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  1. Karlston

    Why AI is so power-hungry

    Why AI is so power-hungry It takes a lot of energy for machines to be trained with data sets. Enlarge pitju / Adobe Stock 70 with 31 posters participating This month, Google forced out a prominent AI ethics researcher after she voiced frustration with the company for making her withdraw a research paper. The paper pointed out the risks of language-processing artificial intelligence, the type used in Google Search and other text analysis products. Among the risks is the large carbon foo
  2. DeepMind's MuZero conquers and learns the rules as it does Albert Einstein once said, "You have to learn the rules of the game, and then you have to play better than anyone else." That could well be the motto at DeepMind, as a new report reveals it has developed a program that can master complex games without even knowing the rules. DeepMind, a subsidiary of Alphabet, has previously made groundbreaking strides using reinforcement learning to teach programs to master the Chinese board game Go and the Japanese strategy game Shogi, as well as chess and challen
  3. JERUSALEM (Reuters) - Intel Corp’s Habana Labs business said on Wednesday it would take time to gain market share from Nvidia in cloud and data centre computing but its deal this week with Amazon Web Services (AWS) was a solid first step. Intel in December bought Israel-based artificial intelligence firm Habana for about $2 billion, seeking to expand its AI portfolio to bolster its data-centre business. Habana’s Gaudi AI training processor, launched in June 2019, has faster processing speeds to compete with similar products from Intel rival Nvidia.
  4. DeepMind AI handles protein folding, which humbled previous software Google's AI specialists tackle biology's toughest computational problem. Enlarge / Proteins rapidly form complicated structures which had proven difficult to predict. Argonne National Lab / Flickr 68 with 47 posters participating Today, DeepMind announced that it has seemingly solved one of biology's outstanding problems: how the string of amino acids in a protein folds up into a three-dimensional shape that enables their complex functions. It's
  5. AI excels at interpreting high volume, high velocity, complex data – which is just the ticket here Computer scientists have long been interested in the human body's immune system. It fights off an incredible range of attacks spanning from the common cold to flu, measles, and worse. As companies face a rising tide of cyber attacks, a new approach to email defence developed by cybersecurity company Darktrace uses our own ability to fight off external threats and replicates this ‘immune system’ approach in the digital world. Just as human beings have a protect
  6. The battle of the algorithms has begun It was 2017 and a hacker had gained access to a digital system at an organization in India. At first it seemed like just a normal intrusion - the kind that happens thousands of times each day. But this one was different. When it examined the hacking incident, cybersecurity company Darktrace found that the attacker had analysed the organization’s digital behaviour so that they could mimic it to stay hidden. They hadn't done this manually - they'd used machine learning software to do it for them. Darktrace spotted the at
  7. Amazon today announced a new Alexa feature for U.S.-based English-language users that enables devices powered by the assistant to infer latent goals, or goals implicit in requests but not directly expressed. For instance, if a user says “How long does it take to steep tea?,” Alexa might follow up with “Five minutes is a good place to start” and the question “Would you like me to set a timer for five minutes?” According to Amazon, dialog transitions like these require a number of AI algorithms under the hood. A machine learning-based trigger model decides whether to ant
  8. Microsoft develops new machine learning model to detect password spray attacks Over the past few weeks, Microsoft has been promoting digital security efforts as a part of its observance of the National Cyber Security Awareness Month (NCSAM) in October. It has announced new initiatives to promote cybersecurity awareness, unveiled Zero Trust Deployment Center, released an Adversarial ML Threat Matrix, and launched a fairly successful offensive against the malicious Trickbot botnet. Now the company has stated that it has developed a new machine learning-based algorithm
  9. Despite protests from its staff in the past leading to its pulling out from controversial US Government projects, Google has now made a deal for its artificial technology to be used by the Trump administration to fortify the US-Mexico border, The Intercept reports, based on documents obtained under a FOIA request. The website said the US Customs and Border Protection had decided to use Google Cloud technology in August and deploy it through the CBP Innovation Team which is working to devise a virtual wall that has both surveillance towers and dr
  10. Nvidia will build the 'world's fastest AI supercomputer' Cineca and Nvidia team up for a European Exascale supercomputer for AI (Image credit: Atos) Nvidia and Cineca, an Italian inter-university consortium and major supercomputing center, have announced plans to build ‘the world’s fastest AI supercomputer.’ The upcoming Leonardo system will use nearly 14,000 Nvidia A100 GPUs for a variety of high-performance computing tasks. The peak performance of the system is expected to hit 10 FP16 ExaFLOPS. The s
  11. The social network teams up with Carnegie Mellon University to find new ways to store and use renewable energy. Facebook has researchers who are trying to advance artificial intelligence through various projects. Facebook said Wednesday it will use artificial intelligence to help scientists find new ways to store and use renewable energy as part of project that could help combat climate change. The social network is partnering with Carnegie Mellon University to spur the use of solar and wind energy, which are cleaner than burning fossil fuels t
  12. If artificial intelligence will destroy humanity, it probably won’t be through killer robots and the incarnation—it will be through a thousand paper cuts. In the shadow of the immense benefits of advances in technology, the dark effects of AI algorithms are slowly creeping into different aspects of our lives, causing divide, unintentionally marginalizing groups of people, stealing our attention, and widening the gap between the wealthy and the poor. While we’re already seeing and discussing many of the negative aspects of AI, not enough is being done to address them. A
