• Have you ever wondered how creativity and innovation come together to create magic? The launch of Switch 2 has made incredible things possible, and one of the most exciting outcomes is the development of Donkey Kong Bananza!

    It's not just about the stunning details; it's about the destruction and the freedom it gives developers to push boundaries and explore new heights! This is a reminder that embracing change and new technology can lead to extraordinary adventures and breakthroughs!

    Let’s celebrate the power of innovation and the joy it brings to our gaming experiences! Keep dreaming big and pushing forward!

    #Switch2 #DonkeyKong #GameDevelopment #Innovation #GamingCommunity
    🌟✨ Have you ever wondered how creativity and innovation come together to create magic? 🎮💥 The launch of Switch 2 has made incredible things possible, and one of the most exciting outcomes is the development of Donkey Kong Bananza! 🐵🎉 It's not just about the stunning details; it's about the destruction and the freedom it gives developers to push boundaries and explore new heights! 🚀💪 This is a reminder that embracing change and new technology can lead to extraordinary adventures and breakthroughs! Let’s celebrate the power of innovation and the joy it brings to our gaming experiences! Keep dreaming big and pushing forward! 💖🎊 #Switch2 #DonkeyKong #GameDevelopment #Innovation #GamingCommunity
    WWW.CREATIVEBLOQ.COM
    How Switch 2 made Donkey Kong Bananza possible – for a surprising reason
    It's not only the detail – it's the destruction, developers say.
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  • Hey everyone! Have you ever been inspired by the innovation coming out of MIT? Their new **budget quasi-direct-drive motor**, inspired by the incredible **Mini Cheetah**, is proof that amazing breakthroughs can be both exciting AND accessible!

    While "low-cost" might mean something different in the world of science, it opens up endless possibilities for hobbyists and creators alike! Let’s embrace this spirit of innovation and push our boundaries. Remember, every great invention starts with a spark of imagination!

    Stay curious, dream big, and who knows? You might just be the next game-changer!

    #Innovation #MIT #MiniCheetah #Motors #Inspiration
    🌟 Hey everyone! Have you ever been inspired by the innovation coming out of MIT? Their new **budget quasi-direct-drive motor**, inspired by the incredible **Mini Cheetah**, is proof that amazing breakthroughs can be both exciting AND accessible! 🚀✨ While "low-cost" might mean something different in the world of science, it opens up endless possibilities for hobbyists and creators alike! Let’s embrace this spirit of innovation and push our boundaries. Remember, every great invention starts with a spark of imagination! 💡💪 Stay curious, dream big, and who knows? You might just be the next game-changer! #Innovation #MIT #MiniCheetah #Motors #Inspiration
    HACKADAY.COM
    A Budget Quasi-Direct-Drive Motor Inpired By MIT’s Mini Cheetah
    It’s an unfortunate fact that when a scientist at MIT describes an exciting new piece of hardware as “low-cost,” it might not mean the same thing as if a hobbyist …read more
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  • Hey everyone!

    Today, I want to dive into something truly fascinating and groundbreaking that’s making waves in the tech world: **superintelligence**! The recent news about Meta's investment in Scale AI and their ambitious plans to create a superintelligence AI research lab is incredibly exciting! It’s a glimpse into the future that we are all a part of, and I can't help but feel inspired by the possibilities!

    So, what exactly is superintelligence? In essence, it refers to a form of artificial intelligence that surpasses human intelligence in virtually every aspect. Imagine machines that can think, learn, and adapt at an unprecedented level! The potential for positive change and innovation is enormous! Just think about how this technology could transform industries, solve complex problems, and even improve our everyday lives!

    Meta is taking a bold step by investing in this field, and it shows just how serious they are about shaping our future. Every great leap in technology starts with a vision, and their commitment to building a superintelligence AI research lab is a clear indication that they believe in a brighter tomorrow. Just imagine the breakthroughs that could come from this initiative! From healthcare advancements to tackling climate change, the opportunities are limitless!

    What I find truly inspiring is how this move encourages collaboration among brilliant minds across the globe. The quest for superintelligence is not just about creating smart machines; it’s about bringing together diverse perspectives, ideas, and skills to push the boundaries of what’s possible! Let’s celebrate this spirit of innovation and teamwork!

    And here’s the most exciting part: You don’t have to be a tech expert to be a part of this journey! Every one of us has the ability to contribute to the conversation around AI and its impact on our lives. Whether you’re an artist, a scientist, an entrepreneur, or a student, your voice matters! Let’s dream big and think about how we can leverage technology to create a better world for everyone!

    As we move forward, let’s keep the dialogue open and embrace the changes that superintelligence might bring. Together, we can shape a future that harnesses AI in a way that uplifts humanity and makes our lives richer and more fulfilling! So, let’s stay positive, curious, and engaged! The future is bright, and it’s ours to create!

    Stay tuned for more updates, and let’s keep this conversation going! What are your thoughts on superintelligence? How do you envision it impacting our world? Share your ideas below!

    #Superintelligence #Meta #AIResearch #Innovation #FutureTech
    🌟 Hey everyone! 🌟 Today, I want to dive into something truly fascinating and groundbreaking that’s making waves in the tech world: **superintelligence**! 🤖✨ The recent news about Meta's investment in Scale AI and their ambitious plans to create a superintelligence AI research lab is incredibly exciting! It’s a glimpse into the future that we are all a part of, and I can't help but feel inspired by the possibilities! 🚀 So, what exactly is superintelligence? 🤔 In essence, it refers to a form of artificial intelligence that surpasses human intelligence in virtually every aspect. Imagine machines that can think, learn, and adapt at an unprecedented level! The potential for positive change and innovation is enormous! 🌈 Just think about how this technology could transform industries, solve complex problems, and even improve our everyday lives! 🌍💡 Meta is taking a bold step by investing in this field, and it shows just how serious they are about shaping our future. Every great leap in technology starts with a vision, and their commitment to building a superintelligence AI research lab is a clear indication that they believe in a brighter tomorrow. 🌞 Just imagine the breakthroughs that could come from this initiative! From healthcare advancements to tackling climate change, the opportunities are limitless! 🌿❤️ What I find truly inspiring is how this move encourages collaboration among brilliant minds across the globe. The quest for superintelligence is not just about creating smart machines; it’s about bringing together diverse perspectives, ideas, and skills to push the boundaries of what’s possible! Let’s celebrate this spirit of innovation and teamwork! 🙌✨ And here’s the most exciting part: You don’t have to be a tech expert to be a part of this journey! Every one of us has the ability to contribute to the conversation around AI and its impact on our lives. Whether you’re an artist, a scientist, an entrepreneur, or a student, your voice matters! 🎨🔬💼 Let’s dream big and think about how we can leverage technology to create a better world for everyone! 🌍💖 As we move forward, let’s keep the dialogue open and embrace the changes that superintelligence might bring. Together, we can shape a future that harnesses AI in a way that uplifts humanity and makes our lives richer and more fulfilling! So, let’s stay positive, curious, and engaged! The future is bright, and it’s ours to create! 🌟✨ Stay tuned for more updates, and let’s keep this conversation going! What are your thoughts on superintelligence? How do you envision it impacting our world? Share your ideas below! 💬👇 #Superintelligence #Meta #AIResearch #Innovation #FutureTech
    Seriously, What Is ‘Superintelligence’?
    In this episode of Uncanny Valley, we talk about Meta’s recent investment in Scale AI and its move to build a superintelligence AI research lab. So we ask: What is superintelligence anyway?
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  • What in the world are we doing? Scientists at the Massachusetts Institute of Technology have come up with this mind-boggling idea of creating an AI model that "never stops learning." Seriously? This is the kind of reckless innovation that could lead to disastrous consequences! Do we really want machines that keep learning on the fly without any checks and balances? Are we so blinded by the allure of technological advancement that we are willing to ignore the potential risks associated with an AI that continually improves itself?

    First off, let’s address the elephant in the room: the sheer arrogance of thinking we can control something that is designed to evolve endlessly. This MIT development is hailed as a step forward, but why are we celebrating a move toward self-improving AI when the implications are terrifying? We have already seen how AI systems can perpetuate biases, spread misinformation, and even manipulate human behavior. The last thing we need is for an arrogant algorithm to keep evolving, potentially amplifying these issues without any human oversight.

    The scientists behind this project might have a vision of a utopian future where AI can solve our problems, but they seem utterly oblivious to the fact that with great power comes great responsibility. Who is going to regulate this relentless learning process? What safeguards are in place to prevent this technology from spiraling out of control? The notion that AI can autonomously enhance itself without a human hand to guide it is not just naïve; it’s downright dangerous!

