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  • When were birthday parties invented?
    www.livescience.com
    Although many researchers assume that birthday celebrations date back to the ancient Egyptians, the earliest textual evidence of a birthday party proves these annual events are much older.
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  • Ancient Egyptian 'granary with scribes' diorama: A miniature workplace found buried in a tomb from the Middle Kingdom
    www.livescience.com
    A small, wooden diorama found in an ancient Egyptian tomb reflects the importance of grain in an agricultural society.
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  • Money and murder: the dark side of the Asilomar meeting on recombinant DNA
    www.nature.com
    Nature, Published online: 17 February 2025; doi:10.1038/d41586-025-00457-wThe famed 1975 conference about a controversial genetic technology is feted as an example of how scientific self-regulation works. But more significant is what wasnt discussed.
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  • Qatar to Establish Permanent National Pavilion in the Giardini at La Biennale di Venezia, Debuting with Exhibition for Biennale Architettura 2025
    www.archdaily.com
    Qatar to Establish Permanent National Pavilion in the Giardini at La Biennale di Venezia, Debuting with Exhibition for Biennale Architettura 2025Save this picture!Yasmeen Lari, Community Center, Doha, 2024,. Image Courtesy of Qatar MuseumsQatar has announced that it will establish a permanent national pavilion in the Giardini della Biennale, the historic venue of La Biennale di Venezia since 1895. With this addition, Qatar becomes one of only 31 countries with a permanent pavilion in the Giardini, joining a select group of nations with dedicated exhibition spaces. Only two new national pavilions have opened there in the past 50 years, including Australia in 1988 and the Republic of Korea in 1996. The new Qatar Pavilion will serve as a lasting platform for showcasing the country's artistic and architectural contributions, with rotating exhibitions presented during each edition of the Biennale.For its inaugural presentation during the 19th International Architecture Exhibition La Biennale di Venezia (Biennale Architettura 2025), Qatar will present a two-part exhibition organized by the Future Art Mill Museum. The presentation will take place at both the new Qatar Pavilion in the Giardini and ACPPalazzo Franchetti. Central to the Qatar Pavilion will be Community Centre, an installation by acclaimed Pakistani architect Yasmeen Lari.Save this picture!The work will explore themes of community and shared spaces, aligning with the broader exhibition "Beyti Beytak. My home is your home. La mia casa la tua casa.," which investigates how hospitality and traditions of welcome manifest in contemporary architecture from the Middle East, North Africa, and South Asia (MENASA). The exhibition will feature more than 20 architects from the MENASA region, presenting both modern pioneers and contemporary practitioners. Related Article 2025 Venice Architecture Biennale: Over 750 Participants Researching How Architecture Adapts to the Future Among the modern architects are Raj Rewal from India, Nayyar Ali Dada from Pakistan, Abdel Wahed El Wakil from Egypt, and Minnette de Silva from Sri Lanka. Their work will be shown alongside contemporary voices such as Marina Tabassum and Nabil Haque from Bangladesh, Sameep Padora and Vastu Shilpa from India, Daaz Studio from Iran, Abeer Seikaly from Jordan, Sumaya Dabbagh from the UAE, Liz Diller from the USA, Meriem Shabani from Iran, and New South Studio from France.Save this picture!The announcement of Qatar's permanent pavilion follows the signing of a Protocol of Cooperation between Qatar Museums and the Municipality of Venice in June 2024, an agreement that aims to foster long-term cultural exchange between Qatar, Venice, and Italy. La Biennale di Venezia is the world's pre-eminent gathering in art and architecture, and the Giardini is the historic landscape where extraordinary pavilions stand as ambassadors for their nations. Qatar is proud to take its place in this international assembly, advancing our role in cultural diplomacy and providing a platform for creative voices from Qatar and the MENASA region. -- Her Excellency Sheikha Al Mayassa bint Hamad bin Khalifa Al Thani Save this picture!We invite you to check out ArchDaily's comprehensive coverage of the 2025 Venice Biennale.Image gallerySee allShow lessAbout this authorNour FakharanyAuthorCite: Nour Fakharany. "Qatar to Establish Permanent National Pavilion in the Giardini at La Biennale di Venezia, Debuting with Exhibition for Biennale Architettura 2025" 17 Feb 2025. ArchDaily. Accessed . <https://www.archdaily.com/1026989/qatar-to-establish-permanent-national-pavilion-in-the-giardini-at-la-biennale-di-venezia-debuting-with-exhibition-for-biennale-architettura-2025&gt ISSN 0719-8884Save!ArchDaily?You've started following your first account!Did you know?You'll now receive updates based on what you follow! Personalize your stream and start following your favorite authors, offices and users.Go to my stream
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  • NASA Just Fired up Its Quiet Supersonic Jetand It Looks Like Pure Speed
    gizmodo.com
    By Isaac Schultz Published February 17, 2025 | Comments (0) | The X-59's Mach diamonds during maximum afterburner testing. Photo: Lockheed Martin/Gary Tice NASA just wrapped engine performance tests on its X-59 research aircraft, which the space agency hopes will prove a means of mitigating supersonic aircrafts odious sonic booms. NASA and Lockheed Martin ran the tests between October and February on the single modified F414-GE-100 engine that will power the aircraft and its subsystems. We have successfully progressed through our engine ground tests as we planned, said Raymond Castner, X-59 propulsion lead at NASAs Glenn Research Center, in an agency release. We were getting smooth and steady airflow as predicted from wind tunnel testing. We didnt have any structural or excessive vibration issues. And parts of the engine and aircraft that needed cooling were getting it. When planes exceed Mach 1 (the speed of sound, or about 767 miles per hour1,234 kilometers/hour for those using the metric system) they produce a loudcrack, the sound of air pressure waves combining to form a shock wave produced by the planes extreme speed. That sounda sonic boomcan startle people on the ground and even shatter windows, which led the Federal Aviation Administration to prohibit the supersonic flight of non-military aircraft over land in 1973. Commercial supersonic travel has not seen its heyday since the flight of the Concorde, which, though fashionable, was neither fuel-efficient nor economical to operate and generated plenty of noise complaints from cities it flew over. The Concordes final flight took place in 2003.NASA also released some pretty neat footage of the tests, which you can check out below. First, the X-59 team tested out the aircrafts hydraulics and its electrical and environmental control systems. Then they performed throttle checks and fired the aircrafts afterburners to the max (as seen in the image at top). Those patterns seen in the plume are known as shock diamondsstanding wave patterns formed by the compression and expansion of exhaust gases as they exit a rocket nozzle at supersonic speeds. The X-59 first rolled out of its hangar in Palmdale, California, in January 2024. The big reveal was a spectacle: A 99-foot-long (30-meter) plane standing at just 14 feet (4.27 m) tall and 29.5 feet (9 m) wide, looking every inch a needle that is meant to cut through the air with minimal disruption. The planes stiletto-like design is completely the point (no pun intended): Its slenderness should reduce the pressure change that flows over the ground, reducing what is ordinarily a sonic boom into a sonic thump. One NASA engineer compared the X-59s sound to that of a car door being shut. To that end, the X-59s engine is mounted on top of the aircraft, which reduces the amount of noise from the plane that reaches the ground. Booms demonstrator aircraft on its record-breaking flight. Photo: Boom Supersonic / YouTube Efforts to resurrect supersonic travel are also coming from the private sector. In late January, the aerospace company Boom Supersonic flew its experimental aircraft (the XB-1 demonstrator) faster than sound for the first time, achieving the feat three times in that flight.The X-59s cruise altitude will be 55,000 feet (16,764 m) and is designed to hit speeds of 925 miles per hour (1,489 kilometers per hour). NASA did not offer an updated timeline for the planes long-anticipated first flight in their recent release (the plane was originally scheduled to make that flight last year), but the release stated that more tests are still required. Specifically, tests to check for electromagnetic interference and how the aircraft handles data in normal and failure conditions. Lastly, taxi tests will be carried outobviously a crucial test to perform given the ultimate goal of making this plane operational.Once NASA flies the X-59 for the first time, the agency will put the plane through a series of tests that explore how the aircrafts so-called sonic thump is actually experienced on the ground. These demonstrations will run through 2027though that timeline will likely depend on when the jet actually gets airborne.Daily NewsletterYou May Also Like By Passant Rabie Published February 12, 2025 By Passant Rabie Published February 11, 2025 By Passant Rabie Published February 10, 2025 By Passant Rabie Published February 8, 2025 By Isaac Schultz Published February 8, 2025 By Passant Rabie Published February 7, 2025
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  • Rainbow Six Siege X is not quite a sequel but a major evolution from Ubisoft
    metro.co.uk
    Rainbow Six Siege X is not quite a sequel but a major evolution from UbisoftMichael BeckwithPublished February 17, 2025 10:58amUpdated February 17, 2025 10:58am Rainbow Six Siege will continue as normal through 2025, but a new future awaits it (Ubisoft)There might never be a Rainbow Six Siege 2 but the closest thing to it is happening soon, as Ubisoft reveal plans for the games next 10 years.Ubisofts plan to triple down on live service games feels a little misguided considering the year its just had. Skull And Bones didnt make much of an impact after it finally launched, XDefiant got shut down in June, and we bet you forgot the company cancelled its planned The Division spin-off, Heartland.Aside from entirely new projects, Ubisoft is also trying to breathe new life into one of the few successful live service game it already has: Rainbow Six Siege.That game has been going strong for 10 years and, much like Overwatch 2 and Counter-Strike 2, Rainbow Six Siege is now set to get its own sequel, that isnt really a sequel at all.There were rumours of a Rainbow Six Siege 2 floating around earlier this month, with claims that it would be announced during the Six Invitational 2025 esports competition.The invitational wrapped up over the weekend and during the proceedings, creative director Alex Karpazis and game director Joshua Mills took to the stage to confirm Rainbow Six Siege X is indeed a thing and will serve as the basis for the game for the next decade.However, Mills was keen to stress that Siege X isnt a sequel nor another update, but a major evolution, telling the crowd: Were expanding and reinforcing the very foundation of Siege to ensure it remains the pinnacle of tactical PvP first-person shooters.Ubisoft didnt have any footage to share, beyond a short and vague teaser, but Mills has said Siege X will bring major graphical and audio upgrades, refined game feel, and new ways to enjoy the game, all while staying true to what makes the core of Siege so special.This seems to make it the inverse of Counter-Strike 2, which, despite the name, fans dont really regard as a sequel. Ubisoft has previous said, including as recently as last year, that Siege would never get a sequel, so thats why this isnt referred to as one.The idea of switching engines to something that can be off-the-shelf ready simply doesnt answer the needs of a really competitive and demanding game like Siege, said Karpazis at the time (via PC Gamer).Im not going to name names, but you see games that did go through sequels and just completely drop the ball because they have to remake every single thing that they did in that first game, he added, no doubt alluding to Overwatch 2 and its messy post-launch life.Dataminer firaxiswinning, who accurately claimed Siege X would be announced at the recent competition, has claimed the projects been in the works for the last few years.More TrendingIf so, then this hasnt been a spur of the moment decision born from Ubisofts lacklustre 2024 and the team will hopefully have learned the right lessons from the backlashes Overwatch 2 and Counter-Strike 2 saw.Its not known when Siege X will actually arrive, but considering the current version of the game is getting a tenth year of content for 2025 (which is covered on Ubisofts website), it suggests Siege X wont be out until 2026 at the earliest.Either way, players wont have to wait much longer for answers since a proper reveal is happening on March 13, during a special three hour long livestream.Its too soon to tell if Siege X will prove to be the win Ubisoft needs, but its not the only basket the companys putting all its eggs in. Ubisoft is similarly eager to keep pushing more open world games and no doubt has extremely high expectations for next months Assassins Creed Shadows and the rumoured Far Cry 7. Did Ubisoft take naming tips from Elon Musk? (Ubisoft)Emailgamecentral@metro.co.uk, leave a comment below,follow us on Twitter, andsign-up to our newsletter.To submit Inbox letters and Readers Features more easily, without the need to send an email, just use ourSubmit Stuff page here.For more stories like this,check our Gaming page.GameCentralSign up for exclusive analysis, latest releases, and bonus community content.This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply. Your information will be used in line with our Privacy Policy
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  • I work in global health. Trump ditching the World Health Organization might be the wake-up call it needs.
