A robot in Russia caused an unusual traffic jam last week after it "escaped" from a research lab, and now, the artificially intelligent bot is making headlines again after it reportedly tried to flee a second time, according to news reports. Engineers at the Russian lab reprogrammed the intelligent machine, dubbed Promobot IR77, after last week's incident, but the robot recently made a second escape attempt, The Mirror reported. Last week, the robot made it approximately 160 feet (50 meters) to the street, before it lost power and "partially paralyzed" traffic. Promobot, the company that designed the robot, announced the escapade in a blog post the next day. The strange escape has drawn skepticism from some who think it was a promotional stunt, but regardless of whether the incident was planned, the designers seem to be capitalizing on all the attention.

Machine learning is the automation of discovery, and it is responsible for making our smartphones work, helping Netflix suggest movies for us to watch, and getting presidents elected. But there is a push to use machine learning to do even more--to cure cancer and AIDS and possibly solve every problem humanity has. Domingos is at the very forefront of the search for the Master Algorithm, a universal learner capable of deriving all knowledge--past, present and future--from data. In this book, he lifts the veil on the usually secretive machine learning industry and details the quest for the Master Algorithm, along with the revolutionary implications such a discovery will have on our society. Pedro Domingos is a Professor of Computer Science and Engineering at the University of Washington, and he is the cofounder of the International Machine Learning Society. This Authors at Google talk was hosted by Boris Debic.

For industries that have relatively small data sets (less than a petabyte), a Specialized Deep Learning approach based on unsupervised learning and domain knowledge is needed.

Machine learning algorithms is one of the hot topic in today' s world. We are started our journey from Mainframe computers to PC and now in CLOUD computing. The definition says: Machine learning is a sub field of computer science that evolved from the study of pattern recognition and computational learning theory in artificial intelligence. In 1959, Arthur Samuel defined machine learning as a "Field of study that gives computers the ability to learn without being explicitly programmed" Supervised learning: This algorithm consist of a target / outcome variable (or dependent variable) which is to be predicted from a given set of predictors (independent variables). Un-supervised learning: In this algorithm, we do not have any target or outcome variable to predict / estimate.

Elon Musk has built cars and rockets. OpenAI - the artificial-intelligence research nonprofit cochaired by Tesla Motors CEO Musk and Y Combinator President Sam Altman - wants to build a robot for your home. Building a robot, OpenAI's leadership explains in a blog entry on Monday, is a good way to test and refine a machine's ability to learn how to perform common tasks. By "build," the company means taking a current off-the-shelf robot and customizing it to do housework. "More generally, robotics is a good test bed for many challenges in AI," reads the blog entry.

Seasoned travellers know how it happens--just one cancelled flight and you're done. If it's not a simple "there and back" journey, only one change in your schedule is capable of making all other flights, hotel bookings, and business meetings fall like dominoes. It can be a real bummer, unless you're Tony Stark with Pepper Potts as your secretary. Well, I'm not Iron Man, but for a few weeks, I've been something even better--a Mission Control user. So this time, when my flight was cancelled, it hardly left a ripple in my travel routine. When I woke up on the day of departure to find my flight cancelled, I received a notification on my phone offering me a few updated options for the whole trip--up to the final meeting.

This rather long read article from Nautilus does a great job on showing the current landscape of a quite new type of medical research aimed at curing aging and eventually curing death. It feels like the technology is almost here. The big players are getting interested in the research as they get older. The hype is getting real. Augmented humans that combine technology and biology, including apps for the brain and hard drives wired straight into people's veins are just around the corner, according to a business software company.

ARTIFICIAL INTELLIGENCE: Forget Doomsday AI--Google Is Worried About Housekeeping Bots Gone Bad Cade Metz Fast Company "Machines can't make the hard calls themselves yet, because they don't understand morality. But Ken Forbus, an AI researcher at Northwestern, is trying to fix that. Using a "Structure Mapping Engine," he and his colleagues are feeding simple stories--morality plays--into machines in the hope that they will grasp the implicit moral lessons. It'd be a kind of synthetic conscience." As the vehicle approaches a child runs out to retrieve the ball.

The announcement Monday is a new milestone for Chinese supercomputer development and a further erosion of past U.S. dominance of the field. Last year's Chinese winner in the TOP500 ranking maintained by researchers in the United States and Germany slipped to No. 2, followed by a computer at the U.S. government's Oak Ridge National Laboratory in Tennessee. Also this year, China displaced the United States for the first time as the country with the most supercomputers in the top 500. China had 167 systems and the United States had 165. Japan was a distant No. 3 with 29 systems. Supercomputers are one of a series of technologies targeted by China's ruling Communist Party for development and have received heavy financial support.

How do you make customer service effortless, fast and efficient? As a company whose mission is to provide the best possible self-service, we understand the good, the bad and where the industry is going. And we've also seen that most customers will self-serve over talk to an agent. Even Dave Pell avoids agents. But the customer service world is changing and now the hype is that Chatbots will be the self-service Holy Grail.