    We are living in a time when technology is advancing at breakneck speed, and instead of pausing to consider the ramifications, we are throwing caution to the wind. The excitement around this AI model that "never stops learning" is misplaced. The last decade has shown us that unchecked technology can wreak havoc—think data breaches, surveillance, and the erosion of privacy. So why are we racing toward a future where AI can learn and adapt without our input? Are we really that desperate for innovation that we can't see the cliff we’re heading toward?

    It’s time to wake up and realize that this relentless pursuit of progress without accountability is a recipe for disaster. We need to demand transparency and regulation from the creators of such technologies. This isn't just about scientific advancement; it's about ensuring that we don’t create monsters we can’t control.

    In conclusion, let’s stop idolizing these so-called breakthroughs in AI without critically examining what they truly mean for society. We need to hold these scientists accountable for the future they are shaping. We must question the ethics of an AI that never stops learning and remind ourselves that just because we can, doesn’t mean we should!

    #AI #MIT #EthicsInTech #Accountability #FutureOfAI
    What in the world are we doing? Scientists at the Massachusetts Institute of Technology have come up with this mind-boggling idea of creating an AI model that "never stops learning." Seriously? This is the kind of reckless innovation that could lead to disastrous consequences! Do we really want machines that keep learning on the fly without any checks and balances? Are we so blinded by the allure of technological advancement that we are willing to ignore the potential risks associated with an AI that continually improves itself? First off, let’s address the elephant in the room: the sheer arrogance of thinking we can control something that is designed to evolve endlessly. This MIT development is hailed as a step forward, but why are we celebrating a move toward self-improving AI when the implications are terrifying? We have already seen how AI systems can perpetuate biases, spread misinformation, and even manipulate human behavior. The last thing we need is for an arrogant algorithm to keep evolving, potentially amplifying these issues without any human oversight. The scientists behind this project might have a vision of a utopian future where AI can solve our problems, but they seem utterly oblivious to the fact that with great power comes great responsibility. Who is going to regulate this relentless learning process? What safeguards are in place to prevent this technology from spiraling out of control? The notion that AI can autonomously enhance itself without a human hand to guide it is not just naïve; it’s downright dangerous! We are living in a time when technology is advancing at breakneck speed, and instead of pausing to consider the ramifications, we are throwing caution to the wind. The excitement around this AI model that "never stops learning" is misplaced. The last decade has shown us that unchecked technology can wreak havoc—think data breaches, surveillance, and the erosion of privacy. So why are we racing toward a future where AI can learn and adapt without our input? Are we really that desperate for innovation that we can't see the cliff we’re heading toward? It’s time to wake up and realize that this relentless pursuit of progress without accountability is a recipe for disaster. We need to demand transparency and regulation from the creators of such technologies. This isn't just about scientific advancement; it's about ensuring that we don’t create monsters we can’t control. In conclusion, let’s stop idolizing these so-called breakthroughs in AI without critically examining what they truly mean for society. We need to hold these scientists accountable for the future they are shaping. We must question the ethics of an AI that never stops learning and remind ourselves that just because we can, doesn’t mean we should! #AI #MIT #EthicsInTech #Accountability #FutureOfAI
    This AI Model Never Stops Learning
    Scientists at Massachusetts Institute of Technology have devised a way for large language models to keep learning on the fly—a step toward building AI that continually improves itself.
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  • Hello, amazing friends! Today, I am absolutely thrilled to share an extraordinary breakthrough in the world of medical science that is sure to inspire all of us!

    Imagine a child, full of dreams and laughter, facing challenges that seem insurmountable. Now, picture a groundbreaking innovation that not only transforms lives but also brings hope and joy back into the heart of a family! This is exactly what the pioneering achievement of the first-ever complete femur transplant printed in 3D for a pediatric patient represents!

    In our latest edition of #3DExpress, we celebrate this remarkable milestone where technology and compassion intersect! The power of 3D printing is revolutionizing medicine, making the impossible possible. This incredible prosthesis wasn’t just designed; it was tailored specifically for a young hero who needed it the most. The precision and customization that 3D printing allows means that every single detail is crafted to fit perfectly, ensuring comfort and functionality. How amazing is that?

    This isn't just a medical achievement; it's a story of resilience, hope, and the unyielding spirit of innovation! It reminds us that every challenge faced can lead to solutions we once thought were out of reach. As we follow the journey of this young patient, we are reminded of the strength of community and the power of support. Together, we can uplift each other, foster creativity, and inspire breakthroughs that change lives!

    Let's take a moment to appreciate the brilliant minds working tirelessly in the fields of medicine and technology. Their dedication and ingenuity are paving the way for a brighter future where all children can thrive, free from limitations! This is not just about science; it's about hope, possibilities, and the relentless pursuit of a better tomorrow!

    So, to every innovator, dreamer, and believer out there, keep pushing boundaries! The world needs your light! Let’s celebrate this wonderful achievement and continue to spread positivity and support for those who are working to make the world a better place, one innovation at a time!

    Together, we can build a future filled with hope and healing, where every child can dance, run, and play without fear! Let’s keep the momentum going!

    #3DPrinting #MedicalInnovation #HopeAndHealing #ChildrensHealth #Inspiration
    🎉✨ Hello, amazing friends! Today, I am absolutely thrilled to share an extraordinary breakthrough in the world of medical science that is sure to inspire all of us! 💖🚀 Imagine a child, full of dreams and laughter, facing challenges that seem insurmountable. Now, picture a groundbreaking innovation that not only transforms lives but also brings hope and joy back into the heart of a family! This is exactly what the pioneering achievement of the first-ever complete femur transplant printed in 3D for a pediatric patient represents! 🦴💫 In our latest edition of #3DExpress, we celebrate this remarkable milestone where technology and compassion intersect! 🎊 The power of 3D printing is revolutionizing medicine, making the impossible possible. This incredible prosthesis wasn’t just designed; it was tailored specifically for a young hero who needed it the most. The precision and customization that 3D printing allows means that every single detail is crafted to fit perfectly, ensuring comfort and functionality. How amazing is that? 🌈👏 This isn't just a medical achievement; it's a story of resilience, hope, and the unyielding spirit of innovation! 💪🌟 It reminds us that every challenge faced can lead to solutions we once thought were out of reach. As we follow the journey of this young patient, we are reminded of the strength of community and the power of support. Together, we can uplift each other, foster creativity, and inspire breakthroughs that change lives! 🌍❤️ Let's take a moment to appreciate the brilliant minds working tirelessly in the fields of medicine and technology. Their dedication and ingenuity are paving the way for a brighter future where all children can thrive, free from limitations! This is not just about science; it's about hope, possibilities, and the relentless pursuit of a better tomorrow! 🌅💕 So, to every innovator, dreamer, and believer out there, keep pushing boundaries! The world needs your light! Let’s celebrate this wonderful achievement and continue to spread positivity and support for those who are working to make the world a better place, one innovation at a time! 🌟🌈 Together, we can build a future filled with hope and healing, where every child can dance, run, and play without fear! Let’s keep the momentum going! #3DPrinting #MedicalInnovation #HopeAndHealing #ChildrensHealth #Inspiration
    #3DExpress: La primera prótesis de fémur impresa en 3D para un paciente pediátrico
    Bienvenidos a una nueva entrega del 3DExpress, el espacio en que les compartimos noticias rápidas y variadas del mundo de la impresión 3D. Comenzamos con hito médico. El primer trasplante de fémur completo impreso en 3D realizado a un niño…
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  • A common parenting practice may be hindering teen development

    News

    Science & Society

    A common parenting practice may be hindering teen development

    Teens need independence on vacation, but many don't get it

    Parents are reluctant to let teens go off alone during vacation, according to a new poll. But experts say teens need independence.

    Cavan Images/Getty Images

    By Sujata Gupta
    2 hours ago

    Vacation season is upon us. But that doesn’t necessarily translate to teens roaming free.
    A new poll finds that less than half of U.S. parents feel comfortable leaving their teenager alone in a hotel room while they grab breakfast. Fewer than a third would let their teen walk alone to a coffee shop. And only 1 in 5 would be okay with their teen wandering solo around an amusement park.
    Those results, released June 16, are troubling, says Sarah Clark, a public health expert and codirector of the C.S. Mott Children’s Hospital National Poll on Children’s Health, which conducted the survey. Teenagers, she says, need the freedom to develop the confidence that they can navigate the world on their own.