    www.vox.com
    Shortly after his inauguration, President Donald Trump took a set of thick, black permanent markers and signed a sweeping set of executive orders that took aim at everything from immigration and gender to TikTok and climate change. One of his first moves was to withdraw the US from the World Health Organization (WHO), the United Nations global health agency responsible for safeguarding and promoting health around the world since 1948. The US is one of the WHOs biggest funders, so any shortage of financial and political support will likely have major ramifications for global health efforts like eliminating malaria, improving access to high-quality health care, and reducing maternal mortality. While that may not directly matter to rich countries like the US that have the means to address their own health challenges, one of the WHOs most important jobs is to help coordinate the international response to pandemics and outbreaks events that can threaten everyone, regardless of borders, as we learned during Covid-19. To Trump and his supporters, the WHOs perceived failure on that job is one of the biggest reasons why the US should withdraw. Chief among Trumps complaints are the WHOs mishandling of the Covid-19 pandemic and other global health crises, its failure to reform, and its inability to demonstrate independence from powerful but authoritarian WHO member states, namely China.Trumps decision has engendered plenty of criticism, including from experts who argue that the US could suffer if it loses access to vital WHO data on outbreaks. Still, the WHO is far from perfect, and even before Trump, scientists, think tanks, and government bodies have been pointing out the WHOs myriad problems, from the lack of term limits for senior leadership to its massive budget for headquarters staff who are paid additional stipends (around $5,000 to $7,000 per month) to cover the cost of living in Geneva, one of the worlds most expensive cities. Ive seen the inefficiencies and mismanagement first hand: In my almost 10-year career as a global health epidemiologist, I have interacted with the WHO on many occasions, including, at times, coordinating with them to respond to disease outbreaks in Africa. Like Trump, my biggest complaint is that the organization has shown it is loath to reflect on and address its deficiencies deficiencies that matter hugely when it has been given the monumental responsibility of safeguarding the worlds health. There has always been some intangible and unspoken sense that the WHO cannot be wrong and cannot be questioned, even after it was clear that it bungled certain aspects of the Covid-19 pandemic. But while the WHO is far from perfect, many of its flaws are symptoms of more fundamental challenges that go beyond how it is governed. Balancing the need to respond to international health threats while respecting national sovereignty means cooperation is a fine line and its one thats becoming harder for the agency to walk.For the WHO to survive, it needs to improve. And for the US to have the best chances of protecting itself from future global health emergencies especially as the Trump administration also works to dismantle the United States Agency for International Development, another key player in global health and development it still needs the WHO. But it needs a better one.In his executive order, Trump reiterated many of the same issues he raised five years ago when he first threatened to withdraw from the WHO. One of Trumps biggest complaints was that the agency was too slow to alert the world of an emerging health threat in China and to move to contain its spread. Local newspapers had been reporting that a mysterious illness was spreading around Wuhan as early as November 17, 2019, a fact backed up by genetic analysis. But Chinese health authorities didnt alert the WHO which the country was required to do under a legal framework called the International Health Regulations to a spate of patients with an unknown pneumonia-like disease until December 31. By then, valuable time to contain the disease had been lost, though it is Beijing, not WHO, that is largely at fault for this lag. Still, while the WHO has limited if any power to compel China or any other country to act, the body should have been more proactive in November and December. WHO has country offices, WHO has relationships with Ministries of Health. I would argue they certainly should have been aware this was happening, said Ashish Jha, the dean of Brown Universitys School of Public Health and the White House Covid-19 response coordinator during the Biden administration. It was showing up in a lot of media, social media, and they should have pushed the government to say, what is this? What is going on here, and why dont we know more about it? Within five days of learning about the unusual cases in China, the WHO had alerted its member states. But the WHOs Director-General Tedros Adhanom Ghebreyesus traveled to China and, instead of confronting the government about its obfuscation, heralded Beijings response to the outbreak. And then the WHO consistently parrotted inaccurate information from the Chinese government namely that the virus was not spreading from person to person to the rest of the world for weeks. While the WHO proclaimed Covid-19 a public health emergency in late January, the messaging from the highest levels of WHO in those early months, when officials believed it was still possible that Covid could be contained, was too often confusing. For the moment, we are not witnessing sustained and intensive community transmission of this virus, and we are not witnessing large-scale severe disease or death, Ghebreyesus said during a briefing in late February. That was simply untrue. By that time, China had reported almost 80,000 cases and nearly 3,000 deaths from Covid-19, while 37 other countries were also reporting cases and deaths. It also took the WHO two years, until late 2021, to finally acknowledge that Covid-19 was airborne, despite the mountain of evidence that scientists had amassed just six months after the first cases. A WHO spokesperson pushed back against this. From January 2020, WHO said transmission was occurring between people when they breathe, talk (later sing) and especially in settings like hospitals, households and long term living facilities, a spokesperson told Vox by email. While some of this confusion stemmed from longstanding disagreement on what exactly constitutes airborne spread, as late as March 2020 the WHO was still confidently tweeting, FACT: #COVID19 is NOT airborne, even as people were being infected through the air. WHO Director-General Tedros Adhanom Ghebreyesus at a daily press briefing on Covid-19 on March 11, 2020. Fabrice Coffrini/AFP via Getty ImagesTrump has also repeatedly criticized the WHO for not fully investigating the theory that the Covid-19 virus originated from virological work in a laboratory in Wuhan, rather than the conventional explanation that it began in wild animals sold at a meat market. The WHO sent a team of investigators to China in 2021, but Chinese scientists refused to discuss the so-called lab leak theory and then pressured investigators to dismiss the possibility altogether, according to the lead scientist on the team. Again, though, the WHO has no authority to compel member states to turn over data or to cooperate on investigations. In fact, the WHO cannot even work inside a member state without that countrys permission. This is certainly a limitation of the WHO, but thats because it answers to its member states it is not some sort of supra-national health policy enforcement body. Beyond Covid, Trump has also griped that the WHO requires the US to make unfairly onerous payments, because US dues exceed the payment the organization demands of China, which has about four times the number of people as in the US. The WHO is funded in two ways. The first is through assessed contributions, essentially membership dues, that each WHO member state is required to pay each year. The United Nations has a process for determining how much each country owes, but its essentially based on a countrys gross domestic product (GDP), not its population size. US GDP in 2023 was about 1.5 times higher than Chinas. That year, the US was required to pay the WHO $218 million, about two times more than China was assessed. So while the US does pay more than China, that difference is almost, though not quite, proportional to GDP.Assessed contributions, however, make up less than 20 percent of the WHOs total funds. Its other funding comes from voluntary contributions from member states and non-governmental donors, such as the Bill and Melinda Gates Foundation. Here is where the US and China make vastly different contributions to the WHO. In 2023, China gave the organization about $40 million in voluntary contributions plus an additional $935,000 toward an emergency fund on top of its assessed contribution, while the US government donated more than $1 billion in voluntary funds and about $47 million toward the emergency fund. In all, that meant the US gave the WHO about $1.27 billion in 2023, about 18 percent of their total budget, while China gave about $156 million when you tally up all contributions. So while the US does give vastly more to the WHO than China, most of that is in voluntary donations. Of course, the US doesnt have to pull out of the WHO altogether to rectify this situation it could simply choose to donate less to the WHO, or mandate that its contributions come with reform. And the institution does need reform.Whos at fault at WHO, explained Covid wasnt the first time the WHO came under international fire. Take the 2014 Ebola outbreak in West Africa.The organization was criticized back in 2014 for its long delay in declaring the outbreak a public health emergency, which hindered swift containment measures that could have prevented the virus from spreading across borders. From the start, the WHO fundamentally underestimated the severity of the outbreak Ebola would go on to kill more than 11,000 people primarily in Guinea, Liberia, and Sierra Leone, with scattered cases reported in the US and several European countries, too. It ultimately took the WHO and its partners two years to get the Ebola outbreak under control. Despite the number of deaths, Ebolas spread was limited largely because it isnt a respiratory disease like Covid-19; rather it spreads through direct contact with an infected persons bodily fluids. But that fact makes the failure to contain Ebola all the more glaring. To be fair, all outbreak and pandemic responses are chaotic, especially when an entirely novel virus like Covid starts spreading. New information is constantly emerging, and a lot of different individuals and institutions have to come together to coordinate the flow of information and the rollout of interventions or recommendations, even as the full picture of the outbreak is inevitably unclear. Outbreaks often happen in far-flung areas that lack health care workers, hospitals, laboratories, and even roads and internet. Cultural practices, economic conditions, and a preexisting lack of trust in politicians and health officials further complicate responses. A health worker waits to handle a new unconfirmed Ebola patient at a newly built Doctors Without Borders-supported Ebola treatment center on November 7, 2018, in the Democratic Republic of the Congo. John Wessels/AFP/Getty ImagesThe WHO also came under fire for delaying the dissemination of vaccines to help curb an ongoing mpox outbreak which began in May 2022 and spread to more than 120 countries before the virus became largely confined to central and eastern Africa. In mid-2022, the US and EU approved an mpox vaccine made by the Danish pharmaceutical company Bavarian Nordic. But the WHO, which has its own process for reviewing and approving drugs and vaccines, did not approve the vaccine until September 2024.That delay mattered. For one, other organizations like UNICEF and Gavi that play a critical role in procuring and distributing vaccines in developing countries require WHO approval before they can move forward with vaccination campaigns. Many developing countries do not have or have only pared-down versions of drug regulatory agencies so they also rely on the WHO to approve medicines before they roll them out in their countries, explained Rogrio Gaspar, the director of WHOs Department of Regulation and Prequalification. And so when it came to the mpox vaccine, many countries especially in Africa, where the outbreak was most severe were waiting for the green light from WHO before they could roll out the needed vaccines, even though the US and Europe had already approved them.The WHO blames the long delay on Bavarian Nordic. The WHO claimed that the company did not submit the mpox vaccine for review until August 2024, some two years after the mpox outbreak had begun, and that once it did, the WHO approved it within two weeks, according to a WHO spokesperson. But Bavarian Nordic refutes this timeline. A spokesperson told Vox that the pharmaceutical company first met with WHO in August 2022 and submitted a dossier on the vaccine in May 2023. The dossier they submitted to the WHO contained the same information that led to the European Medicines Agency, the equivalent of the FDA, approving the vaccine for use in Europe. It isnt clear why the WHO didnt act sooner. Back in August 2024, the WHO director of health product policy and standards, Deusdedit Mubangizi, told reporters that there wasnt enough data to support its approval. But now, it seems, the WHO has changed its story, ducking accountability once again. The entire process has frustrated some public health experts. Its almost like WHO saying, hey, were not responsible for our own process, Jha said. This is the lack of accountability. Its everybody elses fault.(A WHO spokesperson pointed out that member states did not have to wait until the WHOs review was complete to buy and distribute the vaccines.)Over the years, the WHO has tried to address its critics through a laundry list of reform efforts and there has been some improvement. Between 2020 and 2022, smaller Ebola outbreaks in the Democratic Republic of the Congo, Uganda, and Guinea have been contained in just a few months. Thats a hopeful signal the organization has potentially improved not only its own ability to quickly respond to outbreaks, but has also helped build member states capacity to detect and contain health emergencies. It also helps that since 2014, scientists have also developed a number of vaccines and treatments that would certainly help quell an outbreak.Still, while there were improvements in the Ebola response that can be attributable to the WHO, the organizations dismal performance during the Covid-19 pandemic suggests that these reforms remain insufficient. And the bigger issue is that the WHO simply cannot admit its mistakes. The organization has still not come out and listed the errors it made during the Covid-19 pandemic. Though the WHO convened an independent panel of experts to review the international response to Covid-19, the panels reports largely focus on the failures of WHO member states and say little about the WHOs own shortcomings.There is very little interest at WHO in introspection, Jha said. Theres very little interest in WHO in figuring out how to do better. And given how enormous and how difficult the WHOs responsibilities are, that introspection is needed.The WHOs impossible taskThe WHOs mission is to foster global public health, but what that means in practice depends on what counts as global. As it stands, its 194 member states (193 without the US) have tasked the organization with outbreak prevention and response and other responsibilities that impact nearly all countries. That includes setting international health standards and collecting data on an ever-increasing list of health priorities ranging from maternal and child health and nutrition to sanitation and clean water. But some of the WHOs work focuses on supplementing national health programs and filling gaps that benefit individual nations specifically those with the least resources rather than the world as a whole.Those responsibilities fit poorly with a Trump administration that is bringing an America First approach to health and other countries are taking notice. Argentina has announced that it also plans to withdraw from the WHO, while Italian politicians have introduced legislation that would do the same. Other European countries have slashed global health aid budgets in recent years. That the US cannot remain a WHO member while also consciously putting itself first highlights a friction in the field. Is global health about containing dangerous outbreaks so they dont breach your own border and pose a threat to national security? Or is global health about saving lives and improving the health of everyone, regardless of their nationality? Can competing nation-states like China and the US set aside their political warfare and come together on one issue health or has the time for international cooperation finally ended?One way to address that contradiction would be for the WHO to scale back on the number of health areas it is involved in and focus primarily on issues that actually transcend borders. This would include infectious diseases but only those that present a truly global threat. The WHO itself puts together a list of pathogens with the potential to cause a pandemic. It includes familiar diseases such as West Nile, Zika, Ebola, and Covid-19. Many of these have already caused deadly outbreaks and pandemics. Something else that transcends borders: products such as cigarettes or baby formula. The WHO might also have a role to play in regulating the safety of these products, according to Jesse Bump, a public health professor at the Harvard T.H. Chan School of Public Health.This recommendation is not to say that newborn and maternal health or access to clean water are not important, life-saving services that everyone on Earth should have. But these represent more national health priorities for the countries dealing with these issues and not truly global threats. Without some form of additional support, paring down the WHOs focus areas would have fatal consequences for some places. Particularly in low-income countries, the WHO serves as a lifeline of essential health services and often fills many of the responsibilities that national health agencies in wealthy nations like the US handle, a WHO spokesperson explained.Of course, the fact that the WHO is tasked with addressing so many different areas of health fundamentally reflects both the massive health disparities around the world and the way the organization is funded. Consider the health challenges that a country like the US faces compared to many developing countries. In places like Niger, Papua New Guinea, Chad, and the DRC, more than half of the population does not have access to clean drinking water or basic water services. More than 50 percent of people in Somalia and Haiti are malnourished. In southern Africa, HIV is still a leading cause of death; in parts of West Africa, malaria is a leading cause of death. In much of the global north, by contrast, these health challenges are virtually nonexistent, and where they are present, its because of national priorities, not a lack of national resources. Consider as well the drastic difference in the health workforce around the world. In many low- and middle-income counties, there are major shortages of doctors and nurses, not to mention specialists such as neurologists or surgeons. In more than 50 countries, mostly in Africa and the Middle East, there are fewer than one doctor per 1,000 people in the entire country. The US has almost four times as many doctors per capita.What this means is that the state of health and health care is so grossly unequal across countries that one organization cannot possibly address them all while also ensuring that every member states benefits equally from their WHO membership. And the benefits are unequal, at least in strict financial terms. Last year, countries in Africa and the WHOs Eastern Mediterranean region which includes parts of North Africa and the Middle East including some very poor and conflict-afflicted member states such as Afghanistan, Yemen, Syria, Somalia, and Sudan received $2.9 billion, almost half of the WHOs $6.8 billion budget. The region of the Americas, which includes the US, received the least amount of funding, just over $300 million. But even here, its important to understand that the inequality in who gives and who gets from the WHO is largely a function of the fact that some regions and countries simply have a massively greater need for international aid. Its important to remember that the WHO has limited control over its own agenda. It is member states themselves who vote on the organizations scope of work and approve its budget. Beyond the required payments, countries and other donors can earmark their voluntary funds for specific causes. The US, for instance, earmarks more than half of its funds for epidemic prevention or response and polio eradication while Nordic countries typically focus their funding on maternal health. This approach to funding helps the WHO account for individual member state priorities but also allows countries to use funds to influence the WHOs scope of work. Ultimately, it means that the WHO has little choice but to expand and scatter its workforce to make sure every countrys pet projects get completed. Is there any room for WHO in America First?Short of remaking the WHO into an institution under the leadership of the US government, its difficult to imagine that any amount of reform will satisfy the current administration. The organizations mission is completely misaligned with Trumps America First agenda. In the WHO, as in most other UN international bodies, America does not come first. It has the same vote as every other member state, even though the US contributes more money than any other country. But despite its many shortcomings, the US needs the WHO. Only an international health agency such as the WHO can overcome the nuanced complexities of economic competition, geopolitics, and even outright war, to respond to global health emergencies. The WHO serves as a bridge for sharing information and even biological samples of pathogens, which is critical for understanding how a disease will spread and for developing medicines and vaccines.Trumps vision of global health or public health, for that matter, is unclear. Just as unclear is whether Trumps executive order on the WHO is even legal. Members of Congress have asked Trump to reconsider. Though the full impact of the US withdrawal will probably not be felt for about a year, the WHOs director-general has already ordered a hiring freeze, mandated that some contracts be renegotiated, and directed staff in country offices to provide only essential support. As the WHO adapts to a future without US investment, the Trump administration is also gutting other key global health efforts. This month, thousands of USAID staff were laid off, leaving only about 300 employees of a once 10,000-person workforce. It isnt yet clear what global health areas the drastically smaller agency will work on or whether it will exist at all and it wouldnt be surprising if the administration goes after other global health initiatives like the ones led by the Centers for Disease Control and Prevention. American retreat from both the WHO and its own broader global health efforts paradoxically makes the case for WHO reform all the more important. Many complaints about how the WHO does its work are valid, especially given its reluctance to confront mistakes. But much of what it is criticized for is built into the way the institution itself operates or reflects a world with hugely varying health problems and national abilities to meet them. Still, the WHO must do better because it is the only organization uniquely placed to bridge diplomatic tensions and address international health threats. The most hopeful read on Trumps action will shock the bureaucracy into action, and lead the Trump administration to ultimately realize that an American-first approach must include the WHO. Youve read 1 article in the last monthHere at Vox, we're unwavering in our commitment to covering the issues that matter most to you threats to democracy, immigration, reproductive rights, the environment, and the rising polarization across this country.Our mission is to provide clear, accessible journalism that empowers you to stay informed and engaged in shaping our world. By becoming a Vox Member, you directly strengthen our ability to deliver in-depth, independent reporting that drives meaningful change.We rely on readers like you join us.Swati SharmaVox Editor-in-ChiefSee More:
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  • Some secondary buyers are finally showing interest in X, formerly known as Twitter, to ride the Trump wave
    www.businessinsider.com
    Secondary buyers had little interest in X last year, but that has shifted recently, according to Rainmaker Securities.Buyers have been willing to purchase shares at around the same price Elon Musk paid in 2022.Banks led by Morgan Stanley have been offloading billions in X debt at face value.In the last month and a half, Glen Anderson, CEO and co-founder of Rainmaker Securities, has started to see prospective buyers express increased interest in shares of X, formerly known as Twitter."I wouldn't call it a flood, but there's been a decent volume of X orders coming in," Anderson said. "There's a sense that the downside of the story is played out, and Elon is going to work his magic. He seems to be very invested in making it a successful platform."That marks a reversal from last year when he had little luck finding buyers."There was nothing, literally zero, in all of 2024," Anderson remembers.Now, buyers have been interested in purchasing shares at around the same price Musk paid in 2022, $54.20-per-share at a $44 billion valuation, according to Anderson. It's worth noting that expressing interest in buying shares in the secondary market is a lot different than actually committing real money to a transaction.Fidelity, an investor in X, valued its shares of X at $31-a-share at the end of 2024, according to recent disclosures.Unlike stock in public companies like Tesla, which anyone can instantly buy or sell, trading shares of private companies is much more complicated, requiring middlemen like Rainmaker to complete the deals. Sellers are usually employees or early investors looking to cash out, while buyers include family offices and hedge funds. Anderson said there are current deals to purchase shares of X in progress. However, deals can take months to complete, and in the case of X, trading is highly restricted, according to Anderson. None of the deals have closed yet."You're not going to sell without Elon's blessing," he said. "And you're not going to buy without Elon's blessing." X approves all secondary transactions.Buyers on Caplight, another secondary platform, are now valuing X at $42 billion, up from a low of $25 billion in 2023, according to Javier Avalos, Caplight's cofounder and CEO. Buyers are expressing interest in buying shares of X at $46.50 per share, said Avalos. Musk's 2022 purchase was financed through a combination of equity and $13 billion in debt, which has also seen a rebound. Banks led by Morgan Stanley have been offloading billions in X debt at face value, a price higher than they initially anticipated. Investor interest in the debt peaked because of Musk's influence in President Donald Trump's administration, X's equity stake in Musk's AI startup xAI, and improved revenue from X, according to Bloomberg. Another reason for newfound interest in X shares is investors have bid up the price of other Musk companies after the election and are trying to find other opportunities, according to Greg Martin, Rainmaker's managing director and co-founder."People couldn't put money fast enough into Tesla, SpaceX, xAI, and Neuralink," said Martin. "They've gone through the totem poll of investments, and X is the last one they need to figure out how to find value in."Other secondary brokers and investors still have yet to see substantial interest in X shares, but they expect sentiment could change in the coming months."We haven't seen much buyer or seller interest," said Ken Sawyer, managing director and co-founder of Saints Capital, a firm that focuses exclusively on buying secondary shares of private companies. "Ultimately, I expect demand will be muted until there is proven traction in the Grok integration, a rebounding in spend from advertisers, and proven monetization with X's creator business," said Shriram Bhashyam, chief operating officer of VC deal platform Sydecar. "If X can deliver on some of these bets, these interests may turn into robust secondary market activity."It is unclear whether X's financial picture is improving. In an internal email viewed by the Wall Street Journal last month,Musk sounded pessimistic.However, Business Insider's recent analysis of four independent data sources suggests that X's pool of advertisers is growing, but it's far from the revenue lost following Musk's 2022 takeover.Do you have information about X or other startups? Please contact reporter Ben Bergman securely on Signal @BenBergman.11
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  • I thought I knew how to homeschool my son. He taught me that I had a lot of learning to do.
