Items tagged with AI

Though it has been more than a few weeks, and we have long since passed the end of 2020, the U.K’s most powerful supercomputer is now operational. Powered by NVIDIA hardware, the Cambridge-1 is a $100 million, 400 petaflop beast of a computer that ranks “among the world’s top 50 fastest computers and is powered by 100 percent renewable energy.” Under the hood, the Cambridge-1 supercomputer is powered by 80 DGX A100 systems tied together, each featuring NVIDIA A100 GPUs, BlueField-2 DPUs, and NVIDIA HDR InfiniBand networking.  The whole system is an NVIDIA DGX SuperPOD that delivers the aforementioned 400 petaflops of AI performance and eight petaflops of Linpack performance... Read more...
I have only dabbled in programming, and from my limited experience, I can appreciate that really good coding is an art form that not everyone possesses. Whether I have it or not, I can't say—I've never dived too deeply into programming to find out. If I ever do, Microsoft's new GitHub Copilot might prove to be a boon. What exactly is Copilot? It is an AI pair programmer that helps coders hammer out lines and functions faster and with less work, especially with the more mundane stuff. Developed in collaboration with OpenAI, an AI researcher company co-founded by Elon Musk and backed by Microsoft (by way of a $1 billion investment in 2019), Copilot taps into the power of artificial intelligence... Read more...
NVIDIA DLSS is an AI rendering technology used to increase performance while allowing players to still enjoy high-fidelity and quality in games. As of late, this technology has been added to a myriad of games, such as Rainbow Six: Siege earlier this year. Now, the tech is slated to come to five new game titles in the coming weeks. Announced today, NVIDIA DLSS will make its way to Facepunch Studio's multiplayer survival game Rust and becomes available on July 1st. Rust's Project Lead, Helk, explained that this is important because, "in Rust split-second reactions can be the difference between life and death, with NVIDIA DLSS offering our players a performance boost, without sacrificing visual... Read more...
While there may be funny and impressive deepfakes out there, the technology poses a risk to trustworthy media and public figures. However, companies are working to prevent this sort of thing by developing robust deep fake detection tools. Facebook is the latest to join the group through reverse engineering generative models from a single deepfake. As time goes on, figuring out whether an image is real or fake has become increasingly difficult as new deepfake generative models are created. For example, things could end poorly if the U.S. President were deepfaked into a video where he says something defamatory about another country, which could spark hostilities or even war if not identified. To... Read more...
Battlefield 2042 has been announced and shown off through game engine and gameplay footage during the past week. More recently, EA performed its first Battlefield Briefing, which gave a closer look at the upcoming game. In that briefing, which was recently updated, we found out that Battlefield 2042 will be introducing artificial intelligence soldiers to the series. One of the most frustrating things about playing games is when you want to play, but the player base is not what it once was. Sometimes all you can find are empty servers, which can also prove to be very disappointing. However, Battlefield 2042 is bringing AI soldiers to the battlefield to fill up those empty slots to combat this... Read more...
For years, we have known that AI can beat humans at games like Go, Starcraft, and up to 57 different Atari 2600 games. However, it is commonly believed that AI cannot beat humans at designing things, but that is not necessarily the case. Google has decided to use AI to design microchips for its next generation of Google Tensor Processing Unit, and it can be done in 6 hours, whereas humans can take several months or longer. When it comes to designing computer chips, one of the more laborious yet highly important tasks is laying out the components in what is called a chip floorplan. Where all the physical parts go can have a massive impact, affecting power consumption, performance, and chip area.... Read more...
Games are one of the best testbeds for AI as they require problem-solving, forward-thinking, and other skills that normally only humans possess. So far, AI has gotten a handle on games like Go and up to 57 different Atari 2600 titles, but those are not terribly difficult. What if AI was pitted against one of the most notoriously hard games of all time? As it turns out, that is exactly what Facebook wants to do to bring down NetHack. NetHack is an 80s text-based single-player dungeon exploration game with a focus on “discovering the detail of the dungeon and not simply killing everything in sight,” as the NetHack website explains. If you decide to kill everything in sight, or at least... Read more...