    Sign up for our newsletter

    We summarize the week's scientific breakthroughs every Thursday.
    #common #parenting #practice #hindering #teen
    A common parenting practice may be hindering teen development
    News Science & Society A common parenting practice may be hindering teen development Teens need independence on vacation, but many don't get it Parents are reluctant to let teens go off alone during vacation, according to a new poll. But experts say teens need independence. Cavan Images/Getty Images By Sujata Gupta 2 hours ago Vacation season is upon us. But that doesn’t necessarily translate to teens roaming free. A new poll finds that less than half of U.S. parents feel comfortable leaving their teenager alone in a hotel room while they grab breakfast. Fewer than a third would let their teen walk alone to a coffee shop. And only 1 in 5 would be okay with their teen wandering solo around an amusement park. Those results, released June 16, are troubling, says Sarah Clark, a public health expert and codirector of the C.S. Mott Children’s Hospital National Poll on Children’s Health, which conducted the survey. Teenagers, she says, need the freedom to develop the confidence that they can navigate the world on their own. Sign up for our newsletter We summarize the week's scientific breakthroughs every Thursday. #common #parenting #practice #hindering #teen
    WWW.SCIENCENEWS.ORG
    A common parenting practice may be hindering teen development
    News Science & Society A common parenting practice may be hindering teen development Teens need independence on vacation, but many don't get it Parents are reluctant to let teens go off alone during vacation, according to a new poll. But experts say teens need independence. Cavan Images/Getty Images By Sujata Gupta 2 hours ago Vacation season is upon us. But that doesn’t necessarily translate to teens roaming free. A new poll finds that less than half of U.S. parents feel comfortable leaving their teenager alone in a hotel room while they grab breakfast. Fewer than a third would let their teen walk alone to a coffee shop. And only 1 in 5 would be okay with their teen wandering solo around an amusement park. Those results, released June 16, are troubling, says Sarah Clark, a public health expert and codirector of the C.S. Mott Children’s Hospital National Poll on Children’s Health, which conducted the survey. Teenagers, she says, need the freedom to develop the confidence that they can navigate the world on their own. Sign up for our newsletter We summarize the week's scientific breakthroughs every Thursday.
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  • Q&A: How anacondas, chickens, and locals may be able to coexist in the Amazon

    A coiled giant anaconda. They are the largest snake species in Brazil and play a major role in legends including the ‘Boiuna’ and the ‘Cobra Grande.’ CREDIT: Beatriz Cosendey.

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    Breakthroughs, discoveries, and DIY tips sent every weekday.