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    I started homeschooling my son when he was 9 and thought a strict schedule would help him succeed.However, I soon realized I was draining the joy of learning straight out of him.So, I gradually began to let go and give him more autonomy. It's exactly what he needed.I never considered that my decision to homeschool my 9-year-old son would teach me some new lessons, too.When we started, I used some of the same conventional strategies I'd seen from other homeschool moms I knew.I mapped out precise schedules, intentional time blocks, and outside breaks followed by nagging reminders every 10 to 20 minutes to read, tidy up, brush his teeth anything I wanted him to complete.When I requested a task, I expected him to act immediately, without question. When he didn't, I considered it disrespectful and made everything into a critical teaching moment.I assumed my structured methods would be just what he needed to succeed.I was wrong and burnout soon followedThe tighter I pulled the reins, the more resistant and unmotivated he became. Soon, the charisma and confidence that once beamed in my son's eyes began to dim.I swore I was doing everything right, but his reactions made me feel defeated. Burnout soon followed for both of us.So, I reassessed our way of homeschooling and learned to embrace my son's independent nature.Some kids thrive on strict schedules, but mine doesn't, and after some difficulty, I was able to admit that's okay.Little by little, I began to let goI swapped my precise schedules for a daily planner, which he uses to plan his day around appointments or extracurricular lessons.His excitement and motivation toward daily tasks returned as he reclaimed his time and autonomy.Another area I adjusted was grocery shopping. Before, when he asked why we couldn't buy the sugary snack, my standard response was, "Because I said so," which wasn't helpful to anyone.Now, I use grocery shopping as an opportunity to teach him about diet and nutrition. For example, I taught him how to read nutrition labels so that when he asks, I say, "Read the back. See what you think."This leads to a fun discussion and research on how ingredients affect our physiology. He loved that pairing.I choose to parent differently every single dayI grew up in a controlling home where I learned to be fearful of rejection over differences of opinion.This ultimately impacted how I approached motherhood and, eventually, homeschooling.Thankfully, I caught myself before I repeated most of those behaviors as a mom. However, it took effort. I had to learn to respond instead of react to what was happening around me.That's the beauty of being committed to learning: you can always start over. I intentionally choose to parent differently every single day.My willingness to change and adapt paid offToday, I have a son who is eager to learn. He's willing to dig deeper without me asking, and I often find him starting lessons before I've gotten a chance to check his calendar for the day.I didn't think homeschooling would be my moment of humility, but I know I'll never regret what it taught me in those early days.Almost 2 years later, we are in a groove as a team. While I thought homeschooling would be temporary, we are both open to continuing as long as it works for both of us.I now understand my mothering is meant to empower my son in his own unique way by emphasizing his strengths independence and confidence over grade metrics.
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  • This artist collaborates with AI and robots
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    Many artists worry about the encroachment of artificial intelligence on artistic creation. But Sougwen Chung, a nonbinary Canadian-Chinese artist, instead sees AI as an opportunity for artists to embrace uncertainty and challenge people to think about technology and creativity in unexpected ways. Chungs exhibitions are driven by technology; theyre also live and kinetic, with the artwork emerging in real time. Audiences watch as the artist works alongside or surrounded by one or more robots, human and machine drawing simultaneously. These works are at the frontier of what it means to make art in an age of fast-accelerating artificial intelligence and robotics. I consistently question the idea of technology as just a utilitarian instrument, says Chung. [Chung] comes from drawing, and then they start to work with AI, but not like weve seen in this generative AI movement where its all about generating images on screen, says Sofian Audry, an artist and scholar at the University of Quebec in Montreal, who studies the relationships that artists establish with machines in their work. [Chung is] really into this idea of performance. So theyre turning their drawing approach into a performative approach where things happen live. Audiences watch as Chung works alongside or surrounded by robots, human and machine drawing simultaneously. The artwork, Chung says, emerges not just in the finished piece but in all the messy in-betweens. My goal, they explain, isnt to replace traditional methods but to deepen and expand them, allowing art to arise from a genuine meeting of human and machine perspectives. Such a meeting took place in January 2025 at the World Economic Forum in Davos, Switzerland, where Chung presented Spectral, a performative art installation featuring painting by robotic arms whose motions are guided by AI that combines data from earlier works with real-time input from an electroencephalogram. My alpha state drives the robots behavior, translating an internal experience into tangible, spatial gestures, says Chung, referring to brain activity associated with being quiet and relaxed. Works like Spectral, they say, show how AI can move beyond being just an artistic toolor threatto become a collaborator. Spectral, a performative art installation presented in January, featured robotic arms whose drawing motions were guided by real-time input from an EEG worn by the artist.COURTESY OF THE ARTIST Through AI, says Chung, robots can perform in unexpected ways. Creating art in real time allows these surprises to become part of the process: Live performance is a crucial component of my work. It creates a real-time relationship between me, the machine, and an audience, allowing everyone to witness the systems unpredictabilities and creative possibilities. Chung grew up in Canada, the child of immigrants from Hong Kong. Their father was a trained opera singer, their mom a computer programmer. Growing up, Chung played multiple musical instruments, and the family was among the first on the block to have a computer. I was raised speaking both the language of music and the language of code, they say. The internet offered unlimited possibilities: I was captivated by what I saw as a nascent, optimistic frontier. Their early works, mostly ink drawings on paper, tended to be sprawling, abstract explosions of form and line. But increasingly, Chung began to embrace performance. Then in 2015, at 29, after studying visual and interactive art in college and graduate school, they joined the MIT Media Lab as a research fellow. I was inspired by the idea that the robotic form could be anythinga sculptural embodied interaction, they say. Drawing Operations Unit: Generation 1 (DOUG 1) was the first of Chungs collaborative robots.COURTESY OF THE ARTIST Chung found open-source plans online and assembled a robotic arm that could hold its own pencil or paintbrush. They added an overhead camera and computer vision software that could analyze the video stream of Chung drawing and then tell the arm where to make its marks to copy Chungs work. The robot was named Drawing Operations Unit: Generation 1, or DOUG 1. The goal was mimicry: As the artist drew, the arm copied. Except it didnt work out that way. The arm, unpredictably, made small errant movements, creating sketches that were similar to Chungsbut not identical. These mistakes became part of the creative process. One of the most transformative lessons Ive learned is to poeticize error, Chung says. That mindset has given me a real sense of resilience, because Im no longer afraid of failing; I trust that the failures themselves can be generative. DOUG 3COURTESY OF THE ARTIST For the next iteration of the robot, DOUG 2, which launched in 2017, Chung spent weeks training a recurrent neural network using their earlier work as the training data. The resulting robot used a mechanical arm to generate new drawings during live performances. The Victoria and Albert Museum in London acquired the DOUG 2 model as part of a sculptural exhibit of Chungs work in 2022. DOUG 2COURTESY OF THE ARTIST DOUG 4COURTESY OF THE ARTIST For a third iteration of DOUG, Chung assembled a small swarm of painting robots, their movements dictated by data streaming into the studio from surveillance cameras that tracked people and cars on the streets of New York City. The robots paths around the canvas followed the citys flow. DOUG 4, the version behind Spectral, connects to an EEG headset that transmits electrical signal data from Chungs brain to the robotic arms, which then generate drawings based on those signals. The spatiality of performance and the tactility of instrumentsrobotics, painting, paintbrushes, sculpturehas a grounding effect for me, Chung says. Artistic practices like drawing, painting, performance, and sculpture have their own creative language, Chung adds. So too does technology. I find it fascinating to [study the] material histories of all these mediums and [find] my place within it, and without it, they say. It feels like contributing to something that is my own and somehow much larger than myself. The rise of faster, better AI models has brought a flood of concern about creativity, especially given that generative technology is trained on existing art. I think theres a huge problem with some of the generative AI technologies, and theres a big threat to creativity, says Audry, who worries that people may be tempted to disengage from creating new kinds of art. If people get their work stolen by the system and get nothing out of it, why would they go and do it in the first place? Chung agrees that the rights and work of artists should be celebrated and protected, not poached to fuel generative models, but firmly believes that AI can empower creative pursuits. Training your own models and exploring how your own data work within the feedback loop of an AI system can offer a creative catalyst for art-making, they say. And they are not alone in thinking that the technology threatening creative art also presents extraordinary opportunities. Theres this expansion and mixing of disciplines, and people are breaking lines and creating mixes, says Audry, who is thrilled with the approaches taken by artists like Chung. Deep learning is supporting that because its so powerful, and robotics, too, is supporting that. So thats great. Zihao Zhang, an architect at the City College of New York who has studied the ways that humans and machines influence each others actions and behaviors, sees Chungs work as offering a different story about human-machine interactions. Were still kind of trapped in this idea of AI versus human, and which ones better, he says. AI is often characterized in the media and movies as antagonistic to humanitysomething that can replace our workers or, even worse, go rogue and become destructive. He believes Chung challenges such simplistic ideas: Its no longer about competition, but about co-production. Though people have valid reasons to worry, Zhang says, in that many developers and large companies are indeed racing to create technologies that may supplant human workers, works like Chungs subvert the idea of either-or. Chung believes that artificial intelligence is still human at its core. It relies on human data, shaped by human biases, and it impacts human experiences in turn, they say. These technologies dont emerge in a vacuumtheres real human effort and material extraction behind them. For me, art remains a space to explore and affirm human agency. Stephen Ornes is a science writer based in Nashville.
