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Platform for scalable testing of autonomous vehicle safety
In the race to manufacture autonomous vehicles (AVs), safety is crucial yet sometimes overlooked as exemplified by recent headline-making accidents. Researchers are using artificial intelligence (AI) and machine learning to improve the safety of autonomous technology through both software and hardware advances. «Using AI to improve autonomous vehicles is extremely hard because of the complexity…
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A cautionary tale of machine learning uncertainty
A new analysis shows that researchers using machine learning methods could risk underestimating uncertainties in their final results. The Standard Model of particle physics offers a robust theoretical picture of the fundamental particles, and most fundamental forces which compose the universe. All the same, there are several aspects of the universe: from the existence of…
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Quirky response to magnetism presents quantum physics mystery
Scientists describe the quirky behavior of one such magnetic topological insulator. The new article includes experimental evidence that intrinsic magnetism in the bulk of manganese bismuth telluride (MnBi2Te4) also extends to the electrons on its electrically conductive surface. Such materials could be just right for making qubits, but this one doesn’t obey the rules. «Exploring…
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How social movements can use virtual worlds
Online virtual worlds can help social movements raise awareness and create safe spaces for their members, according to a new study. The research examined how an LGBT group used a virtual world for their own cause, which was different to its intended design. The research examined how an LGBT group used a virtual world for…
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Virtual reality, real injuries: How to reduce physical risk in VR
Carpal tunnel, stiff shoulders, eye-strain headaches — these are all well-known side effects of prolonged computer use. But what happens when you step away from the desktop and into virtual reality? A recent study assessed how some common virtual reality movements contribute to muscle strain and discomfort. It’s an effort to ensure future user safety…
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Artificial intelligence could enhance diagnosis and treatment of sleep disorders
Artificial intelligence has the potential to improve efficiencies and precision in sleep medicine, resulting in more patient-centered care and better outcomes, according to a new position statement. Published online as an accepted paper in the Journal of Clinical Sleep Medicine, the position statement was developed by the AASM’s Artificial Intelligence in Sleep Medicine Committee. According…
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Pioneering software can grow and treat virtual tumors using AI designed nanoparticles
The EVONANO platform allows scientists to grow virtual tumors and use artificial intelligence to automatically optimize the design of nanoparticles to treat them. The ability to grow and treat virtual tumors is an important step towards developing new therapies for cancer. Importantly, scientists can use virtual tumors to optimize design of nanoparticle-based drugs before they…
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Skat and poker: More luck than skill?
Chess requires playing ability and strategic thinking; in roulette, chance determines victory or defeat, gain or loss. But what about skat and poker? Are they games of chance or games of skill in game theory? This classification also determines whether play may involve money. Economists have studied this question and developed a rating system similar…
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Design flaws create security vulnerabilities for ‘smart home’ internet-of-things devices
Researchers find countermeasures for designers of security systems and other smart home devices. «IoT devices are becoming increasingly common, and there’s an expectation that they can contribute to our safety and security,» says William Enck, co-author of a paper on the discovery and an associate professor of computer science at NC State. «But we’ve found…
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Study reveals design flaws of chatbot-based symptom-checker apps
Millions of people turn to their mobile devices when seeking medical advice. They’re able to share their symptoms and receive potential diagnoses through chatbot-based symptom-checker (CSC) apps. But how do these apps compare to a trip to the doctor’s office? Not well, according to a new study. But how do these apps compare to a…