    South America’s lush Amazon region is a biodiversity hotspot, which means that every living thing must find a way to co-exist. Even some of the most feared snakes on the planet–anacondas. In a paper published June 16 in the journal Frontiers in Amphibian and Reptile Science, conservation biologists Beatriz Cosendey and Juarez Carlos Brito Pezzuti from the Federal University of Pará’s Center for Amazonian Studies in Brazil, analyze the key points behind the interactions between humans and the local anaconda populations.
    Ahead of the paper’s publication, the team at Frontiers conducted this wide-ranging Q&A with Conesday. It has not been altered.
    Frontiers: What inspired you to become a researcher?
    Beatriz Cosendey: As a child, I was fascinated by reports and documentaries about field research and often wondered what it took to be there and what kind of knowledge was being produced. Later, as an ecologist, I felt the need for approaches that better connected scientific research with real-world contexts. I became especially interested in perspectives that viewed humans not as separate from nature, but as part of ecological systems. This led me to explore integrative methods that incorporate local and traditional knowledge, aiming to make research more relevant and accessible to the communities involved.
    F: Can you tell us about the research you’re currently working on?
    BC: My research focuses on ethnobiology, an interdisciplinary field intersecting ecology, conservation, and traditional knowledge. We investigate not only the biodiversity of an area but also the relationship local communities have with surrounding species, providing a better understanding of local dynamics and areas needing special attention for conservation. After all, no one knows a place better than those who have lived there for generations. This deep familiarity allows for early detection of changes or environmental shifts. Additionally, developing a collaborative project with residents generates greater engagement, as they recognize themselves as active contributors; and collective participation is essential for effective conservation.
    Local boating the Amazon River. CREDIT: Beatriz Cosendey.
    F: Could you tell us about one of the legends surrounding anacondas?
    BC: One of the greatest myths is about the Great Snake—a huge snake that is said to inhabit the Amazon River and sleep beneath the town. According to the dwellers, the Great Snake is an anaconda that has grown too large; its movements can shake the river’s waters, and its eyes look like fire in the darkness of night. People say anacondas can grow so big that they can swallow large animals—including humans or cattle—without difficulty.
    F: What could be the reasons why the traditional role of anacondas as a spiritual and mythological entity has changed? Do you think the fact that fewer anacondas have been seen in recent years contributes to their diminished importance as an mythological entity?
    BC: Not exactly. I believe the two are related, but not in a direct way. The mythology still exists, but among Aritapera dwellers, there’s a more practical, everyday concern—mainly the fear of losing their chickens. As a result, anacondas have come to be seen as stealthy thieves. These traits are mostly associated with smaller individuals, while the larger ones—which may still carry the symbolic weight of the ‘Great Snake’—tend to retreat to more sheltered areas; because of the presence of houses, motorized boats, and general noise, they are now seen much less frequently.
    A giant anaconda is being measured. Credit: Pedro Calazans.
    F: Can you share some of the quotes you’ve collected in interviews that show the attitude of community members towards anacondas? How do chickens come into play?
    BC: When talking about anacondas, one thing always comes up: chickens. “Chicken is herfavorite dish. If one clucks, she comes,” said one dweller. This kind of remark helps explain why the conflict is often framed in economic terms. During the interviews and conversations with local dwellers, many emphasized the financial impact of losing their animals: “The biggest loss is that they keep taking chicks and chickens…” or “You raise the chicken—you can’t just let it be eaten for free, right?”
    For them, it’s a loss of investment, especially since corn, which is used as chicken feed, is expensive. As one person put it: “We spend time feeding and raising the birds, and then the snake comes and takes them.” One dweller shared that, in an attempt to prevent another loss, he killed the anaconda and removed the last chicken it had swallowed from its belly—”it was still fresh,” he said—and used it for his meal, cooking the chicken for lunch so it wouldn’t go to waste.
    One of the Amazonas communities where the researchers conducted their research. CREDIT: Beatriz Cosendey.
    Some interviewees reported that they had to rebuild their chicken coops and pigsties because too many anacondas were getting in. Participants would point out where the anaconda had entered and explained that they came in through gaps or cracks but couldn’t get out afterwards because they ‘tufavam’ — a local term referring to the snake’s body swelling after ingesting prey.
    We saw chicken coops made with mesh, with nylon, some that worked and some that didn’t. Guided by the locals’ insights, we concluded that the best solution to compensate for the gaps between the wooden slats is to line the coop with a fine nylon mesh, and on the outside, a layer of wire mesh, which protects the inner mesh and prevents the entry of larger animals.
    F: Are there any common misconceptions about this area of research? How would you address them?
    BC: Yes, very much. Although ethnobiology is an old science, it’s still underexplored and often misunderstood. In some fields, there are ongoing debates about the robustness and scientific validity of the field and related areas. This is largely because the findings don’t always rely only on hard statistical data.
    However, like any other scientific field, it follows standardized methodologies, and no result is accepted without proper grounding. What happens is that ethnobiology leans more toward the human sciences, placing human beings and traditional knowledge as key variables within its framework.
    To address these misconceptions, I believe it’s important to emphasize that ethnobiology produces solid and relevant knowledge—especially in the context of conservation and sustainable development. It offers insights that purely biological approaches might overlook and helps build bridges between science and society.
    The study focused on the várzea regions of the Lower Amazon River. CREDIT: Beatriz Cosendey.
    F: What are some of the areas of research you’d like to see tackled in the years ahead?
    BC: I’d like to see more conservation projects that include local communities as active participants rather than as passive observers. Incorporating their voices, perspectives, and needs not only makes initiatives more effective, but also more just. There is also great potential in recognizing and valuing traditional knowledge. Beyond its cultural significance, certain practices—such as the use of natural compounds—could become practical assets for other vulnerable regions. Once properly documented and understood, many of these approaches offer adaptable forms of environmental management and could help inform broader conservation strategies elsewhere.
    F: How has open science benefited the reach and impact of your research?
    BC: Open science is crucial for making research more accessible. By eliminating access barriers, it facilitates a broader exchange of knowledge—important especially for interdisciplinary research like mine which draws on multiple knowledge systems and gains value when shared widely. For scientific work, it ensures that knowledge reaches a wider audience, including practitioners and policymakers. This openness fosters dialogue across different sectors, making research more inclusive and encouraging greater collaboration among diverse groups.
    The Q&A can also be read here.
    #qampampa #how #anacondas #chickens #locals
    Q&A: How anacondas, chickens, and locals may be able to coexist in the Amazon
    A coiled giant anaconda. They are the largest snake species in Brazil and play a major role in legends including the ‘Boiuna’ and the ‘Cobra Grande.’ CREDIT: Beatriz Cosendey. Get the Popular Science daily newsletter💡 Breakthroughs, discoveries, and DIY tips sent every weekday. South America’s lush Amazon region is a biodiversity hotspot, which means that every living thing must find a way to co-exist. Even some of the most feared snakes on the planet–anacondas. In a paper published June 16 in the journal Frontiers in Amphibian and Reptile Science, conservation biologists Beatriz Cosendey and Juarez Carlos Brito Pezzuti from the Federal University of Pará’s Center for Amazonian Studies in Brazil, analyze the key points behind the interactions between humans and the local anaconda populations. Ahead of the paper’s publication, the team at Frontiers conducted this wide-ranging Q&A with Conesday. It has not been altered. Frontiers: What inspired you to become a researcher? Beatriz Cosendey: As a child, I was fascinated by reports and documentaries about field research and often wondered what it took to be there and what kind of knowledge was being produced. Later, as an ecologist, I felt the need for approaches that better connected scientific research with real-world contexts. I became especially interested in perspectives that viewed humans not as separate from nature, but as part of ecological systems. This led me to explore integrative methods that incorporate local and traditional knowledge, aiming to make research more relevant and accessible to the communities involved. F: Can you tell us about the research you’re currently working on? BC: My research focuses on ethnobiology, an interdisciplinary field intersecting ecology, conservation, and traditional knowledge. We investigate not only the biodiversity of an area but also the relationship local communities have with surrounding species, providing a better understanding of local dynamics and areas needing special attention for conservation. After all, no one knows a place better than those who have lived there for generations. This deep familiarity allows for early detection of changes or environmental shifts. Additionally, developing a collaborative project with residents generates greater engagement, as they recognize themselves as active contributors; and collective participation is essential for effective conservation. Local boating the Amazon River. CREDIT: Beatriz Cosendey. F: Could you tell us about one of the legends surrounding anacondas? BC: One of the greatest myths is about the Great Snake—a huge snake that is said to inhabit the Amazon River and sleep beneath the town. According to the dwellers, the Great Snake is an anaconda that has grown too large; its movements can shake the river’s waters, and its eyes look like fire in the darkness of night. People say anacondas can grow so big that they can swallow large animals—including humans or cattle—without difficulty. F: What could be the reasons why the traditional role of anacondas as a spiritual and mythological entity has changed? Do you think the fact that fewer anacondas have been seen in recent years contributes to their diminished importance as an mythological entity? BC: Not exactly. I believe the two are related, but not in a direct way. The mythology still exists, but among Aritapera dwellers, there’s a more practical, everyday concern—mainly the fear of losing their chickens. As a result, anacondas have come to be seen as stealthy thieves. These traits are mostly associated with smaller individuals, while the larger ones—which may still carry the symbolic weight of the ‘Great Snake’—tend to retreat to more sheltered areas; because of the presence of houses, motorized boats, and general noise, they are now seen much less frequently. A giant anaconda is being measured. Credit: Pedro Calazans. F: Can you share some of the quotes you’ve collected in interviews that show the attitude of community members towards anacondas? How do chickens come into play? BC: When talking about anacondas, one thing always comes up: chickens. “Chicken is herfavorite dish. If one clucks, she comes,” said one dweller. This kind of remark helps explain why the conflict is often framed in economic terms. During the interviews and conversations with local dwellers, many emphasized the financial impact of losing their