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  • Adventures in the genetic time machine
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    Eske Willerslev was on a tour of Montreals Redpath Museum, a Victorian-era natural history collection of 700,000 objects, many displayed in wood and glass cabinets. The collectionvery, very eclectic, a curator explainedreflects the taste in souvenirs of 19th-century travelers and geology buffs. A visitor can see a leg bone from an extinct Stellers sea cow, a suit of samurai armor, a stuffed cougar, and two human mummies. Willerslev, a well-known specialist in obtaining DNA from old bones and objects, saw potential biological samples throughout this hodgepodge of artifacts. Glancing at a small Egyptian cooking pot, he asked the tour leader, Do you ever find any grain in these? After studying a dinosaur skeleton that proved to be a cast, not actual bone, he said: Too bad. There can be proteins on the teeth. I am always thinking, Is there something interesting to take DNA from? he said, glancing at the curators. But they dont like it, because Willerslev, who until recently traveled with a small power saw, made a back-and-forth slicing motion with his hand. Willerslev was visiting Montreal to receive a science prize from the World Cultural Councilone previously given to the string theorist Edward Witten and the astrophysicist Margaret Burbidge, for her work on quasars. Willerslev won it for numerous breakthroughs in evolutionary genetics. These include recovering the first more or less complete genome of an ancient man, in 2010, and setting a record for the oldest genetic material ever retrieved: 2.4-million-year-old genes from a frozen mound in Greenland, which revealed that the Arctic desert was once a forest, complete with poplar, birch, and roaming mastodons. These findings are only part of a wave of discoveries from whats being called an ancient-DNA revolution, in which the same high-speed equipment used to study the DNA of living things is being turned on specimens from the past. At the Globe Institute, part of the University of Copenhagen, where Willerslev works, theres a freezer full of human molars and ear bones cut from skeletons previously unearthed by archaeologists. Another holds sediment cores drilled from lake bottoms, in which his group is finding traces of entire ecosystems that no longer exist. Were literally walking on DNA, both from the present and from the past. Eske Willerslev Thanks to a few well-funded labs like the one in Copenhagen, the gene time machine has never been so busy. There are genetic maps of saber-toothed cats, cave bears, and thousands of ancient humans, including Vikings, Polynesian navigators, and numerous Neanderthals. The total number of ancient humans studied is more than 10,000 and rising fast, according to a December 2024 tally that appeared in Nature. The sources of DNA are increasing too. Researchers managed to retrieve an Ice Age womans genome from a carved reindeer tooth, whose surface had absorbed her DNA. Others are digging at cave floors and coming up with records of people and animals that lived there. Were literally walking on DNA, both from the present and from the past, Willerslev says. Eske Willerslev leads one of a handful of laboratories pioneering the extraction and sequencing of ancient DNA from humans, animals, and the environment. His groups main competition is at Harvard University and at the Max Planck Institute for Evolutionary Anthropology in Leipzig, Germany.JONAS PRYNER ANDERSEN The old genes have already revealed remarkable stories of human migrations around the globe. But researchers are hoping ancient DNA will be more than a telescope on the pastthey hope it will have concrete practical use in the present. Some have already started mining the DNA of our ancestors for clues to the origin of modern diseases, like diabetes and autoimmune conditions. Others aspire to use the old genetic data to modify organisms that exist today. At Willerslevs center, for example, a grant of 500 million kroner ($69 million) from the foundation that owns the Danish drug company Novo Nordisk is underwriting a project whose aims include incorporating DNA variation from plants that lived in ancient climates into the genomes of food crops like barley, wheat, and rice. The plan is to redesign crops and even entire ecosystems to resist rising temperatures or unpredictable weather, and it is already underwaylast year, barley shoots bearing genetic information from plants that lived in Greenland 2 million years ago, when temperatures there were far higher than today, started springing up in experimental greenhouses. Willerslev, who started out looking for genetic material in ice cores, is leaning into this possibility as the next frontier of ancient-DNA research, a way to turn it from historical curiosity to potential planet-saver. If nothing is done to help food crops adapt to climate change, people will starve, he says. But if we go back into the past in different climate regimes around the world, then we should be able to find genetic adaptations that are useful. Its natures own response to a climate event. And can we get that? Yes, I believe we can. Shreds and traces In 1993, just a day before the release of the blockbuster Steven Spielberg film Jurassic Park, scientists claimed in a paper that they had extracted DNA from a 120-million-year-old weevil preserved in amber. The discovery seemed to bring the films premise of a cloned T. rex closer to reality. Sooner or later, a scientist said at the time, were going to find amber containing some biting insect that filled its stomach with blood from a dinosaur. But those results turned out to be falselikely the result of contamination by modern DNA. The problem is that modern DNA is much more abundant than whats left in an old tooth or sample of dirt. Thats because the genetic molecule is constantly chomped on by microbes and broken up by water and radiation. Over time, the fragments get smaller and smaller, until most are so short that no one can tell whether they belonged to a person or a saber-toothed cat. Imagine an ancient genome as a big old book, and that all the pages have been torn out, put through a shredder, and tossed into the air to be lost with the wind. Only a few shreds of paper remain. Even worse, they are mixed with shreds of paper from other books, old and new, says Elizabeth Jones, a science historian. Her 2022 book, Ancient DNA: The Making of a Celebrity Science, details researchers overwhelming fear of contaminationboth literal, from modern DNA, and of the more figurative sort that can occur when scientists are so tempted by the prospect of fame and being first that they risk spinning sparse data into far-fetched stories. When I entered the field, my supervisor said this is a very, very dodgy path to take, says Willerslev. But the problem of mixed-up and fragmented old genes was largely solved beginning in 2005, when US companies first introduced ultra-fast next-generation machinery for analyzing genomes. These machines, meant for medical research, required short fragments for fast performance. And ancient-DNA researchers found they could use them to brute-force their way through even poorly preserved samples. Almost immediately, they started recovering large parts of the genomes of cave bears and woolly mammoths. Ancient humans were not far behind. Willerslev, who was not yet famous, didnt have access to human bones, and definitely not the bones of Neanderthals (the best ones had been corralled by the scientist Svante Pbo, who was already analyzing them with next-gen sequencers in Germany). But Willerslev did learn about a six-inch-long tuft of hair collected from a 4,000-year-old midden, or trash heap, on Greenlands coast. The hair had been stored in a plastic bag in Denmarks National Museum for years. When he asked about it, curators told him they thought it was human but couldnt be sure. Well, I mean, do you know any other animal in Greenland with straight black hair? he says. Not really, right? The hair turned out to contain well-preserved DNA, and in 2010, Willerslev published a paper in Nature describing the genome of an extinct Paleo-Eskimo. It was the first more or less complete human genome from the deep past. What it showed was a man with type A+ blood, probably brown eyes and thick dark hair, andmost tellinglyno descendants. His DNA code had unique patterns not found in the Inuit who occupy Greenland today. Give the archaeologists credit because they have the hypothesis. But we can nail it and say, Yes, this is what happened. Lasse Vinner The hair had come from a site once occupied by a group called the Saqqaq, who first reached Greenland around 4,500 years ago. Archaeologists already knew that the Saqqaqs particular style of making bird darts and spears had vanished suddenly, but perhaps that was because theyd merged with another group or moved away. Now the mans genome, with specific features pointing to a genetic dead end, suggested they really had died out, very possibly because extreme isolation, and inbreeding, had left them vulnerable. Maybe there was a bad year when the migrating reindeer did not appear. Give the archaeologists credit because they have the hypothesis. But we can nail it and say, Yes, this is what happened, says Lasse Vinner, who oversees daily operations at the Copenhagen ancient-DNA lab. Weve substantiated or falsified a number of archaeological hypotheses. In November, Vinner, zipped into head-to-toe white coveralls, led a tour through the Copenhagen labs, located in the basement of the citys Natural History Museum. Samples are processed there in a series of cleanrooms under positive air pressure. In one, the floors were still wet with bleachjust one of the elaborate measures taken to prevent modern DNA from getting in, whether from a researchers shoes or from floating pollen. Its partly because of the costly technologies, cleanrooms, and analytical expertise required for the work that research on ancient human DNA is dominated by a few powerful labsin Copenhagen, at Harvard University, and in Leipzig, Germanythat engage in fierce competition for valuable samples and discoveries. A 2019 New York Times Magazine investigation described the field as an oligopoly, rife with perverse incentives and a smash-and-grab culturein other words, artifact chasing straight out of Raiders of the Lost Ark. To get his share, Willerslev has relied on his growing celebrity, projecting the image of a modern-day explorer who is always ready to trade his tweeds for muck boots and venture to some frozen landscape or Native American cave. Add to that a tale of redemption. Willerslev often recounts his struggles in school and as a would-be mink hunter in Siberia (Im not only a bad studentIm also a tremendously bad trapper, he says) before his luck changed once he found science. This narrative has made him a favorite on television programs like Nova and secured lavish funding from Danish corporations. His first autobiography was titled From Fur Hunter to Professor. A more recent one is called simply Its a Fucking Adventure. Peering into the past The scramble for old bones has produced a parade of headlines about the peopling of the planet, and especially of western Eurasiafrom Iceland to Tehran, roughly. Thats where most ancient DNA samples originate, thanks to colder weather, centuries of archaeology, and active research programs. At the National Museum in Copenhagen, some skeletons on display to the public have missing teethteeth that ended up in the Globe Institutes ancient-DNA lab as part of a project to analyze 5,000 sets of remains from Eurasia, touted as the largest single trove of old genomes yet. What ancient DNA uncovered in Europe is a broad-brush story of three population waves of modern humans. First to come out of Africa were hunter-gatherers who dispersed around the continent, followed by farmers who spread out of Anatolia starting 11,000 years ago. That wave saw the establishment of agriculture and ceramics and brought new stone tools. Last came a sweeping incursion of people (and genes) from the plains of modern Ukraine and Russiaanimal herders known as the Yamnaya, who surged into Western Europe spreading the roots of the Indo-European languages now spoken from Dublin to Bombay. Mixed history The DNA in ancient human skeletons reveals prehistoric migrations. The genetic background of Europeans was shaped by three major migrations starting about 45,000 years ago. First came hunter-gatherers. Next came farmers from Anatolia, bringing crops and new ways of living. Lastly, mobile herders called the Yamnaya spread from the steppes of modern Russia and Ukraine. The DNA in ancient skeletons holds a record of these dramatic population changes. Adapted from 100 ancient genomes show repeated population turnovers in Neolithic Denmark, Nature, January 10, 2024, and Tracing the peopling of the world through genomics, Nature, January 18, 2017 Archaeologists had already pieced together an outline of this history through material culture, examining shifts in pottery styles and burial methods, the switch from stone axes to metal ones. Some attributed those changes to cultural transmission of knowledge rather than population movements, a view encapsulated in the phrase pots, not people. However, ancient DNA showed that much of the change was, in fact, the result of large-scale migration, not all of which looks peaceful. Indeed, in Denmark, the hunter-gatherer DNA signature all but vanishes within just two generations after the arrival of farmers during the late Stone Age. To Willerslev, the rapid population replacement looks like some kind of genocide, to be honest. Its a guess, of course, but how else to explain the limited genetic contribution to subsequent generations of the blue-eyed, dark-haired locals whod fished and hunted around Denmarks islands for nearly 5,000 years? Certainly, the bodies in Copenhagens museums suggest violencesome have head injuries, and one still has arrows in it. In other cases, its obvious that populations met and mixed; the average ethnic European today shares some genetic contribution from all three founding groupshunter, farmer, and herderand a little bit from Neanderthals, too.We had the idea that people stay put, and if things change, its because people learned to do something new, through movements of ideas, says Willerslev. Ancient DNA showed that is not the casethat the transitions from hunter-gatherers to farming, from bronze to iron, from iron to Viking, [are] actually due to people coming and going, mixing up and bringing new knowledge. It means the world that we observe today, with Poles in Poland and Greeks in Greece, is very, very young. With an increasing number of old bodies giving up their DNA secrets, researchers have started to search for evidence of genetic adaptation that has occurred in humans since the last ice age (which ended about 12,000 years ago), a period that the Copenhagen group noted, in a January 2024 report, involved some of the most dramatic changes in diet, health, and social organization experienced during recent human evolution. Every human gene typically comes in a few different possible versions, and by studying old bodies, its possible to see which of these versions became more common or less so with timepotentially an indicator that theyre under selection, meaning they influenced the odds that a person stayed alive to reproduce. These pressures are often closely tied to the environment. One clear signal that pops out of ancient European genes is a trend toward lighter skinwhich makes it easier to produce vitamin D in the face of diminished sunlight and a diet based on grains. DNA from ancient human skeletons could help us understand the origins of modern diseases, like multiple sclerosis.MIKAL SCHLOSSER/UNIVERSITY OF COPENHAGEN New technology and changing lifestyleslike agriculture and living in proximity to herd animals (and their diseases)were also potent forces. Last fall, when Harvard University scientists scanned DNA from skeletons, they said theyd detected rampant evidence of evolutionary action. The shifts appeared especially in immune system genes and in a definite trend toward less body fat, the genetic markers of which they found had decreased significantly over ten millennia. That finding, they said, was consistent with the thrifty gene hypothesis, a feast-or-famine theory developed in the 1960s, which states that before the development of farming, people needed to store up more food energy, but doing so became less of an advantage as food became more abundant. Many of the same genes that put people at risk for multiple sclerosis today almost certainly had some benefit in the past. Such discoveries could start to explain some modern disease mysteries, such as why multiple sclerosis is unusually common in Nordic countries, a pattern that has perplexed doctors. The condition seems to be a latitudinal disease, becoming more prevalent the farther north you go; theories have pointed to factors including the relative lack of sunlight. In January of last year, the Copenhagen team, along with colleagues, claimed that ancient DNA had solved the riddle, saying the increased risk could be explained in part by the very high amount of Yamnaya ancestry among people in Sweden, Norway, and Denmark. When they looked at modern people, they found that mutations known to increase the risk of multiple sclerosis were far more likely to occur in stretches of DNA people had inherited from these Yamnaya ancestors than in parts of their genomes originating elsewhere. Theres a twist to the story: Many of the same genes that put people at risk for multiple sclerosis today almost certainly had some benefit in the past. In fact, theres a clear signal these gene versions were once strongly favored and on the increase. Will Barrie, a postdoc at Cambridge University who collaborated on the research, says the benefit could have been related to germs and infections that these pastoralists were getting from animals. But if modern people dont face the same exposures, their immune system might still try to box at shadows, resulting in autoimmune disease. That aligns with evidence that children who arent exposed to enough pathogens may be more likely to develop allergies and other problems later in life. I think the whole sort of lesson of this work is, like, we are living with immune systems that we have inherited from our past, says Barrie. And weve plunged it into a completely new, modern environment, which is often, you know, sanitary. Telling stories about human evolution often involves substantial guessworkfindings are frequently reversed. But the researchers in Copenhagen say they will be trying to more systematically scan the past for health clues. In addition to the DNA of ancient peoples, theyre adding genetic information on what pathogens these people were infected with (germs based on DNA, like plague bacteria, can also get picked up by the sequencers), as well as environmental data, such as average temperatures at points in the past, or the amount of tree cover, which can give an idea of how much animal herding was going on. The resulting panelsof people, pathogens, and environmentscould help scientists reach stronger conclusions about cause and effect. Some see in this research the promise of a new kind of evolutionary medicinedrugs tailored to your ancestry. However, the research is not far enough along to propose a solution for multiple sclerosis. For now, its just interesting. Barrie says several multiple sclerosis patients have written him and said they were comforted to think their affliction had an explanation. We know that [the genetic variants] were helpful in the past. Theyre there for a reason, a good reasonthey really did help your ancestors survive, he says. I hope thats helpful to people in some sense. Bringing things back In Jurassic Park, which was the highest-grossing movie of all time until Titanic came out in 1997, scientists dont just get hold of old DNA. They also use it to bring dinosaurs back to life, a development that leads to action-packed and deadly consequences. The idea seemed like fantasy when the film debuted. But Jurassic Park presaged current ambitions to bring past genes into the present. Some of these efforts are small in scale. In 2021, for instance, researchers added a Neanderthal gene to human cells and turned those into brain organoids, which they reported were smaller and lumpier than expected. Others are aiming for living animals. Texas-based Colossal Biosciences, which calls itself the first de-extinction company, says it will be trying to use a combination of gene editing, cloning, and artificial wombs to re-create extinct species such as mammoths and the Tasmanian tiger, or thylacine. Colossal recently recruited a well-known paleogenomics expert, Beth Shapiro, to be its chief scientist. In 2022, Shapiro, previously an advisor to the company, said that she had sequenced the genome of an extinct dodo bird from a skull kept in a museum. The past, by its nature, is different from anything that exists today, says Shapiro, explaining that Colossal is reaching into the past to discoverevolutionary innovations that we might use to help species and ecosystems thrive today and into the future. The idea of bringing extinct animals back to life seemed like fantasy when Jurassic Park debuted. But the film presaged current ambitions to bring past genes into the present. Its not yet clear how realistic the companys plan to reintroduce missing species and restore natures balance really is, although the public would likely buy tickets to see even a poor copy of an extinct animal. Some similar practical questions surround the large grant Willerslev won last year from the philanthropic foundation of Novo Nordisk, whose anti-obesity drugs have turned it into Denmarks most valuable company. The projects concept is to read the blueprints of long-gone ecosystems and look for geneticinformation that might help major food crops succeed in shorter or hotter growing seasons. Willerslev says hes concerned that climate change will be unpredictableits hard to say if it will be too wet in any particular area or too dry. But the past could offer a data bank of plausible solutions, which he thinks needs to be prepared now. The prototype project is already underway using unusual mutations in plant DNA found in the 2-million-year-old dirt samples from Greenland. Some of these have been introduced into modern barley plants by the Carlsberg Group, a brewer that is among the worlds largest beer companies and operates an extensive crop lab in Copenhagen. Eske Willerslev collects samples in the Canadian Arctic during a summer 2024 field trip. DNA preserved in soil could help determine how megafauna, like the woolly mammoth, went extinct.RYAN WILKES/UNIVERSITY OF COPENHAGEN One gene being studied is for a blue-light receptor, a protein that helps plants decide when to flowera trait also of interest to modern breeders. Two and a half million years ago, the world was warm, and parts of Greenland particularly somore than 10 C hotter than today. That is why vegetation could grow there. But Greenland hasnt moved, so the plants must have also been specially adapted to the stress of a months-long dusk followed by weeks of 24-hour sunlight. Willerslev says barley plants with the mutation are already being grown under different artificial light conditions, to see the effects. Our hypothesis is that you could use ancient DNA to identify new traits and as a blueprint for modern crop breeding, says Birgitte Skadhauge, who leads the Carlsberg Research Laboratory. The immediate question is whether barley can grow in the high northsay, in Greenland or upper Norway, something that could be important on a warming planet. The research is considered exploratory and separate from Carlsbergs usual commercial efforts to discover useful traits that cut costsof interest since it brews 10 billion liters of beer a year, or enough to fill the Empire State Building nine times. Scientists often try hit-or-miss strategies to change plant traits. But Skadhauge says plants from unusual environments, like a warm Greenland during the Pleistocene era, will have incorporated the DNA changes that are important already. Nature, you know, actually adapted the plants, she says. It already picked the mutation that was useful to it. And if nature has adapted to climate change over so many thousands of years, why not reuse some of that genetic information? Many of the lake cores being tapped by the Copenhagen researchers cover more recent times, only 3,000 to 10,000 years ago. But the researchers can also use those to search for ideassay, by tracing the genetic changes humans imposed on barley as they bred it to become one of humanitys founder crops. Among the earliest changes people chose were those leading to naked seeds, since seeds with a sticky husk, while good for making beer, tend to be less edible. Skadhauge says the team may be able to reconstruct barleys domestication, step by step. There isnt much precedent for causing genetic information to time-travel forward. To avoid any Jurassic Parktype mishaps, Willerslev says, hes building a substantial ethics team for dealing with questions about what does it mean if youre introducing ancient traits into the world. The team will have to think about the possibility that those plants could outcompete todays varieties, or that the benefits would be unevenly distributedhelping northern countries, for example, and not those closer to the equator. Willerslev says his labs evolution away from human bones toward much older DNA is intentional. He strongly hints that the team has already beat its own record for the oldest genes, going back even more than 2.4 million years. And as the first to look further back in time, hes certain to make big discoveriesand more headlines. Its a blue ocean, he saysone that no one has ever seen. A new adventure, he says, is practically guaranteed.
