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Graph analysis AI model achieves training up to 95 times faster on a single GPUAlongside text-based large language models (LLMs), including ChatGPT in industrial fields, GNN (Graph Neural Network)-based graph AI models that analyze unstructured data such as financial transactions, stocks, social media, and patient records in graph form are widely used. However, there is a limitation, in that full graph learning—training the entire... Read more
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A new way to test how well AI systems classify textIs this movie review a rave or a pan? Is this news story about business or technology? Is this online chatbot conversation veering off into giving financial advice? Is this online medical information site giving out misinformation?... Read more
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How agile is your crypto? Interview study explores opportunities and challenges of cryptographic update processesIf you think of software as a building, you might say it's made up of code blocks. Many of these building blocks are custom-built for a specific application. Others are standard components and used in many buildings—cryptographic algorithms and functions are a prime example of this.... Read more
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New tool offers direct lighting control for photographs using 3D scene modelingLighting plays a crucial role when it comes to visual storytelling. Whether it's film or photography, creators spend countless hours, and often significant budgets, crafting the perfect illumination for their shot. But once a photograph or video is captured, the illumination is essentially fixed. Adjusting it afterward, a task called... Read more
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Millions are flocking to grow virtual gardens in viral Roblox game created by teenagerWhether it serves as a chill escape from the onslaught of the real world or simply a way to beat vacation doldrums, a viral Roblox game about gardening has become the surprise hit of the summer.... Read more
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New open-source tool makes complex data understandableTabular data is at the heart of scientific analysis—whether in medicine, the social sciences, or even archaeology. Making it comprehensible and usable is often a tedious task, especially when the data is extensive or complex. The Institute for Artificial Intelligence in Medicine (IKIM) at the University of Duisburg-Essen has developed... Read more
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Can AI really code? Study maps the roadblocks to autonomous software engineeringImagine a future where artificial intelligence quietly shoulders the drudgery of software development: refactoring tangled code, migrating legacy systems, and hunting down race conditions, so that human engineers can devote themselves to architecture, design, and the genuinely novel problems still beyond a machine's reach.... Read more
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Luna v1.0 & FlexQAOA bring constraint-aware quantum optimization to real-world problemsAqarios' platform Luna v1.0 marks a major milestone in quantum optimization. This release significantly improves usability, performance, and real-world applicability by introducing FlexQAOA, a hybrid quantum algorithm designed specifically to handle industrial constraints directly within quantum circuits.... Read more
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Windows' infamous 'blue screen of death' will soon turn blackNearly every Windows user has had a run-in with the infamous "Blue Screen of Death" at some point in their computing life. Now, after more than 40 years of being set against a very recognizable blue, the updated error message will soon be displayed across a black background.... Read more
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Open-source fuzzer uses evolutionary algorithm to produce customized test inputsOver the past decade, fuzzers have become the most widely used tools to test software security and robustness. Generating random inputs and feeding them to an application, they help detect undesired program behavior such as bugs and vulnerabilities.... Read more
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Video games can help trans players feel seen and safe. It all starts with designThere is a comfort in finding and being yourself. Video games offer opportunities for this comfort. They allow people to exist in safe spaces, to develop community, and to explore the self—as well as the potential self.... Read more
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New tool could help homeowners weather flood risks, lower insurance costsWith flood risks increasing from extreme weather events like hurricanes and even routine plumbing issues, a team from the University of Florida's College of Design, Construction and Planning is helping Florida homeowners make smarter choices about building materials and interior finishes that better protect their homes and potentially save on... Read more
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A foundation for physical AI: Battery-free RFID sensing system offers real-time, reliable dataWhat if the same RFID "smart barcode" tags used to track packages and retail inventory could also detect changes in the real world—like temperature, pressure or weight—without batteries or added hardware?... Read more
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Apple debuts Liquid Glass interface at design-focused WWDC eventApple Inc. unveiled a new operating system interface called Liquid Glass at its annual Worldwide Developers Conference, an event that focused heavily on aesthetics and design elements rather than software breakthroughs.... Read more
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Tracking apps monitor remote employees' performance—and invade their privacyDigital monitoring is now a regular part of our working reality. From CCTV cameras to call recording, surveillance in the workplace is not new.... Read more