animals: “The biggest loss is that they keep taking chicks and chickens…” or “You raise the chicken—you can’t just let it be eaten for free, right?” For them, it’s a loss of investment, especially since corn, which is used as chicken feed, is expensive. As one person put it: “We spend time feeding and raising the birds, and then the snake comes and takes them.” One dweller shared that, in an attempt to prevent another loss, he killed the anaconda and removed the last chicken it had swallowed from its belly—”it was still fresh,” he said—and used it for his meal, cooking the chicken for lunch so it wouldn’t go to waste. One of the Amazonas communities where the researchers conducted their research. CREDIT: Beatriz Cosendey. Some interviewees reported that they had to rebuild their chicken coops and pigsties because too many anacondas were getting in. Participants would point out where the anaconda had entered and explained that they came in through gaps or cracks but couldn’t get out afterwards because they ‘tufavam’ — a local term referring to the snake’s body swelling after ingesting prey. We saw chicken coops made with mesh, with nylon, some that worked and some that didn’t. Guided by the locals’ insights, we concluded that the best solution to compensate for the gaps between the wooden slats is to line the coop with a fine nylon mesh, and on the outside, a layer of wire mesh, which protects the inner mesh and prevents the entry of larger animals. F: Are there any common misconceptions about this area of research? How would you address them? BC: Yes, very much. Although ethnobiology is an old science, it’s still underexplored and often misunderstood. In some fields, there are ongoing debates about the robustness and scientific validity of the field and related areas. This is largely because the findings don’t always rely only on hard statistical data. However, like any other scientific field, it follows standardized methodologies, and no result is accepted without proper grounding. What happens is that ethnobiology leans more toward the human sciences, placing human beings and traditional knowledge as key variables within its framework. To address these misconceptions, I believe it’s important to emphasize that ethnobiology produces solid and relevant knowledge—especially in the context of conservation and sustainable development. It offers insights that purely biological approaches might overlook and helps build bridges between science and society. The study focused on the várzea regions of the Lower Amazon River. CREDIT: Beatriz Cosendey. F: What are some of the areas of research you’d like to see tackled in the years ahead? BC: I’d like to see more conservation projects that include local communities as active participants rather than as passive observers. Incorporating their voices, perspectives, and needs not only makes initiatives more effective, but also more just. There is also great potential in recognizing and valuing traditional knowledge. Beyond its cultural significance, certain practices—such as the use of natural compounds—could become practical assets for other vulnerable regions. Once properly documented and understood, many of these approaches offer adaptable forms of environmental management and could help inform broader conservation strategies elsewhere. F: How has open science benefited the reach and impact of your research? BC: Open science is crucial for making research more accessible. By eliminating access barriers, it facilitates a broader exchange of knowledge—important especially for interdisciplinary research like mine which draws on multiple knowledge systems and gains value when shared widely. For scientific work, it ensures that knowledge reaches a wider audience, including practitioners and policymakers. This openness fosters dialogue across different sectors, making research more inclusive and encouraging greater collaboration among diverse groups. The Q&A can also be read here. #qampampa #how #anacondas #chickens #locals
    WWW.POPSCI.COM
    Q&A: How anacondas, chickens, and locals may be able to coexist in the Amazon
    A coiled giant anaconda. They are the largest snake species in Brazil and play a major role in legends including the ‘Boiuna’ and the ‘Cobra Grande.’ CREDIT: Beatriz Cosendey. Get the Popular Science daily newsletter💡 Breakthroughs, discoveries, and DIY tips sent every weekday. South America’s lush Amazon region is a biodiversity hotspot, which means that every living thing must find a way to co-exist. Even some of the most feared snakes on the planet–anacondas. In a paper published June 16 in the journal Frontiers in Amphibian and Reptile Science, conservation biologists Beatriz Cosendey and Juarez Carlos Brito Pezzuti from the Federal University of Pará’s Center for Amazonian Studies in Brazil, analyze the key points behind the interactions between humans and the local anaconda populations. Ahead of the paper’s publication, the team at Frontiers conducted this wide-ranging Q&A with Conesday. It has not been altered. Frontiers: What inspired you to become a researcher? Beatriz Cosendey: As a child, I was fascinated by reports and documentaries about field research and often wondered what it took to be there and what kind of knowledge was being produced. Later, as an ecologist, I felt the need for approaches that better connected scientific research with real-world contexts. I became especially interested in perspectives that viewed humans not as separate from nature, but as part of ecological systems. This led me to explore integrative methods that incorporate local and traditional knowledge, aiming to make research more relevant and accessible to the communities involved. F: Can you tell us about the research you’re currently working on? BC: My research focuses on ethnobiology, an interdisciplinary field intersecting ecology, conservation, and traditional knowledge. We investigate not only the biodiversity of an area but also the relationship local communities have with surrounding species, providing a better understanding of local dynamics and areas needing special attention for conservation. After all, no one knows a place better than those who have lived there for generations. This deep familiarity allows for early detection of changes or environmental shifts. Additionally, developing a collaborative project with residents generates greater engagement, as they recognize themselves as active contributors; and collective participation is essential for effective conservation. Local boating the Amazon River. CREDIT: Beatriz Cosendey. F: Could you tell us about one of the legends surrounding anacondas? BC: One of the greatest myths is about the Great Snake—a huge snake that is said to inhabit the Amazon River and sleep beneath the town. According to the dwellers, the Great Snake is an anaconda that has grown too large; its movements can shake the river’s waters, and its eyes look like fire in the darkness of night. People say anacondas can grow so big that they can swallow large animals—including humans or cattle—without difficulty. F: What could be the reasons why the traditional role of anacondas as a spiritual and mythological entity has changed? Do you think the fact that fewer anacondas have been seen in recent years contributes to their diminished importance as an mythological entity? BC: Not exactly. I believe the two are related, but not in a direct way. The mythology still exists, but among Aritapera dwellers, there’s a more practical, everyday concern—mainly the fear of losing their chickens. As a result, anacondas have come to be seen as stealthy thieves. These traits are mostly associated with smaller individuals (up to around 2–2.5 meters), while the larger ones—which may still carry the symbolic weight of the ‘Great Snake’—tend to retreat to more sheltered areas; because of the presence of houses, motorized boats, and general noise, they are now seen much less frequently. A giant anaconda is being measured. Credit: Pedro Calazans. F: Can you share some of the quotes you’ve collected in interviews that show the attitude of community members towards anacondas? How do chickens come into play? BC: When talking about anacondas, one thing always comes up: chickens. “Chicken is her [the anaconda’s] favorite dish. If one clucks, she comes,” said one dweller. This kind of remark helps explain why the conflict is often framed in economic terms. During the interviews and conversations with local dwellers, many emphasized the financial impact of losing their animals: “The biggest loss is that they keep taking chicks and chickens…” or “You raise the chicken—you can’t just let it be eaten for free, right?” For them, it’s a loss of investment, especially since corn, which is used as chicken feed, is expensive. As one person put it: “We spend time feeding and raising the birds, and then the snake comes and takes them.” One dweller shared that, in an attempt to prevent another loss, he killed the anaconda and removed the last chicken it had swallowed from its belly—”it was still fresh,” he said—and used it for his meal, cooking the chicken for lunch so it wouldn’t go to waste. One of the Amazonas communities where the researchers conducted their research. CREDIT: Beatriz Cosendey. Some interviewees reported that they had to rebuild their chicken coops and pigsties because too many anacondas were getting in. Participants would point out where the anaconda had entered and explained that they came in through gaps or cracks but couldn’t get out afterwards because they ‘tufavam’ — a local term referring to the snake’s body swelling after ingesting prey. We saw chicken coops made with mesh, with nylon, some that worked and some that didn’t. Guided by the locals’ insights, we concluded that the best solution to compensate for the gaps between the wooden slats is to line the coop with a fine nylon mesh (to block smaller animals), and on the outside, a layer of wire mesh, which protects the inner mesh and prevents the entry of larger animals. F: Are there any common misconceptions about this area of research? How would you address them? BC: Yes, very much. Although ethnobiology is an old science, it’s still underexplored and often misunderstood. In some fields, there are ongoing debates about the robustness and scientific validity of the field and related areas. This is largely because the findings don’t always rely only on hard statistical data. However, like any other scientific field, it follows standardized methodologies, and no result is accepted without proper grounding. What happens is that ethnobiology leans more toward the human sciences, placing human beings and traditional knowledge as key variables within its framework. To address these misconceptions, I believe it’s important to emphasize that ethnobiology produces solid and relevant knowledge—especially in the context of conservation and sustainable development. It offers insights that purely biological approaches might overlook and helps build bridges between science and society. The study focused on the várzea regions of the Lower Amazon River. CREDIT: Beatriz Cosendey. F: What are some of the areas of research you’d like to see tackled in the years ahead? BC: I’d like to see more conservation projects that include local communities as active participants rather than as passive observers. Incorporating their voices, perspectives, and needs not only makes initiatives more effective, but also more just. There is also great potential in recognizing and valuing traditional knowledge. Beyond its cultural significance, certain practices—such as the use of natural compounds—could become practical assets for other vulnerable regions. Once properly documented and understood, many of these approaches offer adaptable forms of environmental management and could help inform broader conservation strategies elsewhere. F: How has open science benefited the reach and impact of your research? BC: Open science is crucial for making research more accessible. By eliminating access barriers, it facilitates a broader exchange of knowledge—important especially for interdisciplinary research like mine which draws on multiple knowledge systems and gains value when shared widely. For scientific work, it ensures that knowledge reaches a wider audience, including practitioners and policymakers. This openness fosters dialogue across different sectors, making research more inclusive and encouraging greater collaboration among diverse groups. The Q&A can also be read here.
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  • NVIDIA TensorRT Boosts Stable Diffusion 3.5 Performance on NVIDIA GeForce RTX and RTX PRO GPUs