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  • Pompeiis streets show how the city adapted to Roman rule
    www.newscientist.com
    Cart wheels left deep ruts in the stone streets of PompeiiimagoDens/ShutterstockA close look at Pompeiis stone-paved streets has shown how traffic through the ancient city changed dramatically after it was incorporated into the Roman world.Although often seen as a quintessentially Roman place, Pompeii was anything but. For several centuries it was actually governed by a different people known as the Samnites and even after it fell to the Romans in 89 BC, Pompeii retained traces of its Samnite identity right up until its destruction by the eruption of Mount Vesuvius in AD 79.Read more
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  • Reddit mods are fighting to keep AI slop off subreddits. They could use help.
    arstechnica.com
    Generating headaches Reddit mods are fighting to keep AI slop off subreddits. They could use help. Mods ask Reddit for tools as generative AI gets more popular and inconspicuous. Scharon Harding Feb 17, 2025 6:00 am | 0 Credit: Aurich Lawson (based on a still from Getty Images) Credit: Aurich Lawson (based on a still from Getty Images) Story textSizeSmallStandardLargeWidth *StandardWideLinksStandardOrange* Subscribers only Learn moreLike it or not, generative AI is carving out its place in the world. And some Reddit users are definitely in the don't like it" category. While some subreddits openly welcome AI-generated images, videos, and text, others have responded to the growing trend by banning most or all posts made with the technology.To better understand the reasoning and obstacles associated with these bans, Ars Technica spoke with moderators of subreddits that totally or partially ban generative AI. Almost all these volunteers described moderating against generative AI as a time-consuming challenge they expect to get more difficult as time goes on. And most are hoping that Reddit will release a tool to help their efforts.It's hard to know how much AI-generated content is actually on Reddit, and getting an estimate would be a large undertaking. Image library Freepik has analyzed the use of AI-generated content on social media but leaves Reddit out of its research because it would take loads of time to manually comb through thousands of threads within the platform, spokesperson Bella Valentini told me. For its part, Reddit doesn't publicly disclose how many Reddit posts involve generative AI use.To be clear, we're not suggesting that Reddit has a large problem with generative AI use. By now, many subreddits seem to have agreed on their approach to AI-generated posts, and generative AI has not superseded the real, human voices that have made Reddit popular.Still, mods largely agree that generative AI will likely get more popular on Reddit over the next few years, making generative AI modding increasingly important to both moderators and general users. Generative AI's rising popularity has also had implications for Reddit the company, which in 2024 started licensing Reddit posts to train the large language models (LLMs) powering generative AI.(Note: All the moderators I spoke with for this story requested that I use their Reddit usernames instead of their real names due to privacy concerns.)No generative AI allowedWhen it comes to anti-generative AI rules, numerous subreddits have zero-tolerance policies, while others permit posts that use generative AI if it's combined with human elements or is executed very well. These rules task mods with identifying posts using generative AI and determining if they fit the criteria to be permitted on the subreddit.Many subreddits have rules against posts made with generative AI because their mod teams or members consider such posts low effort or believe AI is counterintuitive to the subreddits mission of providing real human expertise and creations."At a basic level, generative AI removes the human element from the Internet; if we allowed it, then it would undermine the very point of r/AskHistorians, which is engagement with experts," the mods of r/AskHistorians told me in a collective statement.The subreddit's goal is to provide historical information, and its mods think generative AI could make information shared on the subreddit less accurate. "[Generative AI] is likely to hallucinate facts, generate non-existent references, or otherwise provide misleading content," the mods said. "Someone getting answers from an LLM cant respond to follow-ups because they arent an expert. We have built a reputation as a reliable source of historical information, and the use of [generative AI], especially without oversight, puts that at risk."Similarly, Halaku, a mod of r/wheeloftime, told me that the subreddit's mods banned generative AI because we focus on genuine discussion. Halaku believes AI content cant facilitate organic, genuine discussion and can drown out actual artwork being done by actual artists.The r/lego subreddit banned AI-generated art because it caused confusion in online fan communities and retail stores selling Lego products, r/lego mod Mescad said. People would see AI-generated art that looked like Lego on [I]nstagram or [F]acebook and then go into the store to ask to buy it, they explained. We decided that our community's dedication to authentic Lego products doesn't include AI-generated art.Not all of Reddit is against generative AI, of course. Subreddits dedicated to the technology exist, and some general subreddits permit the use of generative AI in some or all forms."When it comes to bans, I would rather focus on hate speech, Nazi salutes, and things that actually harm the subreddits," said 3rdusernameiveused, who moderates r/consoom and r/TeamBuilder25, which don't ban generative AI. "AI art does not do that... If I was going to ban [something] for 'moral' reasons, it probably wont be AI art."Overwhelmingly low-effort slopSome generative AI bans are reflective of concerns that people are not being properly compensated for the content they create, which is then fed into LLM training.Mod Mathgeek007 told me that r/DeadlockTheGame bans generative AI because its members consider it a form of uncredited theft," adding:You aren't allowed to sell/advertise the workers of others, and AI in a sense is using patterns derived from the work of others to create mockeries. I'd personally have less of an issue with it if the artists involved were credited and compensatedand there are some niche AI tools that do this.Other moderators simply think generative AI reduces the quality of a subreddit's content."It often just doesn't look good... the art can often look subpar," Mathgeek007 said.Similarly, r/videos bans most AI-generated content because, according to its announcement, the videos are annoying and just bad video 99 percent of the time. In an online interview, r/videos mod Abrownn told me:It's overwhelmingly low-effort slop thrown together simply for views/ad revenue. The creators rarely care enough to put real effort into post-generation [or] editing of the content [and] rarely have coherent narratives [in] the videos, etc. It seems like they just throw the generated content into a video, export it, and call it a day.An r/fakemon mod told me, I cant think of anything more low-effort in terms of art creation than just typing words and having it generated for you."Some moderators say generative AI helps people spam unwanted content on a subreddit, including posts that are irrelevant to the subreddit and posts that attack users."[Generative AI] content is almost entirely posted for purely self promotional/monetary reasons, and we as mods on Reddit are constantly dealing with abusive users just spamming their content without regard for the rules," Abrownn said.A moderator of the r/wallpaper subreddit, which permits generative AI, disagrees. The mod told me that generative AI "provides new routes for novel content" in the subreddit and questioned concerns about generative AI stealing from human artists or offering lower-quality work, saying those problems aren't unique to generative AI:Even in our community, we observe human-generated content that is subjectively low quality (poor camera/[P]hotoshopping skills, low-resolution source material, intentional "shitposting"). It can be argued that AI-generated content amplifies this behavior, but our experience (which we haven't quantified) is that the rate of such behavior (whether human-generated or AI-generated content) has not changed much within our own community.But we're not a very active community[about] 13 posts per day ... so it very well could be a "frog in boiling water" situation.Generative AI wastes our timeMany mods are confident in their ability to effectively identify posts that use generative AI. A bigger problem is how much time it takes to identify these posts and remove them.The r/AskHistorians mods, for example, noted that all bans on the subreddit (including bans unrelated to AI) have an appeals process, and making these assessments and reviewing AI appeals means were spending a considerable amount of time on something we didnt have to worry about a few years ago.They added:Frankly, the biggest challenge with [generative AI] usage is that it wastes our time. The time spent evaluating responses for AI use, responding to AI evangelists who try to flood our subreddit with inaccurate slop and then argue with us in modmail, [direct messages that message a subreddits mod team], and discussing edge cases could better be spent on other subreddit projects, like our podcast, newsletter, and AMAs, providing feedback to users, or moderating input from users who intend to positively contribute to the community.Several other mods I spoke with agree. Mathgeek007, for example, named "fighting AI bros" as a common obstacle. And for r/wheeloftime moderator Halaku, the biggest challenge in moderating against generative AI is a generational one.Some of the current generation don't have a problem with it being AI because content is content, and [they think] we're being elitist by arguing otherwise, and they want to argue about it, they said.A couple of mods noted that its less time-consuming to moderate subreddits that ban generative AI than it is to moderate those that allow posts using generative AI, depending on the context.On subreddits where we allowed AI, I often take a bit longer time to actually go into each post where I feel like... its been AI-generated to actually look at it and make a decision, explained N3DSdude, a mod of several subreddits with rules against generative AI, including r/DeadlockTheGame.MyarinTime, a moderator for r/lewdgames, which allows generative AI images, highlighted the challenges of identifying human-prompted generative AI content versus AI-generated content prompted by a bot:When the AI bomb started, most of those bots started using AI content to work around our filters. Most of those bots started showing some random AI render, so it looks like you're actually talking about a game when you're not. There's no way to know when those posts are legit games unless [you check] them one by one. I honestly believe it would be easier if we kick any post with [AI-]generated image... instead of checking if a button was pressed by a human or not.Mods expect things to get worseMost mods told me its pretty easy for them to detect posts made with generative AI, pointing to the distinct tone and favored phrases of AI-generated text. A few said that AI-generated video is harder to spot but still detectable. But as generative AI gets more advanced, moderators are expecting their work to get harder.In a joint statement, r/dune mods Blue_Three and Herbalhippie said, AI used to have a problem making handsi.e., too many fingers, etc.but as time goes on, this is less and less of an issue.R/videos' Abrownn also wonders how easy it will be to detect AI-generated Reddit content as AI tools advance and content becomes more lifelike.Mathgeek007 added:AI is becoming tougher to spot and is being propagated at a larger rate. When AI style becomes normalized, it becomes tougher to fight. I expect generative AI to get significantly worseuntil it becomes indistinguishable from ordinary art.Moderators currently use various methods to fight generative AI, but they're not perfect. r/AskHistorians mods, for example, use AI detectors, which are unreliable, problematic, and sometimes require paid subscriptions, as well as our own ability to detect AI through experience and expertise, while N3DSdude pointed to tools like Quid and GPTZero.To manage current and future work around blocking generative AI, most of the mods I spoke with said theyd like Reddit to release a proprietary tool to help them.I've yet to see a reliable tool that can detect AI-generated video content, Aabrown said. Even if we did have such a tool, we'd be putting hundreds of hours of content through the tool daily, which would get rather expensive rather quickly. And we're unpaid volunteer moderators, so we will be outgunned shortly when it comes to detecting this type of content at scale. We can only hope that Reddit will offer us a tool at some point in the near future that can help deal with this issue.A Reddit spokesperson told me that the company is evaluating what such a tool could look like. But Reddit doesnt have a rule banning generative AI overall, and the spokesperson said the company doesn't want to release a tool that would hinder expression or creativity.For now, Reddit seems content to rely on moderators to remove AI-generated content when appropriate. Reddit's spokesperson added:Our moderation approach helps ensure that content on Reddit is curated by real humans. Moderators are quick to remove content that doesn't follow community rules, including harmful or irrelevant AI-generated contentwe don't see this changing in the near future.Making a generative AI Reddit tool wouldnt be easyReddit is handling the evolving concerns around generative AI as it has handled other content issues, including by leveraging AI and machine learning tools. Reddit's spokesperson said that this includes testing tools that can identify AI-generated media, such as images of politicians.But making a proprietary tool that allows moderators to detect AI-generated posts won't be easy, if it happens at all. The current tools for detecting generative AI are limited in their capabilities, and as generative AI advances, Reddit would need to provide tools that are more advanced than the AI-detecting tools that are currently available.That would require a good deal of technical resources and would also likely present notable economic challenges for the social media platform, which only became profitable last year. And as noted by r/videos moderator Abrownn, tools for detecting AI-generated video still have a long way to go, making a Reddit-specific system especially challenging to create.But even with a hypothetical Reddit tool, moderators would still have their work cut out for them. And because Reddit's popularity is largely due to its content from real humans, that work is important.Since Reddit's inception, that has meant relying on moderators, which Reddit has said it intends to keep doing. As r/dune mods Blue_Three and herbalhippie put it, its in Reddits best interest that much/most content remains organic in nature." After all, Reddit's profitability has a lot to do with how much AI companies are willing to pay to access Reddit data. That value would likely decline if Reddit posts became largely AI-generated themselves.But providing the technology to ensure that generative AI isn't abused on Reddit would be a large challege. For now, volunteer laborers will continue to bear the brunt of generative AI moderation.Advance Publications, which owns Ars Technica parent Cond Nast, is the largest shareholder of Reddit.Scharon HardingSenior Technology ReporterScharon HardingSenior Technology Reporter Scharon is a Senior Technology Reporter at Ars Technica writing news, reviews, and analysis on consumer gadgets and services. She's been reporting on technology for over 10 years, with bylines at Toms Hardware, Channelnomics, and CRN UK. 0 Comments
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  • Tech, Media & Telecom Roundup: Market Talk
    www.wsj.com
    Read about prices of NAND flash-memory chips, Deepseek and more in the latest Market Talks covering Technology, Media and Telecom.
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  • Metas AI-Powered Ray-Bans Are Life-Enhancing for the Blind
    www.wsj.com
    The tech giant made smart specs for the general public. Visually impaired owners use them to help with everyday tasks, though some critics cite safety concerns.