During yesterday’s Google I/O event, we heard about several updates to Google software products, including Android 12 and Wear OS. Google also managed to bring in actor Michael Peña to tour the new Google quantum computing and AI campus. Today, we get to take a closer look at it so let us dive right in… Google’s Quantum AI campus in Santa Barbara, California, is a brand-new, state-of-the-art facility. It features the company’s first quantum data center, quantum hardware research laboratories, and quantum processor chip fabrication facilities that will all be used to facilitating the building of the first “error-corrected quantum computer for the... Read more...
Do you remember discussing (or arguing) with your schoolteacher about how you would never use some of the lessons that they they taught? There were probably some things that you never used and simply forgot about, but what if you could never forget such extraneous information? As it turns out, AI and machine learning have this exact problem, but Facebook AI researchers are looking to tackle it by teaching AI to forget things. Typically, AI is rather good at various tasks, but when it comes to searching long-term memories, performance drops, and the cost of storage grows exponentially. This can be quite the problem as time goes on since we constantly take in new information that would need to... Read more...
AI is spreading, and not in the creepy sci-fi dystopian kind of way, but by way of programs to help manage large tasks in critical business sectors, such as healthcare, finance, and defense. Now, Microsoft is releasing a tool called Counterfit, an “automation tool for security testing AI systems as an open-source project.” This way, companies will be able to “ensure that the algorithms used in their businesses are robust, reliable, and trustworthy.” As mentioned, AI systems are becoming more prevalent in business, powering many different services. Thus, these systems must be secure from adversaries so that important or confidential information is not lost. However, performing... Read more...
Autonomous vehicles will likely become the future for getting around, but the technology is not quite there yet. We still hear about accidents that occur due to a driver not being behind the car's wheel or simple dumb mistakes. To help quell these issues in the future, NVIDIA has created the NVIDIA DRIVE Sim through its Omniverse, a collection of the company's core technologies. During the GTC keynote, NVIDIA founder and CEO Jensen Huang announced the "next generation of autonomous vehicle simulation," called the NVIDIA DRIVE Sim. Purportedly, the sim provides a "high-fidelity simulation by tapping into NVIDIA's core technologies to deliver a powerful, cloud-based computing platform," which can... Read more...
Nuance Communications is a company everyone has heard from but not many have heard of. The company’s technology powers Apple’s Siri voice assistant alongside various communications for healthcare and enterprise organizations. In 2014, it was rumored that Samsung might be interested in purchasing Nuance, but that deal never came to fruition. Now, tech-giant Microsoft has announced a plan to purchase Nuance for a hefty $19.7 billion, including debts, to focus on the healthcare industry. For quite some time, Microsoft has been working on improving global healthcare with technology and artificial intelligence (AI). In 2020, the company announced the AI for Health initiative to accelerate... Read more...
Years ago, the method of navigating was either printing out directions from MapQuest or pulling out the absurdly large Rand-McNally map for the state and figuring it out the quickest way to your destination. You would not have access to live data like accidents, police activity, and road conditions as you do now with mobile devices. Since the “dark times,” Google has been “pushing the boundaries of what a map can do, propelled by the latest machine learning” and is “on track to bring over 100 AI-powered improvements to Google Maps.” Indoor Navigation Have you ever gotten lost or turned around in an airport, mall, train station, or other large, yet crowded location?... Read more...
Amazon delivery drivers will have a tough choice ahead if they want to continue working for the retail giant. Starting this week, Amazon is requiring delivery drivers to agree to a "biometric consent" form giving the company permission to use surveillance equipment installed onboard all its delivery vans to track activities (inside and outside the vehicle) and even their behavior while driving. This move comes after a February report confirmed that the surveillance system manufactured by Netradyne, called Driveri, is designed to "[improve] driver behavior" and monitor behavior such as speeding, making illegal U-turns, braking too hard, and failing to acknowledge stop signs. The system can... Read more...