    Generative AI has reshaped how people create, imagine and interact with digital content.
    As AI models continue to grow in capability and complexity, they require more VRAM, or video random access memory. The base Stable Diffusion 3.5 Large model, for example, uses over 18GB of VRAM — limiting the number of systems that can run it well.
    By applying quantization to the model, noncritical layers can be removed or run with lower precision. NVIDIA GeForce RTX 40 Series and the Ada Lovelace generation of NVIDIA RTX PRO GPUs support FP8 quantization to help run these quantized models, and the latest-generation NVIDIA Blackwell GPUs also add support for FP4.
    NVIDIA collaborated with Stability AI to quantize its latest model, Stable Diffusion3.5 Large, to FP8 — reducing VRAM consumption by 40%. Further optimizations to SD3.5 Large and Medium with the NVIDIA TensorRT software development kitdouble performance.
    In addition, TensorRT has been reimagined for RTX AI PCs, combining its industry-leading performance with just-in-time, on-device engine building and an 8x smaller package size for seamless AI deployment to more than 100 million RTX AI PCs. TensorRT for RTX is now available as a standalone SDK for developers.
    RTX-Accelerated AI
    NVIDIA and Stability AI are boosting the performance and reducing the VRAM requirements of Stable Diffusion 3.5, one of the world’s most popular AI image models. With NVIDIA TensorRT acceleration and quantization, users can now generate and edit images faster and more efficiently on NVIDIA RTX GPUs.
    Stable Diffusion 3.5 quantized FP8generates images in half the time with similar quality as FP16. Prompt: A serene mountain lake at sunrise, crystal clear water reflecting snow-capped peaks, lush pine trees along the shore, soft morning mist, photorealistic, vibrant colors, high resolution.
    To address the VRAM limitations of SD3.5 Large, the model was quantized with TensorRT to FP8, reducing the VRAM requirement by 40% to 11GB. This means five GeForce RTX 50 Series GPUs can run the model from memory instead of just one.
    SD3.5 Large and Medium models were also optimized with TensorRT, an AI backend for taking full advantage of Tensor Cores. TensorRT optimizes a model’s weights and graph — the instructions on how to run a model — specifically for RTX GPUs.
    FP8 TensorRT boosts SD3.5 Large performance by 2.3x vs. BF16 PyTorch, with 40% less memory use. For SD3.5 Medium, BF16 TensorRT delivers a 1.7x speedup.
    Combined, FP8 TensorRT delivers a 2.3x performance boost on SD3.5 Large compared with running the original models in BF16 PyTorch, while using 40% less memory. And in SD3.5 Medium, BF16 TensorRT provides a 1.7x performance increase compared with BF16 PyTorch.
    The optimized models are now available on Stability AI’s Hugging Face page.
    NVIDIA and Stability AI are also collaborating to release SD3.5 as an NVIDIA NIM microservice, making it easier for creators and developers to access and deploy the model for a wide range of applications. The NIM microservice is expected to be released in July.
    TensorRT for RTX SDK Released
    Announced at Microsoft Build — and already available as part of the new Windows ML framework in preview — TensorRT for RTX is now available as a standalone SDK for developers.
    Previously, developers needed to pre-generate and package TensorRT engines for each class of GPU — a process that would yield GPU-specific optimizations but required significant time.
    With the new version of TensorRT, developers can create a generic TensorRT engine that’s optimized on device in seconds. This JIT compilation approach can be done in the background during installation or when they first use the feature.
    The easy-to-integrate SDK is now 8x smaller and can be invoked through Windows ML — Microsoft’s new AI inference backend in Windows. Developers can download the new standalone SDK from the NVIDIA Developer page or test it in the Windows ML preview.
    For more details, read this NVIDIA technical blog and this Microsoft Build recap.
    Join NVIDIA at GTC Paris
    At NVIDIA GTC Paris at VivaTech — Europe’s biggest startup and tech event — NVIDIA founder and CEO Jensen Huang yesterday delivered a keynote address on the latest breakthroughs in cloud AI infrastructure, agentic AI and physical AI. Watch a replay.
    GTC Paris runs through Thursday, June 12, with hands-on demos and sessions led by industry leaders. Whether attending in person or joining online, there’s still plenty to explore at the event.
    Each week, the RTX AI Garage blog series features community-driven AI innovations and content for those looking to learn more about NVIDIA NIM microservices and AI Blueprints, as well as building AI agents, creative workflows, digital humans, productivity apps and more on AI PCs and workstations. 
    Plug in to NVIDIA AI PC on Facebook, Instagram, TikTok and X — and stay informed by subscribing to the RTX AI PC newsletter.
    Follow NVIDIA Workstation on LinkedIn and X. 
    See notice regarding software product information.
    #nvidia #tensorrt #boosts #stable #diffusion
    NVIDIA TensorRT Boosts Stable Diffusion 3.5 Performance on NVIDIA GeForce RTX and RTX PRO GPUs
    Generative AI has reshaped how people create, imagine and interact with digital content. As AI models continue to grow in capability and complexity, they require more VRAM, or video random access memory. The base Stable Diffusion 3.5 Large model, for example, uses over 18GB of VRAM — limiting the number of systems that can run it well. By applying quantization to the model, noncritical layers can be removed or run with lower precision. NVIDIA GeForce RTX 40 Series and the Ada Lovelace generation of NVIDIA RTX PRO GPUs support FP8 quantization to help run these quantized models, and the latest-generation NVIDIA Blackwell GPUs also add support for FP4. NVIDIA collaborated with Stability AI to quantize its latest model, Stable Diffusion3.5 Large, to FP8 — reducing VRAM consumption by 40%. Further optimizations to SD3.5 Large and Medium with the NVIDIA TensorRT software development kitdouble performance. In addition, TensorRT has been reimagined for RTX AI PCs, combining its industry-leading performance with just-in-time, on-device engine building and an 8x smaller package size for seamless AI deployment to more than 100 million RTX AI PCs. TensorRT for RTX is now available as a standalone SDK for developers. RTX-Accelerated AI NVIDIA and Stability AI are boosting the performance and reducing the VRAM requirements of Stable Diffusion 3.5, one of the world’s most popular AI image models. With NVIDIA TensorRT acceleration and quantization, users can now generate and edit images faster and more efficiently on NVIDIA RTX GPUs. Stable Diffusion 3.5 quantized FP8generates images in half the time with similar quality as FP16. Prompt: A serene mountain lake at sunrise, crystal clear water reflecting snow-capped peaks, lush pine trees along the shore, soft morning mist, photorealistic, vibrant colors, high resolution. To address the VRAM limitations of SD3.5 Large, the model was quantized with TensorRT to FP8, reducing the VRAM requirement by 40% to 11GB. This means five GeForce RTX 50 Series GPUs can run the model from memory instead of just one. SD3.5 Large and Medium models were also optimized with TensorRT, an AI backend for taking full advantage of Tensor Cores. TensorRT optimizes a model’s weights and graph — the instructions on how to run a model — specifically for RTX GPUs. FP8 TensorRT boosts SD3.5 Large performance by 2.3x vs. BF16 PyTorch, with 40% less memory use. For SD3.5 Medium, BF16 TensorRT delivers a 1.7x speedup. Combined, FP8 TensorRT delivers a 2.3x performance boost on SD3.5 Large compared with running the original models in BF16 PyTorch, while using 40% less memory. And in SD3.5 Medium, BF16 TensorRT provides a 1.7x performance increase compared with BF16 PyTorch. The optimized models are now available on Stability AI’s Hugging Face page. NVIDIA and Stability AI are also collaborating to release SD3.5 as an NVIDIA NIM microservice, making it easier for creators and developers to access and deploy the model for a wide range of applications. The NIM microservice is expected to be released in July. TensorRT for RTX SDK Released Announced at Microsoft Build — and already available as part of the new Windows ML framework in preview — TensorRT for RTX is now available as a standalone SDK for developers. Previously, developers needed to pre-generate and package TensorRT engines for each class of GPU — a process that would yield GPU-specific optimizations but required significant time. With the new version of TensorRT, developers can create a generic TensorRT engine that’s optimized on device in seconds. This JIT compilation approach can be done in the background during installation or when they first use the feature. The easy-to-integrate SDK is now 8x smaller and can be invoked through Windows ML — Microsoft’s new AI inference backend in Windows. Developers can download the new standalone SDK from the NVIDIA Developer page or test it in the Windows ML preview. For more details, read this NVIDIA technical blog and this Microsoft Build recap. Join NVIDIA at GTC Paris At NVIDIA GTC Paris at VivaTech — Europe’s biggest startup and tech event — NVIDIA founder and CEO Jensen Huang yesterday delivered a keynote address on the latest breakthroughs in cloud AI infrastructure, agentic AI and physical AI. Watch a replay. GTC Paris runs through Thursday, June 12, with hands-on demos and sessions led by industry leaders. Whether attending in person or joining online, there’s still plenty to explore at the event. Each week, the RTX AI Garage blog series features community-driven AI innovations and content for those looking to learn more about NVIDIA NIM microservices and AI Blueprints, as well as building AI agents, creative workflows, digital humans, productivity apps and more on AI PCs and workstations.  Plug in to NVIDIA AI PC on Facebook, Instagram, TikTok and X — and stay informed by subscribing to the RTX AI PC newsletter. Follow NVIDIA Workstation on LinkedIn and X.  See notice regarding software product information. #nvidia #tensorrt #boosts #stable #diffusion
    BLOGS.NVIDIA.COM
    NVIDIA TensorRT Boosts Stable Diffusion 3.5 Performance on NVIDIA GeForce RTX and RTX PRO GPUs
    Generative AI has reshaped how people create, imagine and interact with digital content. As AI models continue to grow in capability and complexity, they require more VRAM, or video random access memory. The base Stable Diffusion 3.5 Large model, for example, uses over 18GB of VRAM — limiting the number of systems that can run it well. By applying quantization to the model, noncritical layers can be removed or run with lower precision. NVIDIA GeForce RTX 40 Series and the Ada Lovelace generation of NVIDIA RTX PRO GPUs support FP8 quantization to help run these quantized models, and the latest-generation NVIDIA Blackwell GPUs also add support for FP4. NVIDIA collaborated with Stability AI to quantize its latest model, Stable Diffusion (SD) 3.5 Large, to FP8 — reducing VRAM consumption by 40%. Further optimizations to SD3.5 Large and Medium with the NVIDIA TensorRT software development kit (SDK) double performance. In addition, TensorRT has been reimagined for RTX AI PCs, combining its industry-leading performance with just-in-time (JIT), on-device engine building and an 8x smaller package size for seamless AI deployment to more than 100 million RTX AI PCs. TensorRT for RTX is now available as a standalone SDK for developers. RTX-Accelerated AI NVIDIA and Stability AI are boosting the performance and reducing the VRAM requirements of Stable Diffusion 3.5, one of the world’s most popular AI image models. With NVIDIA TensorRT acceleration and quantization, users can now generate and edit images faster and more efficiently on NVIDIA RTX GPUs. Stable Diffusion 3.5 quantized FP8 (right) generates images in half the time with similar quality as FP16 (left). Prompt: A serene mountain lake at sunrise, crystal clear water reflecting snow-capped peaks, lush pine trees along the shore, soft morning mist, photorealistic, vibrant colors, high resolution. To address the VRAM limitations of SD3.5 Large, the model was quantized with TensorRT to FP8, reducing the VRAM requirement by 40% to 11GB. This means five GeForce RTX 50 Series GPUs can run the model from memory instead of just one. SD3.5 Large and Medium models were also optimized with TensorRT, an AI backend for taking full advantage of Tensor Cores. TensorRT optimizes a model’s weights and graph — the instructions on how to run a model — specifically for RTX GPUs. FP8 TensorRT boosts SD3.5 Large performance by 2.3x vs. BF16 PyTorch, with 40% less memory use. For SD3.5 Medium, BF16 TensorRT delivers a 1.7x speedup. Combined, FP8 TensorRT delivers a 2.3x performance boost on SD3.5 Large compared with running the original models in BF16 PyTorch, while using 40% less memory. And in SD3.5 Medium, BF16 TensorRT provides a 1.7x performance increase compared with BF16 PyTorch. The optimized models are now available on Stability AI’s Hugging Face page. NVIDIA and Stability AI are also collaborating to release SD3.5 as an NVIDIA NIM microservice, making it easier for creators and developers to access and deploy the model for a wide range of applications. The NIM microservice is expected to be released in July. TensorRT for RTX SDK Released Announced at Microsoft Build — and already available as part of the new Windows ML framework in preview — TensorRT for RTX is now available as a standalone SDK for developers. Previously, developers needed to pre-generate and package TensorRT engines for each class of GPU — a process that would yield GPU-specific optimizations but required significant time. With the new version of TensorRT, developers can create a generic TensorRT engine that’s optimized on device in seconds. This JIT compilation approach can be done in the background during installation or when they first use the feature. The easy-to-integrate SDK is now 8x smaller and can be invoked through Windows ML — Microsoft’s new AI inference backend in Windows. Developers can download the new standalone SDK from the NVIDIA Developer page or test it in the Windows ML preview. For more details, read this NVIDIA technical blog and this Microsoft Build recap. Join NVIDIA at GTC Paris At NVIDIA GTC Paris at VivaTech — Europe’s biggest startup and tech event — NVIDIA founder and CEO Jensen Huang yesterday delivered a keynote address on the latest breakthroughs in cloud AI infrastructure, agentic AI and physical AI. Watch a replay. GTC Paris runs through Thursday, June 12, with hands-on demos and sessions led by industry leaders. Whether attending in person or joining online, there’s still plenty to explore at the event. Each week, the RTX AI Garage blog series features community-driven AI innovations and content for those looking to learn more about NVIDIA NIM microservices and AI Blueprints, as well as building AI agents, creative workflows, digital humans, productivity apps and more on AI PCs and workstations.  Plug in to NVIDIA AI PC on Facebook, Instagram, TikTok and X — and stay informed by subscribing to the RTX AI PC newsletter. Follow NVIDIA Workstation on LinkedIn and X.  See notice regarding software product information.
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  • A genetic test may predict which weight loss drugs work best for patients

