Items tagged with Artificial Intelligence
During its GTC 2021 keynote today, NVIDIA unveiled a new product for high performance computing (HPC) clients, its first-ever data center CPU called Grace. Based on Arm's architecture, NVIDIA claims Grace serves up 10x better performance than the fastest servers on the market currently, for complex artificial intelligence and HPC workloads. To be clear, though this is NVIDIA's first data center CPU, it is not intended to compete head-to-head against Intel's Xeon lineup and AMD's EPYC processors. NVIDIA made a point to say this, noting it continues to provide full support for all big iron server CPUs, including x86, Arm, and Power architectures. Instead, Grace is more of a niche product, in that...
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How do you make high bandwidth memory (HBM) even better? Lower for the price, for one. But aside from that, infusing it with artificial intelligence (AI) processing power is a surefire way to make HBM even more attractive for certain market segments, and that is precisely what Samsung has done—it has developed the world's HBM with AI processing power, and is calling it HBM-PIM (processing in memory). "Our groundbreaking HBM-PIM is the industry’s first programmable PIM solution tailored for diverse AI-driven workloads such as HPC, training and inference. We plan to build upon this breakthrough by further collaborating with AI solution providers for even more advanced PIM-powered applications,"...
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Today we have an assortment of digital assistants to help us look up the weather, control the lighting, and all sorts of other tasks. Whether it's enlisting the aid of Siri or tapping into Alexa's growing set of skills, there is a new level of convenience at our disposal. Pretty cool, but take heed—one day it be us doing the bidding of super smart artificial intelligence (AI) schemes instead of the other way around. Sounds like science fiction, because right now, that is exactly what it is—Skynet scenarios and all that jazz. However, an international team of scientists and researchers have published an article outlining why an advanced AI would present "catastrophic risks" to humankind,...
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Anyone who has ever tried to touch up a professional photograph knows that it can be a slow, painstaking process, depending on the image and what exactly needs manipulated. To help with that, NVIDIA is introducing GPU-accelerated neural filters to Adobe Photoshop, which leverage artificial intelligence and its GeForce RTX GPUs to potentially speed up these kinds of edits in a big way. Or you could just play around with all this fancy technology to see what you might look like in 30 years. You can see this in the collage above. The subject in the center is the original photo, flanked on other side by a younger version of himself and an older depiction, both obtained by adjusting a simple slider...
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Many in the tech world are familiar with the term “Moore’s Law.” Moore’s Law has served as a guiding light for many tech companies over the last few decades when it comes to increasing transistor density. However, both scientists and tech industries have been concerned about when Moore’s Law will cease to be relevant. What will then come next? It was recently proposed that “Huang’s Law” may be the next big thing, especially with respect to artificial intelligence. Moore’s Law is an observation named after Intel co-founder Gordon Moore. Moore observed in the 1960s that transistor densities doubled every year and that this process would...
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Star Wars fans are likely familiar with the scene where Luke Skywalker receives a new hand. Luke twitches his hand as he responds to being poked by a robot. This kind of technology is no longer only attainable in fantasy or science fiction. Researchers at RMIT University have created new electronic skin that replicates the way human skin feels pain. According to lead researcher Dr. Madhu Bhaskaran, “We’re sensing things all the time through the skin but our pain response only kicks in at a certain point, like when we touch something too hot or too sharp.” Previous technologies were unable to mimic what human skin typically does when it feels pain from temperature or pressure...
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The proliferation of 'fake news' on social media is not just annoying, it has the potential to influence elections and policies, depending on the subject matter and how believable the content. In an effort to weed out misleading content and "combat disinformation," Microsoft is launching its Video Authenticator tool to detect so-called deepfakes. A 'deepfake' is a type of synthetic media—photos, videos, or audio files—that has been manipulated by artificial intelligence, and can sometimes be hard to spot. That's not always the case. In some instances, deepfakes are creepily obvious. But in other instances, a deepfake can make it seem as though a person said or did something, when...
