In 1997, IBM computer "Deep Blue" beat world champion chess player Garry Kasparov at his own game--the most significant advancement in artificial intelligence at the time. Twenty years later, the same technology is being used aboard the F-35 Joint Strike Fighter--the most expensive military weapons project to date. Major ground was broken in the field of computer autonomy throughout the 21st century, and 2017 is poised to be another defining year in the progression of AI capabilities. Humanity is on the verge of a computational revolution, and mainstream media is taking notice. The Atlantic's Defense One recently released its February e-book, "AI, Autonomy, and the Future Battlefield."

NEW YORK--The blurry line between Android and Chromebooks is about to get blurrier. Exhibit A arrives with the Samsung Chromebook Pro that I've been checking out for a couple of weeks. Google calls this upcoming $549 convertible laptop/tablet, and a sibling model, the $440 Chromebook Plus, the first Chromebooks to be "designed for Android apps." Google worked closely with Samsung on the machines, which were initially showcased during last month's CES trade show. These Samsung models come with an embedded pen that you can use, among other purposes, to write or draw directly on the screen, a first for the Chromebook ecosystem.

Google has launched a new app called YouTube Go, which allows users with poor signal or limited data to download videos from the site for offline viewing. First announced last September, the app is officially only available to consumers in India for the time being. However, there is a way for Android users in the UK to install it. The giant human-like robot bears a striking resemblance to the military robots starring in the movie'Avatar' and is claimed as a world first by its creators from a South Korean robotic company Waseda University's saxophonist robot WAS-5, developed by professor Atsuo Takanishi and Kaptain Rock playing one string light saber guitar perform jam session A man looks at an exhibit entitled'Mimus' a giant industrial robot which has been reprogrammed to interact with humans during a photocall at the new Design Museum in South Kensington, London Electrification Guru Dr. Wolfgang Ziebart talks about the electric Jaguar I-PACE concept SUV before it was unveiled before the Los Angeles Auto Show in Los Angeles, California, U.S The Jaguar I-PACE Concept car is the start of a new era for Jaguar. Japan's On-Art Corp's CEO Kazuya Kanemaru poses with his company's eight metre tall dinosaur-shaped mechanical suit robot'TRX03' and other robots during a demonstration in Tokyo, Japan Japan's On-Art Corp's eight metre tall dinosaur-shaped mechanical suit robot'TRX03' performs during its unveiling in Tokyo, Japan Singulato Motors co-founder and CEO Shen Haiyin poses in his company's concept car Tigercar P0 at a workshop in Beijing, China A picture shows Singulato Motors' concept car Tigercar P0 at a workshop in Beijing, China Connected company president Shigeki Tomoyama addresses a press briefing as he elaborates on Toyota's "connected strategy" in Tokyo.

In many ways, we're close to a tipping point in the development of artificial intelligence technologies, with fleets of self-driving cars, hive drones, automated retail experiences, and more. Companies of every size now must grapple with how AI will affect and possibly eliminate their sector, and how they can adapt and leverage AI and machine learning (ML) to disrupt themselves before they get disrupted. While it's crucial for companies to start participating in the AI movement or risk getting left behind, it's important to do so strategically to ensure AI initiatives are truly helping to achieve ultimate business goals. AI-ML will make many of our day-to-day lives better and more productive by augmenting what we do already in much more accurate and efficient ways. Tech innovators like Uber, Google, and Facebook are making big bets on AI through acquisitions and internal organizational makeovers that make AI a strategic priority.

If you accept that business is always evolving, learning and changing then you won't be surprised by this forecast. Think the next wave of digital disruption. This makes mobile, big data and the cloud seem like old news. The competitive landscape of companies, markets and individuals just got very complex and interesting. Artificial intelligence, AI is the new competitive advantage.

AI is not a "platform," It's an enabling technology. Many "X-with-ML" startup business plans (where X is some category of software) …but not so simple. The Ironman Suit 4. Replacing Humans 4 Models (Not Equally Common Today) 7. Model #1: Tell Me Something New Improve customer experience Data: Collect surveys, reviews/social, transactions, call logs, etc. ML: NLP on customer interactions Insight Workflow: What (concretely) makes customers happy? Extract useful data from cheap, frequent satellite images ML: Computer vision to recognize, count, measure, track objects Find use cases: government, finance, oil & gas, etc. Improve construction efficiency Data: Collect timesheets, geo, cost codes, orders, notes, etc. ML: Computer vision to tag images, NLP on notes and orders Insight Worflow: What impacts our productivity? Problem--first: Data--first: 8. Model #1: Tell Me Something New Questions to Consider… Do you have advantaged access to the data?

Sudipta Mukherjee was born in Kolkata and migrated to Bangalore. He is an electronics engineer by education and a computer engineer/scientist by profession and passion. He graduated in 2004 with a degree in electronics and communication engineering. He has a keen interest in data structure, algorithms, text processing, natural language processing tools development, programming languages, and machine learning at large. His first book on Data Structure using C has been received quite well.

I thought this was a very well-written book on Deep Learning (DL). Java is (in my opinion) not the best language for teaching algorithms, but the example code is very readable. Like many DL books, the book focuses a lot on basic concepts and the math derivations behind them, so in that sense it is relatively undifferentiated from these books - however, it is is the only one that does so in Java. This is the only book I have read that has extensive coverage of pre-training (Deep Belief Networks, Restricted Boltzmann Machines, Denoising Autoencoders (DA), and Stacked DAs). Other "standard" networks such as Multilayer Perceptrons, Convolutional Neural Networks and Recurrent Neural Networks are also covered, about as well as other books I have read.

In February 1975, a group of geneticists gathered in a tiny town on the central coast of California to decide if their work would bring about the end of the world. These researchers were just beginning to explore the science of genetic engineering, manipulating DNA to create organisms that didn't exist in nature, and they were unsure how these techniques would affect the health of the planet and its people. So, they descended on a coastal retreat called Asilomar, a name that became synonymous with the guidelines they laid down at this meeting--a strict ethical framework meant to ensure that biotechnology didn't unleash the apocalypse. Forty-two years on, another group of scientists gathered at Asilomar to consider a similar problem. In January, the world's top artificial intelligence researchers walked down the same beachside paths as they discussed their rapidly accelerating field and the role it will play in the fate of humanity.

Customers should approach online reviews of health products with caution, say University of Aberdeen researchers. An analysis of clinical trial data and user-generated online reviews has shown that customers are prone to exaggerating the effects of weight loss and cholesterol treatments, especially when they have positive results. The researchers examined more than 1,600 Amazon.com The giant human-like robot bears a striking resemblance to the military robots starring in the movie'Avatar' and is claimed as a world first by its creators from a South Korean robotic company Waseda University's saxophonist robot WAS-5, developed by professor Atsuo Takanishi and Kaptain Rock playing one string light saber guitar perform jam session A man looks at an exhibit entitled'Mimus' a giant industrial robot which has been reprogrammed to interact with humans during a photocall at the new Design Museum in South Kensington, London Electrification Guru Dr. Wolfgang Ziebart talks about the electric ...