  13. The projects aim to build more inclusive datasets Microsoft has announced a series of new efforts to make AI systems more inclusive of people with disabilities. The initiatives aim to combat the so-called “data desert” that’s left machine learning algorithms without enough relevant training data to be effective for people with conditions such as ALS. One project, called Object Recognition for Blind Image Training (ORBIT), seeks to change this by building a new public dataset of videos submitted by people who are blind or have low vision. The dat
  14. Nvidia says its AI can fix some of the biggest problems in video calls Face alignment, noise reduction, and AI-powered superresolution Nvidia will use AI to make sure you’re always looking at your camera. Image: Nvidia Nvidia has announced a new videoconferencing platform for developers named Nvidia Maxine that it claims can fix some of the most common problems in video calls. Maxine will process calls in the cloud using Nvidia’s GPUs and boost call quality in a number of ways with the hel
  15. These Robots Use AI to Learn How to Clean Your House At Toyota, researchers are experimenting with prototypes that swoop from the ceiling to take care of chores with the help of machine learning. A Toyota robot suspended from the ceiling gets to work wiping a counter.Photograph: Toyota Research Institute Inside an ordinary-looking home, a robot suspended from the ceiling slowly expands arms holding a sponge, before carefully wiping a kitchen
  16. Google is bringing back human moderators to oversee YouTube content, taking over from automated systems that were given more responsibilities at the onset of the COVID-19 pandemic. YouTube revealed in late August that in the three months prior, 11.4 million videos have been removed from the platform for violating its Community Guidelines. This is the highest number of videos taken down from YouTube over a three-month period since the service was launched in 2005, and it was attributed to the higher reliance on A.I. as the pandemic prevented human reviewers from going t
  17. This tiny AI chip obliterates Google rival in a crucial metric Kneron’s KL720 outperforms Google’s Coral TPU by two times at half the power (Image credit: Kneron) Kneron, a startup from California, has introduced its new neural processing unit (NPU) for edge AI applications. The KL720 NPU promises to enable sophisticated AI-enhanced applications that do not use the cloud, so the chip has more compute horsepower onboard than competitors and consumes less power. Today, there are numerous cloud-enabled AI
  18. This Algorithm Doesn't Replace Doctors—It Makes Them Better An artificial intelligence system has outperformed physicians when detecting skin lesions. The results are changing how one school trains dermatologists. Illustration: Ariel Davis Dermatologist Harald Kittler draws on more than a decade of experience when he teaches students at the Medical University of Vienna how to diagnose skin lesions. His classes this fall will include a tip he
  19. A Council of Citizens Should Regulate Algorithms To ensure our AI-driven future is just and equitable, we should borrow from ancient Athens. Athens’ democracy reminds us that we have been outsourcing governance for two and a half millennia, first to kings, then to experts, and now to machines.Illustration: WIRED Staff; Getty Images Are machine-learning algorithms biased, wrong, and racist? Let citizens decide.
  20. Walmart Employees Are Out to Show Its Anti-Theft AI Doesn't Work The retailer denies there is any widespread issue with the software, but a group expressed frustration—and public health concerns. Illustration: Sam Whitney; Getty Images In January, my coworker received a peculiar email. The message, which she forwarded to me, was from a handful of corporate Walmart employees calling themselves the “Concerned Home Office Associates.” (Walmart’s headquarters in B
  21. Microsoft lays off journalists to replace them with AI Microsoft News and MSN is increasingly being run by robots Illustration by Alex Castro / The Verge Microsoft is laying off dozens of journalists and editorial workers at its Microsoft News and MSN organizations. The layoffs are part of a bigger push by Microsoft to rely on artificial intelligence to pick news and content that’s presented on MSN.com, inside Microsoft’s Edge browser, and in the company’s various Microsoft News apps. Many of the affected workers ar
  22. Good luck guys...here is the great news for IQ > Springer has released dozens books in: Computer Science Data Science Machine Learning domain AI ....and that for u too... for FR33. [Personally, I found the Ebook's collection very impressive and hope you also...] Site: https://pastebin.com Sharecode: /kivNFYRh 4ll 0f U5 4r3 b0T5 1N TH3 $1MUL4T10n
  23. After watching 50,000 hours of Pac-Man, Nvidia’s AI generated a playable clone Could a blurry, 128×128 version of a 1980 arcade game change the future of game dev? Enlarge / To rebuild Pac-Man, you must watch a lot of Pac-Man. Nvidia / Bandai-Namco 70 with 52 posters participating You may be familiar with the Infinite Monkey Theorem, an oft-cited (and often incorrectly quoted) claim that thousands of monkeys could bang on thousands of typewriters and eventually produce a work of art equivalent to William Shakespe
  24. Covid-19 Will Accelerate the AI Health Care Revolution Disease diagnosis, drug discovery, robot delivery—artificial intelligence is already powering change in the pandemic’s wake. That’s only the beginning. On New Year’s Eve of last year, the artificial intelligence platform BlueDot picked up an anomaly. It registered a cluster of unusual pneumonia cases in Wuhan, China. BlueDot, based in Toronto, Canada, uses natural language processing and machine learning to track, locate, and report on infectious disease spread. It sends ou
  25. SAN FRANCISCO (Reuters) - Dozens of employers looking to hire the next generation of tech employees descended on the University of California, Berkeley in September to meet students at an electrical engineering and computer science career fair. Boris Yue, 20, was one of thousands of student attendees, threading his way among fellow job-seekers to meet recruiters. But Yue wasn’t worried about so much potential competition. While the job outlook for those with computer skills is generally good, Yue is in an even more rarified category: he is studying
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