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Are artificially intelligent pilots better at taking to the skies than human fliers? We are about to find out. The final competition in DARPA's AlphaDogfight trials are set to take place on August 18-20, though virtually instead of in-person because of the Coronavirus pandemic. And don't worry, nobody will be harmed in this competition (just potentially hurt egos). Human pilots and AI opponents will not actually be flying real fighter jets and shooting one another down. The dogfights will take place in a virtual reality F-16 simulator. The matchup will culminate on the last day of the competition, pitting the top AI against an experienced Air Force fighter pilot, where virtual pride is on the...
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Sometimes I get a hankering for a juicy burger, and if I happen to pass by a Burger King, a Whopper (with extra pickles, don't @me) will suffice. It looks like I'm not the only one. Apparently the Autopilot feature in Tesla vehicles can confuse circular Burger King restaurant signs with stop signs, and will slow down accordingly. This is part of a new "Traffic Light and Stop Sign Control" feature that Tesla is beta testing, though to be clear, it's not supposed to slow down for restaurant signs, Burger King or otherwise. Burger King ran with the idea anyway, and for a brief period, was offering a free Whopper to Tesla owners who shared a picture of their smart car stopped at one of its locations....
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Artificial Intelligence (AI) has many different uses, including facial recognition and the creation of photo-realistic human faces. However, these various AI applications have not always hit the mark. They often create very basic or unnerving images that fail to bridge the "uncanny valley" gap. A team at the Chinese Academy of Sciences in Beijing and City University of Hong Kong have created one of the most advanced image generators to date. DeepFaceDrawing relies on artificial intelligence to transform sketches of human faces into high-quality images. Similar AI frameworks require detailed, well-drawn sketches. DeepFaceDrawing is intended to help those with very little drawing experience....
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John Henry was a steel driving railroad man who, according to legend, bested a steam-powered rock drilling machine in a competition many, many years ago. I'm reminded of this because it's one of my favorite songs performed by my late grandfather and great uncle, and now decades later, man versus machine is still a relevant topic as the United States Air Force gets read to pit a AI-powered autonomous fighter jet against a human pilot. Things have changed dramatically since the days of John Henry and steam-powered machines. Artificial intelligence has improved machines by leaps and bounds, and every so often, we are reminded of the potential AI holds. For example, when IBM's Watson beat the greatest...
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NVIDIA made some big promises when it first outed its Deep Learning Super Sampling (DLSS) technology. Through the wonders of artificial intelligence and machine learning, DLSS aimed to make games look better at higher resolutions, and boost framerates without overburdening the GPU. Results were mixed, though, and certain limitations held the technology back. Now with the introduction of DLSS 2.0, NVIDIA is promising even bigger and better things. DLSS 2.0 delivers a "big leap in AI rendering" and breaks free of several existing constraints. The biggest one is game support—DLSS 2.0 has the potential to be more broadly supported in games because, unlike before, it does not require training...
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Multiple facets of technology are trending towards artificial intelligence these days, in applications both big and small. As that's been happening, graphics processing units (GPUs) have taken on the heavy lifting, though researchers at Rice University have cooked up a new machine learning scheme they say is more efficient when run on central processing units (CPUs). It should come as no surprise that the computer scientists from Rice University are being supported by collaborators from Intel, which has a vested interest in anything that can tap into its CPUs. There's a lot of money to be made by leveraging AI—NVIDIA, for example, reported a 41 percent increase in its fourth quarter revenue,...
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The true measure of a chatbot is not simply its ability to offer responses to questions, or even to just to make sense when 'conversing' with a human. Instead, it is the ability to allow a flesh and blood person to suspend disbelief and feel as though they are chatting with an actual intelligent being (and do it without being offensive, which is challenging, as Microsoft discovered). Google claims its new Meena chatbot is better at this than another other "conversational agent." Calling Meena a chatbot is selling it short. It is an end-to-end, neural conversational model that learns to respond with replies that make actual sense, given whatever context is at hand. Google says Meena consists of...
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Just a few days prior to the Consumer Electronics Show (CES) in Las Vegas, Samsung teased the creation of an artificial human, and it had our minds racing at the possibilities. Turns out the it is not quite what we thought. Samsung subsidiary STAR Labs lifted the curtain on Project NEON, which is essentially a set of digital avatars for glorified chatbots. To be fair, that is soft of an oversimplification. At least, I think it is. In no uncertain terms, STAR Labs says NEON is "not an assistant" like Siri or Alexa, and "not an interface to the internet." It is also "not a music player," in case anyone is confused about that. Simply put, STAR Labs refers to NEON as "a friend," albeit a virtual...
