This is really like a giant wrecking ball on the entire higher education system in the U.S., the researcher said. Universities, the central administration, are at a loss they dont know what to do.Brain drain?The wide-ranging scope of Trumps orders has the potential to limit entire fields of independent science in the U.S., the researcher added.I dont know how our institutions are going to function if the federal government is banning research on one of the existential threats to our civilization, the researcher said. Many disciplines cannot do their work without referencing climate change.Other higher education experts have echoed those concerns.Like so much of the Trump agenda, there is little thought about the ramifications of quickly formulated draconian cuts, said Douglass, the UC Berkeley research fellow.The future science and tech capabilities of the U.S. are not even an afterthought in the Trump administrations recent activities, he added.New administrations typically come in with their own new priorities for research, said Matt Owens, president of the Council on Government Relations, an association of academic research institutions. Previous administrations have championed everything from nanotechnology to cancer research to advanced manufacturing.But these priorities are typically additive, not aimed at restricting research in other areas, he said. The Trump administration is taking a different approach one that will have long-term harmful consequences, Owens said.One of our strengths as a nation is the federal government has invested across the board in curiosity-driven research, because over time this pays dividends, he said. So an erosion of broad federal support for all areas of research will damage our ability to remain the global science and innovation leader.The U.S. has long enjoyed a reputation as one of the worlds most research-friendly countries, scientists say flush with funding and rich with both private- and public-sector science jobs. Many are now concerned that the worlds brightest minds will start seeking their opportunities elsewhere.The U.S. is the best place in the world to be a scientist right now, one U.S. researcher said in a message to E&E News, and these actions taken on DEI and funding will change that.Reprinted from E&E News with permission from POLITICO, LLC. Copyright 2025. E&E News provides essential news for energy and environment professionals.
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  • DOGE Reportedly Cuts FDA Employees Investigating Neuralink
    gizmodo.com
    By AJ Dellinger Published February 18, 2025 | Comments (3) | The FDA logo appears under a magnifying glass Jeppe Gustafsson / Shutterstock The purging of federal employees carried out by the Department of Government Efficiency (DOGE) somehow just keeps cutting staffers involved in investigating Elon Musks companies. According to a report from Reuters, several employees at the US Food and Drug Administration who were tasked with managing reviews and applications related to Musks Neuralink received pink slips over the weekend. Per Reuters, 20 people who worked in the FDAs office of neurological and physical medicine devices got axed as part of a broader effort being carried out by DOGE to cut down the federal workforce. Several of those employees worked directly on Neuralink, Musks company that produces brain-computer interfaces designed to be implanted in a human brain, and were tasked with reviewing clinical trial applications. While the sources Reuters spoke to said they did not think those employees were specifically targeted, the reduction of workers within the medical devices office isnt going to make things any easier for companies like Neuralink, which likely wants to see the approval process speed up. Fewer people to approve applications either means that the process slows down even more or corners get cut. Take a guess at which of those options Musk likely prefers. Targeted or not, its noteworthy just how frequently people involved in regulating Musk-owned companies are getting hit by DOGE-initiated layoffs. According to a report from the New York Times, at least 11 federal agencies targeted by DOGE cuts have ongoing actions related to Musks firmsa total of 32 investigations, complaints, and enforcement actions that seem likely to either grind to a halt or disappear as a result of staff reductions. Neuralink in particular seems to have benefited from efforts to squash watchdogs. Last month, the Inspector General at the US Department of Agriculture had to be removed from her office by security after refusing to comply with her termination, which she believed was illegal. She happened to beheading up an investigation into Neuralink looking into whether the company was violating animal welfare rules related to its tests on animal subjects.The FDA, too, has been looking into similar issues. Last year, the agency found that Neuralinks animal labs engaged in objectionable conditions or practices and urged the company to address the issuesbut did not issue any punitive actions related to the investigation. Neuralink and the FDA also had a standoff over allowing the company to move forward with human trials, a request that the FDA rejected over safety risks in 2022 before finally allowing limited trials to move forward a year later. In 2024, the FDA even gave Neuralink its breakthrough device designation, which allows for a speedier review process. The only thing faster might be no review at all.Daily NewsletterYou May Also Like By Matt Novak Published February 18, 2025 By Thomas Maxwell Published February 18, 2025 By Matthew Gault Published February 18, 2025 By Matt Novak Published February 18, 2025 By AJ Dellinger Published February 17, 2025 By Lucas Ropek Published February 16, 2025
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  • Humanes AI Pin is dead, as HP buys startup for $116M
    techcrunch.com
    Humane announced on Tuesday that it has been acquired by HP for $116 million. The hardware startup is immediately discontinuing sales of its $499 AI Pins. Humane alerted customers who have already purchased the Pin that their devices will stop functioning before the end of the month at 12 PM PST on February 28, 2025, according to a blog post.After that date, the company says its AI Pins will no longer connect to Humanes servers. The devices wont be capable of calling, messaging, AI queries/responses, or cloud access. Humane is advising AI Pin owners to transfer their important photos and data to an external device immediately.Humane says it will also dissolve its customer support team for the AI Pin on February 28.The news brings an end to the short-lived, buzzy hardware startup. Humane made a splash in April 2024 by launching its AI Pin, which it positioned as a smartphone replacement. The Bay Area startup, founded by ex-Apple employees Bethany Bongiorno and Imran Chaudhri, raised more than $230 million to create the device.However, Humanes AI Pin disappointed many early reviewers and customers, creating a crisis for the company. At one point last summer, Humanes returns for the AI Pin started outpacing its sales, according to reporting from The Verge. Adding insult to injury, Humane also told customers to stop using the devices charging case, citing battery fire concerns. In October, the company dropped the price of its AI Pins by $200.HP is acquiring Humanes engineers and product managers, according to a blog post announcing the acquisition. The Humane team will form the basis of a new group within HP called HP IQ, which it describes as an AI innovation lab focused on building an intelligent ecosystem across HPs products and services for the future of work.HP will also acquire some of Humanes technology, including its CosmOS AI operating system. Humane recently showed an ad suggesting the AI operating system could run on a cars entertainment system, a smart speaker, a TV, and an Android phone. This technology could be used to integrate AI into HPs personal computers and printers.Humane had sought to be acquired in May of 2024 for a much higher price, between $750 million and $1 billion, according to a report from Bloomberg. Humane did not immediately respond to TechCrunchs request for comment.
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