• ACLU Warns DOGEs Unchecked Access Could Violate Federal Law
    www.wired.com
    The ACLU says it stands ready to sue for access to government records that detail DOGEs access to sensitive personnel data.
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  • Trump's FBI Pick Kash Patel Took Up to $5M in Stock from Chinese Ecommerce Giant Shein
    www.wired.com
    Donald Trumps pick for FBI director told senators he has no plans to divest his shares, which his financial disclosure form says were received in exchange for consulting services.
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  • These documents are influencing the DOGE-spheres agenda
    www.technologyreview.com
    Reports from the US Government Accountability Office on improper federal payments in recent years are circulating on X and elsewhere online, and they seem to be a big influence on Elon Musks so-called Department of Government Efficiency and its supporters as the group pursues cost-cutting measures across the federal government.The payment reports have been spread online by dozens of pundits, sleuths, and anonymous analysts in the orbit of DOGE and are often amplified by Musk himself. Though the interpretations of the offices findings are at times inaccurate, it is clear that the GAOs documentswhich historically have been unlikely to cause much of a stir even within Washingtonare having a moment.Were getting noticed, said Seto Baghdoyan, director of forensic audits and investigative services at the GAO, in an interview with MIT Technology Review.The documents dont offer a crystal ball into Musks plans, but they suggest a blueprint, or at least an indicator, of where his newly formed and largely unaccountable task force is looking to make cuts.DOGEs footprint in Washington has quickly grown. Its members are reportedly setting up shop at the Department of Health and Human Services, the Labor Department, the Centers for Disease Control and Prevention, the National Oceanic and Atmospheric Administration (which provides storm warnings and fishery management programs), and the Federal Emergency Management Agency. The developments have triggered lawsuits, including allegations that DOGE is violating data privacy rules and that its buyout offers to federal employees are unlawful.When citing the GAO reports in conversations on X, Musk and DOGE supporters sometimes blur together terms like fraud, waste, and abuse. But they have distinct meanings for the GAO.The office found that the US government made an estimated $236 billion in improper payments in the year ending September 2023payments that should not have occurred. Overpayments make up nearly three-quarters of these, and the share of the money that gets recovered from this type of mistake is in the low single digits for most programs, Baghdoyan says. Others are payments that didnt have proper documentation.But that doesnt necessarily mean fraud, where a crime occurred. Measuring that is more complicated.An [improper payment] could be the result of fraud and therefore, fraud could be included in the estimate, says Hannah Padilla, director of financial management and assurance at the GAO. But at the time the estimates of improper payments are prepared, its impossible to say how much of the total has been misappropriated. That can take years for courts to determine. In other words, improper payment means that something clearly went wrong, but not necessarily that anyone willfully misrepresented anything to benefit from it.Then theres waste. Waste is anything that the person whos speaking thinks is not a good use of government money, says Jetson Leder-Luis, an economist at Boston University who researches fraudulent federal payments. Defining such waste is not in the purview of the GAO. Its a subjective category, and one that covers much of Musks criticism of what he sees as politically motivated or woke spending.Six program areas account for 85% of improper federal payments, according to the GAO: Medicare, Medicaid, unemployment insurance, the covid-era Paycheck Protection Program, the Earned Income Tax Credit, and Supplemental Security Income from the Social Security Administration.This week Musk has latched onto the first two. On February 5, he wrote that Medicare is where the big money fraud is happening, and the next day, when an X user quoted the GAOs numbers for improper payments in Medicare and Medicaid, Musk replied, at least. The GAO does not suggest that actual values are higher or lower than its estimates. DOGE aides were soon confirmed to be working at Health and Human Services.Health-care fraud is committed by companies, or by doctors, says Leder-Luis, who has researched federal fraud in health care for years. Its not something generally that the patients are choosing. Much of it is upcoding, where a provider sends a bill for a more expensive service than was given, or substandard care, where companies take money for care but dont provide adequate services. This happens in some nursing homes.In the GAOs reports, Medicare says most of its improper payments are due to insufficient documentation. For example, if a health-care facility is missing certain certification requirements, payments to it are considered improper. Other agencies also cite issues in getting the right data and documentation before making payments.The documents being shared online may explain some of Musks early moves via DOGE. The group is now leading the United States Digital Service, which builds technological tools for the government, and is reportedly building a new chatbot for the US General Services Administration as part of a larger effort by DOGE to bring more AI into the government. AI in government isnt newGAO reports show that Medicare and Medicaid use predictive algorithms and other models to detect fraud already. But its unclear whether DOGE staffers have probed those existing systems.Improper payments are something that can and should cause alarm for anyone in or out of government. Ending them would either open up funds to be spent elsewhere or allow budgets to be cut, and that becomes a political question, Leder-Luis says. But will eliminating them accomplish Musks aims? Those aims are broad: he has spoken confidently about DOGEs ability to trim trillions from the budget, end inflation, drive out woke spending, and cure Americas debt crisis. Ending improper payments would make an impossibly small dent in those goals.For their part, Padilla and Baghdoyan at the GAO say they have not been approached by Musk or DOGE to learn what theyve found to be best practices for reducing improper payments.