    0 Commentaires ·0 Parts ·7 Vue
  • The Best SSDs and Storage - Early 2025
    www.techspot.com
    Storage technology continues to evolve, delivering faster speeds, greater efficiency, and more compact designs. NVMe SSDs remain the go-to choice for new systems, offering blazing-fast performance far beyond traditional SATA drives. Whether you're upgrading a gaming PC, a creative workstation, or a laptop, the latest NVMe options push the limits of speed and reliability.For bulk storage needs, traditional hard drives still provide the best cost-per-terabyte value, making them ideal for large media libraries and backups. Meanwhile, external SSDs offer a balance of speed and portability, ensuring quick access to data on the go. As usual, our top storage picks are categorized by form factor and use case, helping you find the best option for your specific needs.Best SSDs for Desktop PCsCorsair MP600 Pro | WD Black SN850X | Crucial T500In numbers Price: $146 on AmazonWith companies using different types of flash memory and varying capacities for the same drive, it's hard to determine what drive is the best without mentioning capacity. For capacities up to 4TB, our top recommendation is the Corsair MP600 Pro.Leveraging Micron's 176-layer TLC NAND, the Corsair MP600 Pro offers sustained write speeds up to twice as fast as those of other popular PCIe 4.0 drives. In shorter transfers, it saturates the PCIe 4.0 interface with speeds reaching 7,000 MB/s. While the Phison E18 controller is no longer the most efficient, it still holds its own in terms of pure random performance. This drive is available with multiple heatsink options, though the no-heatsink (NH) version is the most affordable.If you don't often fill a large portion of the device's free space at once, you may prefer the Samsung 990 Pro, which offers better efficiency and slightly faster app load times but significantly slower sustained write speeds.For those needing 8TB of storage, the WD Black SN850X currently provides much better value than the Corsair drive. Thanks to its denser flash memory, it maintains performance parity with the 4TB model by using the same number of NAND dies.PCIe 5.0: Is It Worth It?PCIe 5.0 drives, such as the Crucial T705 and Corsair MP700 Pro SE, promise double the sequential performance, but factors like cooling and flash density complicate the equation. Modern SSDs are designed to use a portion of their free space as cache for writing at full speed. Depending on how much free space the drive has, PCIe 5.0 drives will fill this cache a few seconds faster. After that, writing speed will be similar to that of the MP600 Pro. Costing about twice per TB, it's simply not worth it.That said, slightly older PCIe 5.0 models, like the Crucial T700 and Corsair MP700 Pro strike a more interesting compromise between value and peak performance.Best for Laptops: Crucial T500For laptop users, the Crucial T500 is a fantastic choice. It utilizes Micron's 232-layer flash and a smaller 4-channel controller, delivering exceptional efficiency for a RAM-equipped SSD. Its main drawback is inconsistent performance in sustained writes.Previously known as the Solidigm P44 Pro, the SK Hynix Platinum P41 performs more consistently in long writes while being almost as efficient as the T500.Best for Older PCs and LaptopsWith Crucial seemingly phasing out the old but trusted MX500, the Samsung 870 Evo remains the only decent SATA SSD on the market, utilizing onboard DRAM and TLC flash. If you want to upgrade an older desktop or laptop that only supports the SATA interface, this is your go-to option. Back to top Best for Mobile DevicesCorsair MP600 MiniIn numbers Price: $74 on AmazonTo expand storage on devices like the Steam Deck, Asus ROG Ally, or Surface Pro tablet, your only option is a short 2230 M.2 drive. Upgraded with the Phison E27T controller in 2024, the Corsair MP600 Mini is essentially a shorter version of the MP600 Elite, one of the best DRAM-less SSDs available.For Steam Deck compatibility, all chips are placed on one side of the PCB, which requires denser flash memory for 2TB models. However, since the Steam Deck only supports PCIe 3.0 speeds, there's no noticeable difference in performance between the MP600 Mini and the older Western Digital SN770M, which doesn't fully utilize the PCIe 4.0 interface.While other 2230 M.2 options exist, they either offer lower capacities or use QLC flash, making them a poor value if they provide any savings at all. Back to top Best Portable SSDsSamsung T7 Shield | Crucial X9 ProIn numbers Price: $99 on AmazonHaving speedy, portable storage can be a lifesaver in some situations and a routine necessity in others. External drive enclosures allow you to convert an internal drive into an external one (and vice versa in the future), offering features like USB-3.2 ("Gen 2 x 2") or USB4 speeds, along with water/shock resistance.However, if you're looking for a new storage device, all-in-one external drives offer great value these days.The Samsung T7 Shield is a great example. Provided you have a USB 3.1 (or USB 3.2 Gen 2) connection, it delivers up to 1,050 MB/s read and 1,000 MB/s write speeds that remain consistent in sustained workloads. It's also built to last, with a 3-meter drop rating and IP65 water and dust resistance.The 2TB ($160) and 4TB ($280) models offer solid value, while the 1TB version is available for $99.The Crucial X9 Pro is typically available for a similar price per terabyte, and it's the best choice for gamers, thanks to its dedicated DRAM, especially when the drive houses hundreds of GBs. It has slightly lower durability, with a 2-meter drop rating and IP55 water/dust resistance, and may require a USB-C to USB-A adapter. However, if these limitations aren't a concern, it's an excellent choice.Need for Speed?For on-the-move professionals and enthusiasts who regularly transfer hundreds of gigabytes of data, faster options are worth considering albeit at a higher cost.Samsung T9 and Crucial X10 Pro can reach up to 2,100 MB/s if your system has a USB 3.2 Gen 22 port.SanDisk Professional Pro-G40 offers blazing-fast 3,100 MB/s reads and 2,700 MB/s writes, but requires a Thunderbolt 3 connection.For everyone else, our standard recommendations of the Samsung T7 Shield and Crucial X9 Pro will easily meet if not exceed expectations. Back to top Best Hard DriveWD Red Plus | WD BlueIn numbers Price: $97 on AmazonFor years, the WD Red Plus and Seagate IronWolf have been the go-to choices for secondary PC storage or home NAS setups, while their higher-end counterparts the WD Red Pro and IronWolf Pro cater to larger servers.The problem is, these models are updated frequently (often without a name change) and rarely reviewed by major outlets. In their current iterations, both drives are essentially equivalent, offering a three-year warranty, 256MB of cache, and high-density platters that compensate for their relatively slow spinning speed, resulting in quiet operation.Our advice comes down to buying experience: Seagate still sells 2022 models alongside the faster and quieter 2024 ones, and it's not always easy to tell them apart. WD is more straightforward you can be fairly certain that you're getting the latest 2023 models.Current highlights of the lineup include 4TB for $100, 6TB for $133, and 10TB for $200.Budget Option: WD BlueIf you're adding a single drive to your PC and don't need vibration resistance, the WD Blue and Seagate Barracuda are your main choices. Our recommendation goes to WD again, for a different reason: most of the current models use conventional magnetic recording (CMR), rather than shingled (SMR), which allows creating denser platters at the expense of performance.The best current offers are 4TB for $70, and 8TB for $120. Back to top Best External Hard DriveWD My Book | WD My Passport UltraIn numbers Price: $162 on AmazonThe cost and capacity advantages of mechanical drives make them an excellent choice for storing data outside your PC. Backups, media files, and other large datasets often requiring terabytes of space are best stored externally for added safety. For the most reliable external storage, consider placing one of our recommended internal drives inside an external enclosure with a power connector. This approach ensures you won't lose access to your data due to a broken external connector.But if you prefer the convenience of a plug-and-play solution, WD's My Book stands out above the competition by offering lots of reliable storage space on the cheap. Models range between 4TB and 18TB. Currently, some of the better options are the 4TB drive for $105, the 8TB model for $175, and the 12TB version for $225.The My Book comes pre-formatted with the exFAT file system and includes WD's Backup software for Windows and macOS. It is also compatible with Apple's Time Machine. However, with a slow-spinning mechanical disk and a USB 3.0 interface, this drive isn't built for speed. Its sequential read and write speeds of 170 180MB/s are mediocre, with even slower random transfer and I/O performance. While these speeds would be unacceptable for a boot drive, they are sufficient for the My Book's primary purpose cost-effective, reliable storage for infrequently accessed data.There are a few minor drawbacks to consider. The My Book uses a Micro-B USB 3.0 to USB-A connector instead of the more common USB-A/USB-C interfaces. Additionally, it lacks an activity light and requires a separate 12V power adapter (included), making it better suited for fixed workspaces. On the plus side, it comes with password-protected 256-bit hardware encryption and a three-year warranty, which is longer than its Seagate rival. Overall, the WD My Book is the best budget-friendly external storage option available today.A Compact Alternative: WD My Passport UltraFor those seeking portable storage on a budget, WD's My Passport Ultra hits the middle ground in terms of capacity, performance, portability, and price.With a sleek, pocket-friendly design, the 5TB model currently offers the best value at $140, while the 6TB version provides the highest capacity. Smaller 1TB, 2TB, and 4TB options are also available at lower prices. This model features a modern USB-C port (with a USB-A adapter included) and additional perks such as an activity light, onboard hardware encryption, useful software utilities, and a class-leading 3-year warranty.Performance-wise, the My Passport Ultra isn't groundbreaking, but its ~130MB/s read and write speeds are on par with the competition. Given its affordability, feature set, and ease of use, these speeds are more than acceptable for everyday storage needs. Back to top Best Home NASQNAP TS-464-8G | Synology DS224+In numbers Price: $550 on AmazonIf you don't have the need for a desktop PC, a pre-built NAS can be a compact and power-efficient alternative for backing up files from all your portable devices. These days, QNAP seems to offer the best balance of features and ease of use.One of the best options is the QNAP TS-464-8G, with support for up to four SATA hard disks or SSDs in RAID 0, 1, 5, 6 or 10, and up to 72TB in total capacity without an expansion unit. It also supports two 2TB SSDs in PCIe 3.0 x 1 mode (still faster than SATA) for cache or storage without expansion cards. The unit is powered by an Intel Celeron N5095 processor and comes with 1 8GB of RAM, expandable to 2 8GB. It features two 2.5Gb Ethernet ports with trunking support, two USB 3.1 ("3.2 Gen 2") ports, and an HDMI 2.1 port for 60Hz 4K video output.For $1,009, you can get the device pre-configured with four 4TB WD Red Plus or Seagate IronWolf drives, set up in RAID 5, providing 12TB of usable storage with protection against the failure of a single drive.Synology AlternativesIf you have a preference for Synology's NAS models or their software, the DS923+ is a powerful $600 4-bay NAS that supports up to 64TB of raw capacity. It also allows for two NVME SSDs for either cache or storage, and a total of nine drives with a separate expansion unit.It's powered by a quad-thread AMD Ryzen R1600 processor, the DS923+ includes 4GB of DDR4 RAM (expandable up to 32GB), support for PCIe 3.0 x2 network cards, and an eSATA port. With more drives, RAID 5, 6, and 10 become available.For less, their entry-level two-drive DiskStation DS224+ is an excellent choice starting at $299. It comes with two empty drive bays, supporting up to 32TB of maximum storage with 3.5-inch SATA HDDs and 2.5-inch SATA SSDs.Essentially a refresh of the popular DS220+, it features a quad-core Celeron J4125, 2GB of DDR4 RAM (expandable up to 6GB), two 1Gb LAN ports with link aggregation, and two USB 3.0 ("3.2 Gen 1") ports. It also supports 4K transcoding for high-quality media streaming, while RAID options include SHR, Basic, JBOD, RAID 0, and RAID 1. An M.2 slot is still lacking here though, and there's no support for an expansion unit to add more storage down the road. Back to top
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  • ProtoArc XKM01 CaseUp Combo Is An Office That Packs Up Into A Case
    www.forbes.com
    The ProtoArc XKM01 CaseUp Combo includes a laptop stand, full size foldable keyboard and a wireless ... [+] mouse.ProtoArcTwo innovations have freed many of us from the tyranny of the office and our desks. The laptop and the internet mean that we can now work from almost anywhere in the world and need no longer be tied to a desk. Whether we choose to work from our local branch of Starbucks or a sunny beach caf, the way we work has changed radically.Some of the drawbacks of using a laptop on the move is the cramped keyboard, small screen and lack of a mouse. Not everyone finds a trackpad conducive to productive working. However, for those of us who still prefer a full-sized keyboard and mouse, there are options. For example. I recently reported on Logitechs Casa portable office. Today Im looking at an alternative to Casa in the form of the latest ProtoArc XKM01 CaseUp Combo.Housed in a handy zippered carry case, the ProtoArc XKM01 CaseUp is a portable office consisting of a tri-fold Bluetooth keyboard, a mouse and a fold-out stand that can accommodate most types of laptops or tablets. Its the kind of setup that might appeal to digital nomads who often find themselves working in the most unusual locations.The The ProtoArc XKM01 CaseUp Combo is housed in a zippered case that holds the keyboard, mouse and ... [+] laptop stand.ProtoArcThis update to the ProtoArc product lineup includes the original foldable and full-size Bluetooth keyboard with a numeric keypad. There is an ultra-thin wireless mouse and a redesigned laptop stand. Everything can be packed away into the compact travel case, enabling the user to set up a workable office almost anywhere with some table space.MORE FOR YOUThe keyboard folds out into three sections and has 105 keys including a numpad, but no backlight on the keys. There is a separate row of function and multimedia keys that can work with both Windows and macOS computers. The keyboard also plays nicely with iOS and Android devices. A battery inside the thin keyboard can be recharged via a USB-C port at the rear.There are three Bluetooth buttons on the keyboard for pairing with up to three separate devices which can then be switched between with a keypress. In addition, the keyboard can also connect to a host device using the 2.4GHz wireless USB-A dongle stowed away in the body of the mouse.The low-profile wireless optical mouse in the kit is powered by a long-lasting rechargeable battery and there is also a USB-A Bluetooth dongle. The mouse can pair with up to three devices and will easily switch between them with a press of a button on the underside of the mouse. As well as the usual three buttons, the ProtoArc mouse also has a scroll wheel with fine increments of more scrolling accuracy.With the addition of a second monitor, the The ProtoArc XKM01 CaseUp Combo can provide an extensive ... [+] portable office setup.ProtoArcThe laptop stand in the kit is a scissor design made from aluminum alloy and painted black. The stand opens to produce a sturdy platform for any laptop between around 13 and 17 inches. Adjustments can incline that stand at an angle ranging from 10 to 40 degrees to achieve the optimum viewing angle for the user.The underside of the stand is protected with rubber silicone pads that stop it and the laptop from sliding around. The pads also protect any delicate or polished surfaces that it may be used on.All three of the pieces that make up the ProtoArc XKM01 CaseUp Combo can stowed neatly away in the padded and zippered case, which is small enough to slip in a backpack with a laptop but tough enough to protect the peripherals. A USB cable is also supplied for charging the keyboard and mouse when the batteries are depleted.There is little doubt about how much flexibility the modern laptop and internet have brought us. But if, like me, you struggle using a laptop keyboard and trackpad, the ProtoArc XKM01 CaseUp could be the solution for anyone who finds themselves working in an unfamiliar location where they need a full-size keyboard and the flexibility of using a mouse without being weighed down with full-sized peripherals which can be both bulky and heavy.Pricing and Availability: The ProtoArc XKM01 CaseUp Combo is shipping now and costs $99.99 / 74 / 99.Tech Specs:KeyboardDimensions folded (H x W x D): 215.50 x 119.70 x 20.95mm.Dimensions expanded (H x W x D): 386.39 x 119.70 x 12.35mm.Keys: 105, including numeric keypad and shortcut row.Switches: Scissor.Connectivity: Dual mode (2.4G and Bluetooth), compatible with Windows, macOS, and Android.Battery: USB-C rechargeable; 150 days standby time.MouseThree buttons and a scroll wheel.Dimensions H x W x D): 23.3 x 58.98 x 108mm.DPI settings: Adjustable DPI.Battery: USB-C rechargeable; 200 days standby time.Laptop standDimensions: 256 x 55 x 8mm (folded).Material: Aluminum alloy.Compatible laptop sizes: 13 17.3-inchesAdjustment Angle Range: 10/20/25/30/35/40.