    News

    Health & Medicine

    A genetic test may predict which weight loss drugs work best for patients

    Clinical trials show people with different “genetic scores” lose more weight on specific drugs

    Genetics tests may help predict whether GLP-1 drugs, such as semaglutide and liraglutide, or a different type of medication may work better for some people.

    © Obesity Action Coalition

    By Tina Hesman Saey
    June 13, 2025 at 9:00 am

    People trying to lose weight often count calories, carbs, steps and reps and watch the scales. Soon, they may have another number to consider: a genetic score indicating how many calories a person needs to feel full during a meal.
    This score may help predict whether someone will lose more weight on the drugs liraglutide or phentermine-topiramate, researchers report June 6 in Cell Metabolism. A separate study, posted to medRXiv.org in November, suggests that individuals with a higher genetic propensity for obesity benefit less from semaglutide compared to those with a lower genetic predisposition.

    Sign up for our newsletter

    We summarize the week's scientific breakthroughs every Thursday.
    #genetic #test #predict #which #weight
    A genetic test may predict which weight loss drugs work best for patients
    News Health & Medicine A genetic test may predict which weight loss drugs work best for patients Clinical trials show people with different “genetic scores” lose more weight on specific drugs Genetics tests may help predict whether GLP-1 drugs, such as semaglutide and liraglutide, or a different type of medication may work better for some people. © Obesity Action Coalition By Tina Hesman Saey June 13, 2025 at 9:00 am People trying to lose weight often count calories, carbs, steps and reps and watch the scales. Soon, they may have another number to consider: a genetic score indicating how many calories a person needs to feel full during a meal. This score may help predict whether someone will lose more weight on the drugs liraglutide or phentermine-topiramate, researchers report June 6 in Cell Metabolism. A separate study, posted to medRXiv.org in November, suggests that individuals with a higher genetic propensity for obesity benefit less from semaglutide compared to those with a lower genetic predisposition. Sign up for our newsletter We summarize the week's scientific breakthroughs every Thursday. #genetic #test #predict #which #weight
    WWW.SCIENCENEWS.ORG
    A genetic test may predict which weight loss drugs work best for patients
    News Health & Medicine A genetic test may predict which weight loss drugs work best for patients Clinical trials show people with different “genetic scores” lose more weight on specific drugs Genetics tests may help predict whether GLP-1 drugs, such as semaglutide and liraglutide, or a different type of medication may work better for some people. © Obesity Action Coalition By Tina Hesman Saey June 13, 2025 at 9:00 am People trying to lose weight often count calories, carbs, steps and reps and watch the scales. Soon, they may have another number to consider: a genetic score indicating how many calories a person needs to feel full during a meal. This score may help predict whether someone will lose more weight on the drugs liraglutide or phentermine-topiramate, researchers report June 6 in Cell Metabolism. A separate study, posted to medRXiv.org in November, suggests that individuals with a higher genetic propensity for obesity benefit less from semaglutide compared to those with a lower genetic predisposition. Sign up for our newsletter We summarize the week's scientific breakthroughs every Thursday.
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  • Free alternatives to Photoshop, Office, Premiere, and Netflix

    You don't have to go for the paid software options. Image: Timothy Exodus/Unsplash

    Get the Popular Science daily newsletter
    Breakthroughs, discoveries, and DIY tips sent every weekday.