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  • iOS 18.4 Beta 1 is imminent, set to bring improvements to Siri
    appleinsider.com
    It now seems likely that Apple is gearing up to roll out its next beta, this time designed to offer significant improvements for its voice assistant.iOS 18.4 will primarily focus on SiriApple continues to slowly roll out Apple Intelligence, with the first features appearing in iOS 18.1. These included Writing Tools, system wide summaries, and Photos cleanup.With this next beta, Apple will begin testing a handful of new features centered around Siri. This includes an app intent system that will let Siri have on-screen context for commands. Apple has already asked developers to begin work on the new feature in iOS 18.2. Continue Reading on AppleInsider | Discuss on our Forums
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  • The Line might take 100 years to complete, NEOM official claims
    archinect.com
    NEOMs full project timeline for The Liine megacity component may now take 100 years to complete, according to a new report on comments made by two senior officials working on the project at the Annual Meeting of the World Economic Forum in Davos last month.The statements made there by Chief Development Officer Denis Hickey, who said "We]re going to build a city that ultimately has to be masterplanned to hold 9M people, [the] size of London, [the] size of New York City. Thats a big ask. Itll take 100 years or whatever to fill that. But weve got to plan now."Its construction has faced numerous doubters while reports of human rights violations related to 20,000 or more laborer deaths have also marred the project. (h/t New Civil Engineer).
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  • These are the five Mies Crown Hall Americas Prize Cycle 5 finalists
    archinect.com
    The Mies Crown Hall Americas Prize finalists for Cycle 5 have been announced via a live event held at the Anahuacalli Museum in Mexico City.Jurors Dirk Denison, Maurice Cox, Giovanna Borasi, Mauricio Rocha, Gregg Pasquarelli, and Sofa von Ellrichshausen chose five projects completed between June 2022 and December 2023. Their selection includes projects from the United States, Mexico, Canada, and Argentina.In making the announcement, Denison stated: "This cycle, we have been inspired by the striking presence of each of the finalists, and their inventive responses to distinctive social and environmental contexts. But these projects show us that its not only design leading the way. We also recognize the individuals and organizations who have made a commitment to architectures contribution through the civic and cultural initiatives behind these works."This years cycle will culminate in the final $50,000 MCHAP Award winner being announced via a symposium held at the Illinois Instit...
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  • Grand Theft Auto 6 Take-Two CEO Says There is Always a Risk of Slippage
    gamingbolt.com
    Take-Two Interactive has revealed in a recent earnings report that Rockstar is still on track to release Grand Theft Auto 6 in Fall 2025. In an interview with IGN, Take-Two boss Strauss Zelnick has stated that, while there is a risk of a delay, the studio is still on track for the planned release window. He also mentions that the company isnt ignore competition from the industry as a whole.Look, theres always a risk of slippage and I think as soon as you say words like absolutely, you jinx things, said Zelnick when asked about the GTA 6 release window. So we feel really good about it.When asked about the ongoing development of the title, however, Zelnick didnt reveal too many details, and was instead quite cagey about what we can expect from GTA 6 when it comes out. He did, however, mention that he believes that the competition in game development is not asleep.Look, I think the game is eagerly anticipated both internally and externally, said Zelnick. We know that Rockstar seeks perfection. I never claim success before it occurs. Im fond of saying arrogance is the enemy of continued success, so were all running scared and looking over our shoulders and we know that the competition is not asleep. Our whole organization is super excited.Zelnick has also referred to the development of GTA 6 being on track for the planned Fall 2025 release window during an earnings call this week. In the call, Zelnick also referred to the year as an inflection point for the company.While Rockstar is currently hard at work on GTA 6, there are worries that the title may not be able to hit a stable frame rate of 60 FPS on current-gen consoles. This comes from former Rockstar animator Mike York, who believes that the studio is more likely to opt for a stable frame rate of 30 FPS rather than going for 60 FPS but with constant drops in framerate.York also believes that well be able to see GTA 6 running at higher frame rates once it comes to PC and there is newer, more powerful hardware available. In the mean time, however, he believes that Rockstar would need to make use of some sort of AI technology like frame generation to be able to hit higher frame rates more consistently.This would tie into Rockstars history of its games not being able to hit high framerates on the consoles they are initially released for. GTA 5, for instance, was only able to go up to 30 FPS when it first came out on PS3 and Xbox 360. It was only on coming to PS4, Xbox One and PC that the title was able to hit higher, smoother framerates.In the mean time, industry analysts are expecting GTA 6 to make a huge impact in the gaming industry, with some believing that it might even make as much as $1 billion in pre-order sales alone.While GTA 6 doesnt yet have a solid release date, the game is currently in development for PS5 and Xbox Series X/S.