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  • Whats That Bright Star? See Venus At Its Brilliant Best: The Night Sky This Week
    www.forbes.com
    This artistic impression depicts our Solar System neighbour Venus, where scientists have confirmed ... [+] the detection of phosphine molecules.ESO/M. Kornmesser & NASA/JPL/CalEach Monday, I pick out North Americas celestial highlights for the week ahead (which also applies to northern hemisphere mid-northern latitudes). Check my main feed for more in-depth articles on stargazing, astronomy, eclipses and more.The Night Sky This Week: Feb. 17-23, 2025From post-sunset views of a brilliant Venus to the moon rising alongside the rival of Mars, heres everything you need to know about stargazing and astronomy this week:Monday, Feb. 17: Venus At Its BrightestVenus will be the brightest it gets above the western horizon after sunset. Venus has been shrinking to a crescent as it gets closer to Earth, and today, just 23% of it is lit. Despite thatand because of both its closeness and its reflective cloud coverit will today shine at a brilliant magnitude of -4.6.Thursday, Feb. 20: Last Quarter MoonToday, we will see a Last-Quarter (or Third-Quarter) Moon, which will appear half-illuminated and rise around midnight. The moons rising and setting times shift later by about 50 minutes each night, which means this weekend will feature moonless nights. We're about to enter a fine period for stargazing.Thursday, Feb. 21: Waning Gibbous Moon, Antares And Paikauhale StellariumThursday, Feb. 21: Waning Gibbous Moon, Antares And PaikauhaleLook to the southeast horizon from about 3:00 a.m. local time through dawn to see a waning gibbous moon appearing to be about half a degree from Antares, the brightest star in the constellation of Scorpius. Antares will be above the moon. If you have a keen eye, look for the hypergiant star Paikauhale below the moon. Both stars are in Scorpius.Antares is one of the largest stars astronomers know of. gettyMORE FOR YOUStar Of The Week: AntaresAntares is a red supergiant star 12 times the sun's mass, one of the biggest stars we know of. Distinctly orangey-red to the observer (primarily through binoculars) and known as the rival of Mars because of its ruddy color and because Mars passes it closely every 26 months. If you put it in the solar system, it would reach almost as far as where Jupiter orbits.The times and dates given apply to mid-northern latitudes. For the most accurate location-specific information, consult online planetariums like Stellarium.Wishing you clear skies and wide eyes.
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  • RAG AI: Do it yourself, says NYC data scientist
    www.computerweekly.com
    Organisations should build their own generative artificial intelligence-based (GenAI-based) on retrieval augmented generation (RAG) with open sources products such as DeepSeek and Llama.This is according to Alaa Moussawi, chief data scientist at New York City Council, who recently spoke at the Leap 2025 tech event in Saudi Arabia.The event, held near the Saudi capital Riyadh, majored on AI and came as the desert kingdom announced $15bn of planned investment in AI.But, says Moussawi, theres nothing to stop any organisation testing and deploying AI with very little outlay at all, as he described the councils first such project way back in 2018.New York City Council is the legislative branch of the New York City government thats mainly responsible for passing laws and budget in the city. The council has 51 elected officials plus attorneys and policy analysts.What Moussawis team set out to do was make the legislative process more fact-based and evidence-driven and make the everyday work of attorneys, policy analysts and elected officials smoother.To that end, Moussawis team built its first AI-like app a duplicate checker for legislation for production use at the council in 2018.Whenever a council member has an idea for legislation, its put into the database and timestamped so it can be checked for originality and credited to the elected official who made that law come to fruition.There are tens of thousands of ideas in the system and a key step in the legislative process is to check whether an idea has been proposed before.If it was, then the idea must be credited to that official, says Moussawi. It is a very contentious thing. Weve had errors happen in the past where a bill got to the point of being voted on and finally another council member recalled they had proposed the idea, but the person who had done the duplicate check manually had somehow missed it.By todays standards, its a rudimentary model, says Moussawi. It uses Googles Word2Vec, which was released in 2013 and captures information about the meaning of words based on those around it.Its somewhat slow, says Moussawi. But the important thing is that while it might take a bit of time five or 10 seconds to return similarity rankings its much faster than a human and it makes their jobs much easier.The key technology behind the duplicate checker is vector embedding, which is effectively a list of numbers the vectors that represent the position of a word in a high-dimensional vector space.That could often consist of over a thousand dimensions, says Moussawi. A vector embedding is really just a list of numbers.Moussawi demonstrated the idea by simplifying things down to two vectors. In a game of cards, for example, you can take the vector for royalty and the vector for woman and they should give you the vector for queen if you add them together.Strong vector embeddings can derive these relationships from the data, says Moussawi. Similarly, if you added the vectors for royalty and men, you can expect to get the vector for king.Thats essentially the technology in the councils duplicate checker. It trains itself by using the full set of texts to generate its vector embeddings.Then it sums over all the word embeddings to create an idea vector, he says. We can measure the distance between this idea for a law and another idea for a law. You could measure it with your ruler if you were working with two-dimensional space, or you apply the Pythagorean theorem extended to a higher dimensional space, which is fairly straightforward. And thats all there is to it the measure of distance between two ideas.Moussawi is a strong advocate that organisations should get their hands dirty with generative AI (GenAI). Hes a software engineering PhD and a close student of developments through the various iterations of neural networks but is keen to stress their limitations.AI text models, including the state-of-the-art models we use today, are about simply predicting the next best word in a sequence of words and repeating the process, he says. So, for example, if you ask a large language model [LLM], Why did the chicken cross the road?, its going to pump it into the model and predict the next word, the, and the next one, chicken and so on.Thats really all its doing, and this should somewhat make you understand why LLMs are actually not intelligent or dont have true thought the way we do.By contrast, Im explaining a concept to you and Im trying to relay that idea and Im finding the words to express that idea. A large language model has no idea what word is going to come next in the sequence. Its not thinking about a concept.According to Moussawi, the big breakthrough in the scientific community that came in 2020 was that compute, datasets and parameters could scale and scale and you could keep throwing more compute power at them and get better performance.He stresses that organisations should bear in mind that the science behind the algorithms isnt secret knowledge: We have all these open source models like Deepseek and Llama. But the important takeaway is that the fundamental architecture of the technology did not really change very much, We just made it more efficient. These LLMs didnt learn to magically think. All of a sudden, we just made it more efficient.Coming up to date, Moussawi says New York City Council has banned the use of third-party LLMs in the workplace because of security concerns.This means the organisation has opted for open source models that avoid the security concerns that come with cloud-based subscriptions or third-party APIs.With the release of the first Llama models, we started tinkering on our local cluster, and you should too. There are C++ implementations that can be run on your laptop. You can do some surprisingly good inference, and its great for developing a proof-of-concept, which is what we did at the council.The first thing to do is to index documents into some vector database. This is all work you just do once on the back end to set up your system, so thats ready to be queried based on the vector database that youve built.Next, you need to set up a pipeline to retrieve the documents relevant to a given query. The idea is that you ask it a prompt and youd run that vector against your vector database legal memos youve stored in your vector database or plain language summaries or other legal documents that youve copied from wherever, depending on your domain.This process is known as retrieval augmented generation or RAG and its a great way to provide your model with scope regarding what its output should be limited to. This significantly reduces hallucinations and, since its pulling the documents that its responding with from the vector database, it can cite sources.These, says Moussawi, provide guardrails for your model and give the end user a way to ensure the output is legitimate because sources are being cited.And thats exactly what Moussawis team did, and his message while he awaits delivery of the council data science teams first GPUs is: What are you waiting for?Read more about AI and Saudi ArabiaStorage technology explained: Vector databases at the core of AI: We look at the use of vector data in AI and how vector databases work, plus vector embedding, the challenges for storage of vector data and the key suppliers of vector database products.Saudi Arabia calls for humanitarian AI after tightening screws on rights protesters: Oppressive state wants global digital identity system at the heart of all AI, to make it trustworthy and prevent it being used for unauthorised surveillance.
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  • Opinion: Saudi plans to be an IT superpower, but challenges lie ahead
    www.computerweekly.com
    Saudi Arabia is spending big on IT, and on artificial intelligence (AI) in particular, in an effort to diversify from its historic, massive dependency on oil production and revenues.One huge advantage it has is that it has the cash, with $15bn of planned investment in AI announced at Leap 2025 near Riyadh last week.The event was wall-to-wall with speakers who wove a vision of Saudi Arabia as an IT-driven superpower, a regional datacentre hub and hive of digital innovation and transformation, all encapsulated in the kingdoms Vision 2030 plans.Speaker after speaker conjured persuasive impressions of Saudi Arabias actual and potential potency in IT terms, but to get there it will require a critical mass of tech company presence. That will also mean attracting talent and nurturing its own through education. It also requires infrastructure, physical and digital.Those are all recognised, as is the desire to transition from being an economy dominated by the state sector. So, how far is the kingdom along that road, and can it overcome the challenges it faces?As is often the case at events like this, it feels like theres a huge disparity between the visions of enthusiastic speakers and life beyond the doors of the event halls. And as a long-time visitor to and observer of the region with enough Arabic to get around independently it appears there are some key challenges in the path of Saudi Arabias ambitious plans to be a developed digital economy.In one sense, thats to be expected as the country is nearer the start of its journey rather than the end. But I was left wondering, was the show itself a microcosm that highlighted some of the obstacles?Take getting to the conference. The local taxi app, Careem, advertised 100% off for Leap attendees. It didnt work. When I arrived at the event via my first ride, I couldnt pay via the app, except by charging a wallet in UAE currency, which didnt seem practical or wise given that wasnt the country I was in. And so I couldnt get the discount because I had to pay using cash dollars (always a useful fallback).Meanwhile, the show lacked a taxi lane to take attendees to the right part of the site. Instead, I was dumped in a vast car park a long way from the main exhibition area, which covered a site of several km2. Uber drivers seemed to be persona non grata on-site, as one I went with quickly switched the placard in his window to Careem as he approached the venue.It was also impossible to hail an Uber to the site as the designated pickup spot seemed locked down by drivers set on chiselling the highest possible fare out of attendees. Drivers were understandably desperate to recoup the outlay inherent in having driven 60km from Riyadh and hanging around all day. On one such occasion, I had to threaten to call the police when a taxi driver suddenly announced a doubling of fare after a near two-hour journey from the event to Riyadh. A photo of his meter taken at 7:30pm showed it had been running from 10:30 that morning.Catching taxis often involved drama. I even had the interesting experience of hailing an Uber, the app telling me it had arrived and was then on its way to my destination without me in it. I wouldnt have taken so many taxis, but in Riyadh, if there was a main road in the way think eight lanes of high volume, high speed traffic it was the only way to get across.Read more about Saudi ArabiaSaudi puts $15bn into AI as experts debate next steps. The kingdoms Leap 2025 tech show is the backdrop for huge investment, plus debate over the future of artificial intelligence as a productivity tool but which can also potentially undermine human society.AI at Leap 2025: Huge potential but a threat to the fabric of society? Thought leaders in artificial intelligence gathered at Saudi Arabias Leap 2025 tech show to set out the next steps for enterprise AI and agentic AI, but also AIs potential danger to human society.Inside the event, speakers were scattered across numerous stages over a vast area. The show apps map was tiny, physical maps were non-existent and signage was only useful if you were already near where you wanted to go.There were many hundreds of staff. Their tabards said crowd control and they seemed mostly there to make sure the huge numbers of attendees walked on the right side of the walkways between stands or had badges scanned.Asking directions was overwhelmingly fruitless as crowd control staff rarely knew where anything was. I was reminded of the issue of underemployment, a phenomenon present historically among Arab armies and civil bureaucracies, where huge numbers of people do only basic work or none at all, and lack training and the initiative that can result from it.Meanwhile, if consulting the app map was needed, the Wi-Fi failed at just the wrong time. I missed numerous sessions because navigating the event was so difficult.Well leave aside the queues for male toilets that stretched 25 people long into the main halls.Whats all this got to do with achieving digital transformation goals? Well, as a UK-based journalist, I probably fit the description of skilled foreign worker, perhaps not of a dissimilar level to the kind of tech staff Saudi-based employers may want to attract.Talent retention involves making sure those peoples lives can run smoothly.Sure, you can overcome the daily hassles of life in Saudi by throwing money at them, providing drivers and fixers, and so on, but thats not removing an obstacle, its working around it.Meanwhile, many of the mundane issues of daily life I got a taste of are the result of the stratification and inequality in Saudi society, which has documented challenges in the number and condition of foreign workers as well as overcoming historic deficits in its education system.Again, sure, there are plenty of well-educated Saudis that speak flawless English, but that route is not one open to all members of society, and thats a restriction on the talent pool that developed countries dont face, or face to a far lesser extent.Thats compounded by the domination of the public sector, in which influence and family mean progression is likely often a case of who you know or are related to.Having said all of that, all the Saudis I met were warm, generous and hospitable to a level thats totally disarming to a northern European. And like people everywhere, if given the right chance, Im sure they will rise to the challenges in front of them. The question is, how painlessly can Saudi state and society navigate the change required for that to happen?
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  • Generative Machine introduces new AI-generated open-source 5-axis FFF desktop 3D printer
    3dprintingindustry.com
    UK-based robotics engineering startup Generative Machine is developing an open-source 5-axis fused filament fabrication (FFF) system by using Autodesks Fusion 360 software.By moving beyond the limitations of conventional 3-axis FFF 3D printers, which struggle with overhangs and complex geometries, the new system offers greater flexibility in part orientation with a tilting build platform. A multi-axis approach reduces material waste, improves surface quality, and enables the production of intricate designs that would typically require industrial equipment.According to Ric Real, PhD, Co-Founder of Generative Machine, when generative design is combined with parametric design methods, machine dimensions and performance characteristics can be dynamically adjusted, allowing new configurations to be generated instantly.Imagine just defining the required build volume, updating the parametric base configuration, and automatically regenerating an optimized machine to these new dimensions Its not difficult to see the concept of self-designing products and machines begin to emerge, and we can do it all in Fusion, he explained.Generative Machines 5-axis FFF 3D printers beta version. Photo via Autodesk.Leveraging generative design and multi-axis motion control According to Autodesk, Fusion 360s Generative Design feature played a key role in the machines structural development. The tool applies artificial intelligence (AI) and cloud computing to generate multiple design alternatives based on input parameters such as material properties, manufacturing constraints, and performance requirements.By exploring a range of possible configurations, the software refines each design for efficiency and durability. Optimizing the machines mechanical structure through this process enhances its strength-to-weight ratio while reducing unnecessary material usage.Moreover, Fusion 360 also facilitated the overall design and development of the beta version. The entire printer was modeled within the software, streamlining the iteration process.In addition to the machine itself, the UK-based startup used Autodesk Fusion to prototype metal components manufactured separately through an unspecified 3D printing method. Post-processing with CNC machining ensured these components met strict tolerances and maintained precise alignment between the printers moving axes, a critical factor in multi-axis systems where minor misalignments can significantly impact print accuracy.For motion control, the engineering startup is utilizing Duet3Ds ecosystem for motion control, enabling high-precision part production with closed-loop integration. Duet3Ds control boards, combined with RepRap firmware, provide flexibility in machine configuration, making it one of the few setups suitable for a 5-axis FFF printer.Integrating a single-board computer with the control board allows for the development of additional plugins, further expanding the platforms capabilities, highlighted Andrew Everitt, Co-Founder of Generative Machine.Fusion 360s sheet metal tools were used to design the electronics enclosure, ensuring a precise and functional housing for internal components. Custom printed circuit boards (PCBs) were also explored using Fusion Electronics, allowing Generative Machine to optimize the systems electrical architecture for a 5-axis platform.Expanding access to this technology, Generative Machine aims to make advanced 3D printing techniques more widely available to desktop users.Metal 3D printed parts post-processed using CNC machining. Image via Autodesk.Developments in 5-axis 3D printers Generative Machines 5-axis 3D printer joins the lineup of existing systems in the market. Last year, Austrian AM startup VENOX launched the V-REX, a 5-axis composite 3D printer designed for industrial and R&D applications. Having been developed since 2022 with support from Austria Wirtschaftsservice (aws) through the PreSeed DeepTech grant, the printer features a continuous fiber print head for aligning materials like carbon fibers along their natural direction, enhancing part strength.Its automatic tool changer supports up to six different print heads, enabling multi-material printing. With a print volume of 600 x 400 x 400 mm and extrusion temperatures reaching 500C, the V-REX accommodates a wide range of thermoplastics and composite materials. VENOX specializes in high-strength, multi-material 3D printing, integrating sensors, conductors, and hybrid manufacturing techniques in a single build.In 2020, Polish 3D printer manufacturer VERASHAPEs VSHAPER division introduced the VSHAPER 5AX, a 5-axis FDM 3D printer with machining capabilities aimed at engineering applications. Developed to overcome the limitations of conventional layer-by-layer printing, the system features a spinning and tilting build platform that enables multi-directional filament deposition, reinforcing part strength across multiple axes and reducing the need for support structures.The 5AX supports up to six interchangeable tool heads, including options for multi-material printing, milling, drilling, and burnishing. Originally announced in 2017, the system was developed with support from the Polish National Research and Development Center and underwent an open innovation program in 2018 to refine its design based on industry feedback.What3D printing trendsshould you watch out for in 2025?How is thefuture of 3D printingshaping up?To stay up to date with the latest 3D printing news, dont forget to subscribe to the 3D Printing Industry newsletter or follow us on Twitter, or like our page on Facebook.While youre here, why not subscribe to our Youtube channel? Featuring discussion, debriefs, video shorts, and webinar replays.Featured image shows Generative Machines 5-axis FFF 3D printers beta version. Photo via Autodesk.