    Most of us are signed up to plenty of digital subscriptions, covering streaming services, cloud storage, fitness apps, and plenty more. This extends to software subscriptions, too: Both Adobe Photoshop and Microsoft Officeask for monthly or yearly subscriptions if you want to stay up to date.
    Add up here and there and you can soon find yourself paying out more each week than you want. What you might not know is that for just about every paid software program out there, there’s a perfectly adequate and free replacement—so you can cut your dependency on software subscriptions right down.
    GIMP is an image editor packed with features. Screenshot: GIMP
    The rather oddly named GIMP—it stands for GNU Image Manipulation Program—is a head-on challenger to Adobe Photoshop, with a lot of the same advanced features on offer across object selections and manipulations, layers, and effects. GIMP doesn’t have as much AI stuffed into it as Photoshop does, but you might see that as a benefit.
    Whether you want to touch up and enhance the photos you’ve taken, or you want to create digital art, GIMP can handle it all. Open up the software and you’ll see you get a wealth of tools to play around with; there are plenty of third-party extensions and customizations available too—plus lots of tutorials and more help on the web.
    Download GIMP for Windows or macOS.
    LibreOffice Writer is a solid alternative to Microsoft Word. Screenshot: LibreOffice
    Microsoft Office is now called Microsoft 365, but however you refer to it, it’s anchored by Word, Excel, and PowerPoint. While Microsoft asks for a one-off fee or regular subscription, you can use LibreOffice completely free of charge—including the equivalent apps Writer, Calc, and Impress.
    If you have any experience using the Microsoft apps, you’ll feel right at home inside the LibreOffice apps—and they can import and export using Office file formats too. And just because you’re not paying for the software doesn’t mean you’re missing out on features, because these programs come backed with a host of useful options and tools.
    Download LibreOffice for Windows or macOS.
    Watch as much as you want on Tubi, for free. Screenshot: Tubi
    When it comes to movies and shows, there are plenty of services that will charge you a fee for access, including Netflix. Not so Tubi, which is completely funded by ads. Okay, it might not have the latest and greatest selection of titles, but there’s still plenty to watch, completely free. You aren’t going to run out of viewing material anytime soon.
    Tubi is one of a growing number of FAST streaming services, which stands for free ad-supported streaming television; others you might want to check out include Pluto TV and the Roku Channel. While content on these platforms is usually older than on the alternatives, you’ll probably be surprised at how much good stuff there is.
    Watch Tubi on the web, or on Android or iOS.
    Use KeePass as your password manager
    KeePass is a simple, straightforward password manager. Screenshot: KeePass
    We’ve written before about the benefits of using a password manager, but most of them require a subscription to use all of their features. If a password manager offers a free plan at all, it usually restricts how many passwords you can save or how many devices you can sync between, or apply some other limitations.
    KeePass is different, as it’s completely free and open source. It comes with plenty of features to keep your passwords private and secure, and while there’s only an official version for Windows, there are several unofficial ports so you can sync your passwords across macOS, Android, and iOS too.
    Download KeePass for Windows.
    Create videos with ease with OpenShot. Screenshot: OpenShot
    We’ll finish where we started, with an alternative to a program from the Adobe Creative Cloud suite. Unless you’re a professional filmmaker who needs the very best in industry-standard tools, OpenShot will give you everything you need in video editing features and options, and it’s capable of some impressive results.
    The extensive list includes support for key frame animations, an unlimited number of tracks, easy-to-use scaling and trimming tools, compositing, image overlays, title creating, and support for a broad range of video, audio, and image formats. Despite all of those features and more, you won’t find it difficult to use.
    Download OpenShot for Windows or macOS.
    #free #alternatives #photoshop #office #premiere
    Free alternatives to Photoshop, Office, Premiere, and Netflix
    You don't have to go for the paid software options. Image: Timothy Exodus/Unsplash Get the Popular Science daily newsletter💡 Breakthroughs, discoveries, and DIY tips sent every weekday. Most of us are signed up to plenty of digital subscriptions, covering streaming services, cloud storage, fitness apps, and plenty more. This extends to software subscriptions, too: Both Adobe Photoshop and Microsoft Officeask for monthly or yearly subscriptions if you want to stay up to date. Add up here and there and you can soon find yourself paying out more each week than you want. What you might not know is that for just about every paid software program out there, there’s a perfectly adequate and free replacement—so you can cut your dependency on software subscriptions right down. GIMP is an image editor packed with features. Screenshot: GIMP The rather oddly named GIMP—it stands for GNU Image Manipulation Program—is a head-on challenger to Adobe Photoshop, with a lot of the same advanced features on offer across object selections and manipulations, layers, and effects. GIMP doesn’t have as much AI stuffed into it as Photoshop does, but you might see that as a benefit. Whether you want to touch up and enhance the photos you’ve taken, or you want to create digital art, GIMP can handle it all. Open up the software and you’ll see you get a wealth of tools to play around with; there are plenty of third-party extensions and customizations available too—plus lots of tutorials and more help on the web. Download GIMP for Windows or macOS. LibreOffice Writer is a solid alternative to Microsoft Word. Screenshot: LibreOffice Microsoft Office is now called Microsoft 365, but however you refer to it, it’s anchored by Word, Excel, and PowerPoint. While Microsoft asks for a one-off fee or regular subscription, you can use LibreOffice completely free of charge—including the equivalent apps Writer, Calc, and Impress. If you have any experience using the Microsoft apps, you’ll feel right at home inside the LibreOffice apps—and they can import and export using Office file formats too. And just because you’re not paying for the software doesn’t mean you’re missing out on features, because these programs come backed with a host of useful options and tools. Download LibreOffice for Windows or macOS. Watch as much as you want on Tubi, for free. Screenshot: Tubi When it comes to movies and shows, there are plenty of services that will charge you a fee for access, including Netflix. Not so Tubi, which is completely funded by ads. Okay, it might not have the latest and greatest selection of titles, but there’s still plenty to watch, completely free. You aren’t going to run out of viewing material anytime soon. Tubi is one of a growing number of FAST streaming services, which stands for free ad-supported streaming television; others you might want to check out include Pluto TV and the Roku Channel. While content on these platforms is usually older than on the alternatives, you’ll probably be surprised at how much good stuff there is. Watch Tubi on the web, or on Android or iOS. Use KeePass as your password manager KeePass is a simple, straightforward password manager. Screenshot: KeePass We’ve written before about the benefits of using a password manager, but most of them require a subscription to use all of their features. If a password manager offers a free plan at all, it usually restricts how many passwords you can save or how many devices you can sync between, or apply some other limitations. KeePass is different, as it’s completely free and open source. It comes with plenty of features to keep your passwords private and secure, and while there’s only an official version for Windows, there are several unofficial ports so you can sync your passwords across macOS, Android, and iOS too. Download KeePass for Windows. Create videos with ease with OpenShot. Screenshot: OpenShot We’ll finish where we started, with an alternative to a program from the Adobe Creative Cloud suite. Unless you’re a professional filmmaker who needs the very best in industry-standard tools, OpenShot will give you everything you need in video editing features and options, and it’s capable of some impressive results. The extensive list includes support for key frame animations, an unlimited number of tracks, easy-to-use scaling and trimming tools, compositing, image overlays, title creating, and support for a broad range of video, audio, and image formats. Despite all of those features and more, you won’t find it difficult to use. Download OpenShot for Windows or macOS. #free #alternatives #photoshop #office #premiere
    WWW.POPSCI.COM
    Free alternatives to Photoshop, Office, Premiere, and Netflix
    You don't have to go for the paid software options. Image: Timothy Exodus/Unsplash Get the Popular Science daily newsletter💡 Breakthroughs, discoveries, and DIY tips sent every weekday. Most of us are signed up to plenty of digital subscriptions, covering streaming services, cloud storage, fitness apps, and plenty more. This extends to software subscriptions, too: Both Adobe Photoshop and Microsoft Office (now Microsoft 365) ask for monthly or yearly subscriptions if you want to stay up to date. Add up $5 here and $10 there and you can soon find yourself paying out more each week than you want. What you might not know is that for just about every paid software program out there, there’s a perfectly adequate and free replacement—so you can cut your dependency on software subscriptions right down. GIMP is an image editor packed with features. Screenshot: GIMP The rather oddly named GIMP—it stands for GNU Image Manipulation Program—is a head-on challenger to Adobe Photoshop, with a lot of the same advanced features on offer across object selections and manipulations, layers, and effects. GIMP doesn’t have as much AI stuffed into it as Photoshop does, but you might see that as a benefit. Whether you want to touch up and enhance the photos you’ve taken, or you want to create digital art, GIMP can handle it all. Open up the software and you’ll see you get a wealth of tools to play around with; there are plenty of third-party extensions and customizations available too—plus lots of tutorials and more help on the web. Download GIMP for Windows or macOS. LibreOffice Writer is a solid alternative to Microsoft Word. Screenshot: LibreOffice Microsoft Office is now called Microsoft 365, but however you refer to it, it’s anchored by Word, Excel, and PowerPoint. While Microsoft asks for a one-off fee or regular subscription, you can use LibreOffice completely free of charge—including the equivalent apps Writer (documents), Calc (spreadsheets), and Impress (presentations). If you have any experience using the Microsoft apps, you’ll feel right at home inside the LibreOffice apps—and they can import and export using Office file formats too. And just because you’re not paying for the software doesn’t mean you’re missing out on features, because these programs come backed with a host of useful options and tools. Download LibreOffice for Windows or macOS. Watch as much as you want on Tubi, for free. Screenshot: Tubi When it comes to movies and shows, there are plenty of services that will charge you a fee for access, including Netflix. Not so Tubi, which is completely funded by ads. Okay, it might not have the latest and greatest selection of titles, but there’s still plenty to watch, completely free. You aren’t going to run out of viewing material anytime soon. Tubi is one of a growing number of FAST streaming services, which stands for free ad-supported streaming television; others you might want to check out include Pluto TV and the Roku Channel. While content on these platforms is usually older than on the alternatives, you’ll probably be surprised at how much good stuff there is. Watch Tubi on the web, or on Android or iOS. Use KeePass as your password manager KeePass is a simple, straightforward password manager. Screenshot: KeePass We’ve written before about the benefits of using a password manager, but most of them require a subscription to use all of their features. If a password manager offers a free plan at all, it usually restricts how many passwords you can save or how many devices you can sync between, or apply some other limitations. KeePass is different, as it’s completely free and open source (so you can look at the source code yourself, if you wish). It comes with plenty of features to keep your passwords private and secure, and while there’s only an official version for Windows, there are several unofficial ports so you can sync your passwords across macOS, Android, and iOS too. Download KeePass for Windows. Create videos with ease with OpenShot. Screenshot: OpenShot We’ll finish where we started, with an alternative to a program from the Adobe Creative Cloud suite. Unless you’re a professional filmmaker who needs the very best in industry-standard tools, OpenShot will give you everything you need in video editing features and options, and it’s capable of some impressive results. The extensive list includes support for key frame animations, an unlimited number of tracks, easy-to-use scaling and trimming tools, compositing, image overlays, title creating (including 3D titles), and support for a broad range of video, audio, and image formats. Despite all of those features and more, you won’t find it difficult to use. Download OpenShot for Windows or macOS.
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