In March, Facebook CEO Mark Zuckerberg went on a podcast to talk about the future of augmented and virtual reality. In his discussion, he explained that he wanted to see Facebook manufacture its own hardware and thought that the platforms would be the next big thing in tech. Furthermore, he explained that interacting with AR/VR worlds would require neural interfaces for human-computer interaction. Now, Facebook Reality Labs (FRL) Research is showing off technology in that vein. As augmented reality and virtual reality technologies mature and develop, new ways of interacting with these platforms are needed. If the technology is used in public, it would be not easy to use voice commands or have... Read more...
Deepfakes are beginning to grow in popularity and quality, such as the recent Tom Cruise deepfakes posted to TikTok. Deepfakes raise concerns over what is and isn't real when it comes to various media formats. Subsequently, researchers at the University of Buffalo have developed an AI system that can detect whether an image is real or not with some clever tricks. One of the most popular ways of generating human faces is using a generative adversary network (GAN) model. As the researcher's paper explains, these models can "synthesize highly realistic human faces that are difficult to discern from real ones visually." In fact, the images you see above are what the researchers used, and they came... Read more...
OpenAI’s CLIP, a general-purpose vision system, is gaining attention this week for some rather interesting findings regarding its performance. From being tricked using text to perhaps being a little bit racist, CLIP still has a lot to learn. As the OpenAI blog explains, fifteen years ago, “Quiroga et al. discovered that the human brain possesses multimodal neurons,” which are neurons that react to abstract concepts rather than specific things. Recently, researchers found that CLIP had these multimodal neurons as well, and they only fired for specific things. In CLIP's case, the researchers found a “Spider-Man” neuron that fired when images of spiders, the text... Read more...
Deepfakes have been around for a few years now, and with each passing day, it seems as though the technology keeps getting better and more lifelike.  We saw this last year with a Back To The Future deepfake starring Robert Downey Jr. and Tom Holland, rather than real Doc and Marty. Now, deepfaker and visual effects artist Chris Ume has taken Tom Cruise’s face and put it on an actor to make a deepfake TikTok series, and it is wild. For those who do not know, deepfakes are AI-generated images or video which can be made to look like a specific person. The way they work, in essence, is by training AI with millions of images of the targeted person. The trained AI is then paired with an... Read more...
Recently, Microsoft patented the creation of an AI chatbot for a specific person, whether they were alive or not. Now, a genealogy company called MyHeritage has partnered with deep learning and image processing company D-ID to create something called “Deep Nostalgia.” This technology can bring a person's ancestors back to life by running a process that upscales, sharpens, and animates any image uploaded. Announced at RootsTech Connect 2021, the world’s largest genealogy conference, “Deep Nostalgia” is a licensed technology that uses D-ID’s AI Face Platform in the backend. Essentially, MyHeritage filmed people for a basic set of motions which could then be paired... Read more...
You might not be able to find a current generation graphics card in stock and/priced anywhere close to MSRP, but be that as it may, NVIDIA still managed to rake in $5 billion in revenue during the fourth quarter, its most ever for the last quarter of the year. Not only did NVIDIA set a record, it increased its Q4 revenue by a staggering 61 percent compared to the same quarter a year ago. That's a big time gain. "Q4 was another record quarter, capping a breakout year for NVIDIA’s computing platforms," said Jensen Huang, founder and CEO of NVIDIA. "Our pioneering work in accelerated computing has led to gaming becoming the world’s most popular entertainment, to supercomputing being... Read more...
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,"... Read more...
Today, Microsoft and Hewlett-Packard Enterprise announced a partnership to bring Azure and edge computing to the ultimate edge: space. This will allow Azure workloads, local computing, and artificial intelligence (AI) capabilities to be leveraged on the International Space Station (ISS). As Tom Keane, Corporate VP of Azure Global, explains, “Astronauts and space explorers deserve access to the best cloud computing technologies and advanced processing.” When it comes to working and computing in space, “Sometimes analysis needs to be done immediately at the edge,” or “other times the analysis is so massively complex that it can only be performed with the power of the... Read more...
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