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River Networks is injecting a bit of artificial intelligence (AI) into is Killer Intelligence Engine to bolster wireless connections. The general idea behind this is to constantly monitor and "score" Wi-Fi access points in order to ensure a user is connected to the best available one, thereby resulting in a stronger, faster, and more reliable connection. According to Rivet Networks, simply moving to a better access point can have a dramatic impact on the wireless experience, reducing latency by up to 50 percent and increasing throughput by over 100 percent. I'm not sure where Rivet Networks plucked those specific figures from, though the company is correct in asserting a stronger access point...
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Intel is banking heavily on the rise of artificial intelligence (AI) as a growing revenue stream in the years to come. Intel booked $3.5 billion in AI-related revenue during 2019 -- which represented a significant 20 percent year-over-year increase -- so it stands to reason that the company is looking to keep that train steaming ahead. Its latest addition to drive its AI efforts comes with the acquisition of Habana Labs. Habana Labs is an Israeli company that the develops deep learning accelerators for the data center market. This plays right into Intel's hands, as it looks to increasingly become a player in a market that has strong entries from the likes of NVIDIA and AMD. Habana Labs...
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Is there anything that artificial intelligence does not do these days? Sure there is, but the list is growing smaller by the day. In case you were wondering, AI even has dance moves that it came with by itself. That's right, through the power of deep learning, researchers at NVIDIA collaborated with the University of California, Merced, to develop a deep learning-based model that can automatically compose new dance moves. "This is a challenging but interesting generative task with the potential to assist and expand content creations in arts and sports, such as a theatrical performance, rhythmic gymnastics, and figure skating," NVIDIA stated in a paper on the subject. The team collected dance...
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Researchers at NVIDIA have come up with a clever machine learning technique for taking 2D images and fleshing them out into 3D models. Normally this happens in reverse—these days, it's not all that difficult to take a 3D model and flatten it into a 2D image. But to create a 3D model without feeding a system 3D data is far more challenging. "In traditional computer graphics, a pipeline renders a 3D model to a 2D screen. But there’s information to be gained from doing the opposite—a model that could infer a 3D object from a 2D image would be able to perform better object tracking, for example.," NVIDIA explains. What the researchers came up with is a rendering framework called...
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A lot of expensive hardware and other swank prizes are up for grabs, courtesy of NVIDIA and Hackster.io partnering to launch the AI the Edge Challenge. It's a competition centered around NVIDIA's Jetson Nano Developer Kit, whereby developers are being asked to build "unique and creative projects" to chance to win from a pool of prizes valued at around $100,000. "In this contest, you’ll tap into the power of the new NVIDIA Jetson Nano—a powerful, easy-to-use, mini AI computer that lets you run multiple neural networks in parallel. It’s perfect for any project using image classification, object detection, segmentation, speech processing, and more," Hackster.io states in a blog...
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NVIDIA is flexing its muscle once again when it comes to artificial intelligence (AI) inference workloads, and this time around, the company is claiming benchmark supremacy in MLPerf Inference 0.5. AI performance is becoming increasingly more important for usage scenarios like image recognition, voice recognition and autonomous vehicles (among other fields). To that end, NVIDIA says that the one-two punch of its Turing-based AI accelerators and the Xavier SoC allowed it to take top honors in all five of MLPerf's inference benchmarks. For its Turing offerings (with a focus on data centers), the Turing GPUs were able to top the charts in both server and offline scenarios on a "performance per processor"...
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How long will human beings be the dominant species on the planet? One scientist argues that the reign of humans is coming to an end. Dr. James Lovelock recently contended that humans will be overcome and replaced by cyborgs. Dr. James Lovelock detailed the fall of humanity and the rise of cyborgs in his most recent publication Novacene. Lovelock is not the first person to argue that cyborgs will take over the earth. Elon Musk has contended that human beings will need to embrace artificial intelligence (AI) if they want to survive. He recently unveiled plans for his "Neuralink", which would literally attach wires to a person’s skull. Lovelock’s perspective is rather unique. He defines...
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