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  • Olyn secures Beatles biopic for its Shopify for filmmakers
    techcrunch.com
    The recent Brian Epstein biopic Midas Man, a film about the manager of The Beatles, debuted not on a platform like Netflix or Amazon, but on a startup that bills itself as Shopify for filmmakers. So what, you might ask? The answer is that the new platform, Olyn, claims to offer a new model for film and video distribution that leans on the power of social referrals to spread la carte streaming content. Although any size of production from Hollywood blockbuster downwards can use the platform, the company claims it could be a game changer for the independent film industry, which tends to struggle against the marketing budgets of the bigger movies distributed on mainstream streaming platforms. California-based Olyn founded by Ana Maria Jipa, Jeremias Buireo, Kiran Thomas, and Malcolm Wood allows filmmakers to retain up to 90% of their revenue while giving audiences access to a streaming experience. Instead of films being sold to platforms like Netflix, the model hinges on the marketing budget of the filmmakers themselves, combined with influencers, film critics, and content creators acting as distribution partners by embedding purchase links within their content, blogs, and social channels.This peer-to-peer approach does away with the platform as a middleman and turns movie distribution into more of an e-commerce-style engagement.Jipa, Olyns CEO and co-founder, told TechCrunch that the company provides filmmakers with the equivalent of a full-blown streaming platform. We provide all the tech that implies: from DRM, 4K streaming, casting, a full landing page that presents the film in the same way that it might appear on Netflix or Apple TV, plus all the other tools such as geo-targeting, analytics, and audience data. They promote their movie with PR, journalists, bloggers, film critics, etc, she said, adding that a recommendation from someone you trust carries far more weight than a suggestion by an algorithm on a streaming platform.Olyn also gives filmmakers analytics on viewership, such as which country the movie is doing well in, as well as minutes watched, and a database of users that have watched the movies. Filmmakers can spend years making a film but dont ever get to meet or own their audience at all. So we see this as a very powerful tool. It becomes an audience that you can directly address for your next movies and then grow from there, said Jipa.The question is, can Olyn compete with the convenience and scale of major streamers? While its model offers much higher revenue shares for filmmakers, it also means all the weight is placed on the shoulders of production teams to drive marketing and partnerships.Perry Trevers, a producer at Studio POW, which used Olyn to distribute Midas Man, sees the platform as a helpful step in the right direction. Olyn has enabled us to think beyond traditional platforms, letting us become our own streaming service [] Its about empowering filmmakers to market and distribute films in a way that mirrors the direct-to-consumer success of e-commerce [] Its a chance to retain control over our work and redefine how movies reach their viewers, he said in a statement.One of the most pressing issues in the film industry is piracy. Many users turn to illegal sources simply because a movie is unavailable in their country. Jipa argues that Olyns global reach can help combat this issue, because if someone can pay for a movie and watch it instantly, theyre much more likely to do so.Olyns foray into film streaming came about partly when entrepreneur and filmmaker Wood joined as a co-founder of the platform, which initially launched as a way to catalog physical assets. Wood launched his own film, The Last Glaciers, on the platform.The Olyn team.Independent filmmakers have already taken the financial risk to produce their movies themselves. Studio POW is self-financed. They created the Midas Man movie. They have the freedom to be able to sell those rights to whoever they want. They did a deal in the U.K. market with Amazon, but they felt that it was more profitable to go direct to their audience in the U.S. market using Olyn as a tool, he said.Wood feels Olyn can be best thought of as Shopify for filmmakers with a referral link. He noted the average film on Amazon in the U.K. gets only around 2,000 views per year. So theres a bunch of films that are getting millions of views, but the majority of films fall below the 2,000 view mark, he added.Major streaming services typically offer a lump-sum licensing deal, meaning filmmakers receive a one-time payment regardless of how many times their film is watched. Olyn flips this model on its head by allowing filmmakers to monetize directly based on viewership.With Olyn, a filmmaker can still sell their rights to the U.S. market and use that to pre-fund the film, but then also capitalize on going direct-to-consumer in, say, Asia, said Wood.But could the platform be used by the adult film industry to distribute pornography?Jipa acknowledged the challenge: Right now, this is not the tone we want to set, and it would be easy to attract that category, she said. At the beginning, we are setting the tone by ensuring that the films featured on Olyn are high quality.But in the long term, we aim to create a space where filmmakers, not the platform, decide what gets distributed, she added. We dont want to act as gatekeepers. Our vision is to allow filmmakers to have full control over what they distribute, eventually moving to a full SaaS model.Olyn has so far raised only a small amount of funding a total of $2.8 million in a combination of $1.8 million from U.S. VC firm Hard Yaka and a number of angel investors.
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  • UK Charts: Civilization VII Starts Strong, Switch Version Outsells PC And Xbox
    www.nintendolife.com
    Can't quite topple EA Sports FC 25, though.This week in the UK, Sid Meier's Civilization VII makes its debut and starts off strong at number 2, beating the likes of Kingdom Come: Deliverance II and Mario Kart 8 Deluxe, but not quite able to topple the might of EA Sports FC 25.Still, can't complain, and the Switch version in particular has done pretty well, outselling PC and Xbox to claim 27% of the overall platform split. Granted, PC is barely operational in retail spaces these days, and Xbox... well, neither is Xbox, to be honest. We'll take the win, though.Read the full article on nintendolife.com
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  • Expect To See The Switch Logo Pop Up In Future Xbox Showcases
    www.nintendolife.com
    Image: Nintendo LifeXbox games going multiplatform is old news by this point, but according to Phil Spencer, the company is looking to up its transparency during Developer Direct showcases when it comes to specifying where its games are launching.Those paying attention during last month's Xbox dev direct may have noticed launch platforms cropping up at the end of each trailer not that there was all that much on the Switch front, but PS5 was specifically mentioned for Ninja Gaiden 4, for example and Xbox is going to adopt this as a common practice going forward.At least, that's what Spencer revealed on a recent episode of the XboxEra podcast, where the green machine boss pledged to be "honest and transparent about where the games are showing", be that on Xbox, PlayStation or, yes, Nintendo Switch."I just want to be transparent with people," Spencer said of other platform logos appearing in future Xbox game trailers, "for shipping on Nintendo Switch, were gonna put that. For shipping on PlayStation, on SteamPeople should know the storefronts where they can get our games". This is all part of letting people "experience our Xbox community in our games and everything we have to offer, on every screen we can", Spencer continued.Naturally, the Xbox boss was quick to clarify that "not every screen is equal" and that some versions of these games may differ based on what the platform can/can't do, but ol' Phil is still keen to put the games (and their launch platforms) front and centre.Apparently, team Xbox had planned to get the ball rolling on this logo transparency back in the June 2024 Developer Direct, but, Spencer says, "we couldnt get all of the assets done and it felt weird to have some of them in and some of them out".You can find Spencer's full answer below in the following segment from the XboxEra podcast (starting at 08:17):Subscribe to Nintendo Life on YouTube796kIt has been a little over a year since Xbox announced its plans to move select games multiplatform, and we Switch players have since seen Grounded and Pentiment come to the Nintendo hybrid, with the now Microsoft-owned Call of Duty primed for the future. The Switch logo has been absent from Xbox's dev directs so far, but keep an eye out for the Switch 2 icon in future showcases. Phil Spencer: "We love the work that we do with Nintendo"But it's reportedly too early to make a call on HaloForza Horizon 5 was just announced for the PS5Are you pleased to see more Xbox titles heading to Switch? Is this transparency the way forward? Let us know in the comments.[source youtu.be]Share:00 Jim came to Nintendo Life in 2022 and, despite his insistence that The Minish Cap is the best Zelda game and his unwavering love for the Star Wars prequels (yes, really), he has continued to write news and features on the site ever since. Hold on there, you need to login to post a comment...Related ArticlesMetroid Prime First 4 Figures 'Samus Phazon Suit' Sneak Peek, Pre-Orders Open SoonUpdate: Here's a teaser of the light-up collector's editionSonic Racing: CrossWorlds Adds Characters From "SEGA Universes"Update: IGN has an exclusive preview upLunar Remastered Collection Physical Release Will Not Be Up For Pre-Order (North America)You'll have to wait until releaseRumour: Kirby: Planet Robobot Will Indeed Come To Switch, It's ClaimedAnother stopgap?Cult N64 Platformer 'Glover' Finally Gets Switch Release DateAnd it's very soon
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  • Phil Spencer says he wants to "just allow more people to play" Xbox games, though the "70% that we make on games on other platforms is helpful" too
    www.vg247.com
    This Is An XboxPhil Spencer says he wants to "just allow more people to play" Xbox games, though the "70% that we make on games on other platforms is helpful" tooSpencer isn't interested in trying to move players "all over to Xbox anymore." News by Oisin Kuhnke Contributor Published on Feb. 17, 2025 As more and more Xbox games make their way to other platforms, Xbox head Phil Spencer once again makes it clear that he's happy to let you play their games anywhere.By this point, I don't really think I need to explain to you that the future of Xbox is a multiplatform one. I don't think that necessarily means the end of the brand as a console manufacturer just yet, particularly considering Microsoft does seem to be working on a handheld of some sort. But, speaking in an interview with the XboxEra podcast, Xbox head Phil Spencer was asked about some comments he made during an FTC hearing in 2023. At the time he claimed that any game made by an Xbox-owned studio that released on PlayStation, the 30% cut Sony made was then used to secure other third-party titles, preventing them from coming to Xbox.Watch on YouTubeOf course, Xbox has steadily been releasing its games on other platforms for almost a year now, most recently Forza Horizon 5 on PS5, so Spencer was asked about if he's more focused on the 70% he gets from releasing games on PlayStation, as opposed to losing out on that 30%. "Its maybe not what I was going to say on stand at the time but yeah, I would love to make all of the money for all the games that we ship right now," Spencer explained. "Obviously we make more on our own platform, its one of the reasons that investing in our own platform is important.To see this content please enable targeting cookies. "But there are people whether its their libraries are on PlayStation or Nintendo, whether its that they like the controller better, they just like the games that are there and I dont want to then look at that and say well, theres no way that we should be able to build a business there, find fans of our franchises there."Spencer also quite plainly said that he's not trying to move players "all over to Xbox anymore. Were all so invested in where our games are, lets just allow more people to play. And yes, the 70% that we make on games on other platforms is helpful to us being able to build great portfolios, like we showed at Developer Direct, and I hope this will continue to show through the rest of the year."It's a pretty frank discussion of where Xbox is at, and its strategy going forward, though again, we could kind of all tell that this is a business decision. Right now the big question is whether those rumours about flagship titles like Halo: The Master Chief Collection coming to the Switch 2 have any truth to them, but considering Microsoft's no red line approach, anything's possible.
    0 Commentaires ·0 Parts ·28 Vue
  • Helldivers 2's Illuminate should probably apologise to the bugs, as players very much seem to be taking that nice planet getting ripped apart by a black hole personally
    www.vg247.com
    SES Number 23Helldivers 2's Illuminate should probably apologise to the bugs, as players very much seem to be taking that nice planet getting ripped apart by a black hole personallyWith a bit of help from the bugdivers' well-established ruthless Terminid bloodlust, Super Earth looks to have gone full Michael Jordan on the latest MO.Image credit: Arrowhead/2K News by Mark Warren Senior Staff Writer Published on Feb. 17, 2025 Last week, Helldivers 2's Meridia black hole destroyed an entire planet. Angel's Venture went kaboom. It was a true tragedy. Though, there may be silver lining, judging by the fact the main objective of the order that's followed right after it has been breezed through with over a day to spare, pending any last minute twists in the tale."Angel's Venture will live on in the terrible Vengeance we will claim henceforth against all foes of Freedom," read the fresh MO Arrowhead deployed on Saturday, "For now, it is the Terminids who volunteer to be the receivers of our wrath.To see this content please enable targeting cookies. "The Center of Science Fenrir III is of vital importance to stopping the Meridian Singularity. The Ministry of Sciences top astrophysicists are gathered there, researching both the Singularity itself and the Dark Energy that somehow powers its movement. All Helldivers are ordered to defend Fenrir III."So, how's that very two-birds-with-one-stone kind of mission been going? Well, badly for the bugs, and therefore the Illuminate by extension given it'll result in key Dark Energy research. As of writing, Fenrir III is already under full Super Earth control with just over a day left to run in the order. That means it's taken about a day to go from 0% liberated to 100%, with a lot of players now having moved on to battling for another planet, Erata Prime, while waiting to see if a Terminid counter attack materialises. It's hardly the first time the divers have proven incredibly effective against the bugs - hello, maths - but it's still an impressive showing of what the community can do when it comes together. FENIR III DEFENDED. GOOD RIDDANCE. byu/__________godlol inHelldiversTo see this content please enable targeting cookies."Say what you want about bugdivers, but when it's their time for a major order they get s**t done," one player wrote in a Reddit thread that pretty aptly sums up the situation, and features a fair few poor folks lamenting the fact they didn't even get a chance to hop in and contribute because the planet fell so quickly.Here's hoping that this momentum from the crying MJs of Super Earth ruthlessly delivering flu game-worthy performances to avenge the many citizens who died when Angel's Venture went kaput can keep on going, given Meridia's big purple black hole that's is now firmly moving on a trajectory towards Super Earth.This is serious too - if it doesn't work, there won't even be a home planet left for the remaining divers to pursue a baseball career on for a bit, while they wait for the chance to fight back.
    0 Commentaires ·0 Parts ·28 Vue
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