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  • Netflixs Prince documentary has been axed by the late artists estate
    www.theverge.com
    Netflix definitely wanted to debut Ezra Edelmans nine-hour-long documentary chronicling Princes life, but that wont be happening thanks to the late singers estate.Though Edelmans untitled documentary was already completed, Netflix announced on Thursday that it has come to a mutual agreement with Princes estate to keep the film from being released. As part of the agreement, the estate also now has the ability to develop a documentary of its own featuring exclusive content from Princes archive. Along with the announcement Princes official X account posted a message stating The Vault Has Been Freed along with the quotes: Despite everything, no one can dictate who you are to other people, and The truth is, youre either here to enlighten or discourage.Edelman, who won an Academy Award in 2016 for his documentary O.J.: Made in America, spent five years on his Prince project after Netflix signed a 2018 deal with Comerica Bank and Trust, the executors of Princes estate at the time. The original deal guaranteed that Princes estate would not try to exercise any editorial control over the films final version. But as The Guardian notes, things began to change in 2022 as the Netflix executive who brokered the deal exited the streamer, and Princes estate came under new ownership that did not like early cuts of the film.Sources within Princes estate told Variety last July that parts of Edelmans documentary were overly sensationalized and insufficiently fact-checked. It seems more likely that the estate didnt like what the filmmaker found. Months later, a New York Times report about the film detailed how Edelman had interviewed a number of Princes former protges / lovers some of whom began dating the singer while they were underage to paint a complicated picture of who he was:They all appear in the film and give differing accounts of their experiences. Some, like Jill Jones, describe his cruelty and diminishment of them; others, like Electra and Fantastic, are still spellbound by their time with him and speak of how he buttressed their sense of self.The women emerge as variously funny, appealing, appalled, victimized, knowing. Were asked to sit with Princes multiplying paradoxes for many hours, allowing them to unsettle one another.One of the most disturbing parts of the film depicts Princes relationship with Mayte Garcia, who became his wife. Now a striking, doe-eyed 50-year-old woman in a flowing silk shirt, she describes how she met Prince when she was 16 and he was 35, after he saw tapes of her belly dancing.Currently, theres no word on when or where Princes estate plans to release its new documentary.See More:
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  • Musk promises to reinstate DOGE staffer linked to racist account
    www.theverge.com
    Marko Elez, the 25-year-old staffer Department of Government Efficiency staffer linked to a social media profile with racist posts, will be brought back, shortly after he resigned, Elon Musk announced on X.Elez resigned from his role where he reportedly had the ability to rewrite code in sensitive payments systems at the US Treasury, once The Wall Street Journal inquired about his connection to a deleted account. That account, which the Journal found previously had the username @marko_elez, called for reinstating a eugenic immigration policy, repealing the Civil Rights Act, and said that 99% of Indian H1Bs will be replaced by slightly smarter LLMs. Musk posted a poll on X Friday asking if the DOGE staffer who made inappropriate statements via a now deleted pseudonym should be brought back. As of that afternoon, 78 percent of nearly 400,000 respondents voted yes.Bring back @DOGE staffer who made inappropriate statements via a now deleted pseudonym? Elon Musk (@elonmusk) February 7, 2025Vice President JD Vance weighed in to say that while he obviously disagree[s] with some of Elezs posts, he doesnt believe that stupid social media activity should ruin a kids life. Musk apparently agrees he responded to Vance in a post Friday afternoon, saying, He will be brought back. To err is human, to forgive divine.Heres my view: I obviously disagree with some of Elezs posts, but I dont think stupid social media activity should ruin a kids life. We shouldnt reward journalists who try to destroy people. Ever. So I say bring him back. If hes a bad dude or a terrible member of https://t.co/OgG6Z3hKPE JD Vance (@JDVance) February 7, 2025Elez isnt the only DOGE staffer drawing scrutiny. 19-year-old Edward Coristine was fired from an internship at a cybersecurity company in 2022 where he was accused of leaking internal information to rivals, Bloomberg reports. Bloomberg also found a Discord account it linked to Coristine where he claimed to still have access to the companys computers, but claimed he never exploited it because its just not me.
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  • Beyond Buy-and-Hold: Dynamic Strategies for Unlocking Long-Term Stock Growth
    towardsai.net
    LatestMachine LearningBeyond Buy-and-Hold: Dynamic Strategies for Unlocking Long-Term Stock Growth 0 like February 7, 2025Share this postAuthor(s): Shenggang Li Originally published on Towards AI. Harnessing Survival Analysis and Markov Decision Processes to Surpass Static ETF PerformanceThis member-only story is on us. Upgrade to access all of Medium.Photo by Chris Liverani on UnsplashHave you ever heard that 80% of hedge fund managers cant beat the market index like SPY or QQQ? Even Warren Buffett has famously recommended that if you lack the time or expertise to pick individual stocks, you should just buy a broad index fund. This idea has become almost a mantra in the investment world.But what if you could outperform these one-size-fits-all ETFs? Consider this: when you invest in an index fund, you have to buy every stock in the index whether each one is a winner or a loser. Some stocks may perform exceptionally well, while others can drag down the overall performance. Over time, the mixture of high-performing and underperforming stocks may cancel out the growth potential that you could achieve by being more selective.Many people intuitively understand this idea, yet only a few have applied rigorous mathematical methods or leveraged AI techniques to test and support this concept numerically.In this paper, I present a new strategy that blends survival analysis with a Markov Decision Process (MDP) framework. First, we measure each stocks weakness by calculating a hazard signal 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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