As the fourth industrial revolution gathers pace, business leaders need to start addressing how AI and automation will impact their business and workforce. Emerging technologies are fundamentally disrupting how we live and work, and their future impact cannot be ignored. Only half of UK CEOs are currently addressing the impact of artificial intelligence (AI) or automation on their organisation, according to PwC's 20th CEO Survey, published at the World Economic Forum in Davos. This puts the UK behind countries such as Germany, the US and China in responding to how emerging technologies will redefine businesses. Only just over a quarter of UK bosses say they are considering the impact of AI on their future skills needs, compared to almost 40% of CEOs worldwide.

The rise of e-commerce over the last 10 years or so has forced retailers to adapt to the changes demanded by consumers. E-commerce growth continues to accelerate and outpace growth in the brick-and-mortar channel, and online sales accounted for almost 20% of total US sales this holiday season, based on preliminary estimates. In addition, department stores have offered discounts and promotions as a key tool to drive demand and bring consumers into stores. Over time, this strategy can dilute a store's brand and leave stores looking picked through. Also, it trains consumers to wait for discounts instead of buying products at full price. There has been a significant number of store closures in the last few years, and we expect that to accelerate in 2017 and in the following few years. As the department store channel shrinks, and more brands fight for less space, we think brands will need to be more creative, flexible and diversified in their approaches. One way brands can disrupt the more traditional wholesale channel without taking on the significant real estate risk that comes with opening their own stores is to open pop-up stores. With pop-ups, brands have complete creative control of the brand experience and how their messaging is communicated to consumers. They can tell the story they want to tell and explain in their own voice what the brand stands for. In some cases, brands use pop-ups more as an advertising tool than as a place to transact commerce. These kinds of pop-ups usually offer some kind of special experience to draw consumers into the store. Pop-ups can also be set up in locations other than malls, allowing brands to reach their target customers where they are. Retailers and brands can also use pop-ups to test the waters in the most expensive shopping areas, often at discounted rents, while landlords can use the temporary stores to show off the space to prospective long-term tenants. Mall operators are receptive to pop-ups, as they bring something new and unique to consumers. Real estate firm Related Companies has used pop-up shops at the Time Warner Center in New York City to provide a fresh feel and add variety for consumers.

Exciting new details about Bixby, the virtual assistant set to debut on Samsung's upcoming Galaxy S8, have emerged in a new report. According to SamMobile, Samsung's answer to Siri and Google Assistant will be able to leverage the handset's camera in order to identify real-world objects. The camera app on the S8 is said to feature a dedicated Bixby button, which will launch a search tool capable of recognising any object the camera happens to be focused on. From there, you'll be able to track down the item online and even purchase it, which could prove a dangerously convenient feature for shopaholics. 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.

Note - Some parts of this post requires some familiarity with basics of Machine Learning. DoctorC has been doing diagnostics for 3 years now. We have gone from running operations on spreadsheet to end to end automated systems which handle everything, from placing an order, to delivery of reports. We also store all reports and some report values for our customers so that they can easily access their medical history from anywhere. A few months ago, we started an initiative to see if we can apply ML on our data and get some useful applications out of it.

Headhunter Casey Abel spent four months trying to hire a data center architect for a Japanese automaker, including five meetings with the client -- one with the top executive. In the end, the IT specialist joined an e-commerce company abroad for significantly more money. "There's just a massive mismatch in salaries," said Abel, managing director at recruiter HCCR K.K., who has spent as long as a year trying to land some IT candidates. "You've got some engineers making ¥20 million ($170,000) a year. Then you try to fit them in the traditional manufacturer-based salary structure" where it should be between ¥7 million and ¥9 million. Attracting the best information technologists is becoming increasingly important for Toyota Motor Corp., Honda Motor Co. and Nissan Motor Co. as they seek a bigger share of revenue from IT-driven services such as ride-hailing and cloud-based monitoring of vehicles.

PARIS Just as IBM's Deep Blue showed the world a computer can play chess as well as a human master, Eduardo Reck Miranda, a researcher for the Sony Computer Science Laboratories Inc., aims to demonstrate a computer program able to compose original music. So far, neural networks have succeeded in imitating distinct musical styles, but truly original compositions have remained elusive. Miranda is tackling that problem with an orchestra of virtual musicians called agents that interact to compose original music. "From the viewpoint of a composer, I can hardly say that our agents are composing music at this stage," Miranda acknowledged. Instead, he said, "the breakthrough in this work is the action of collective machine learning for generative music systems."

The domain of computer chess playing is suggested as a general means for quantifying the distance by which we have not yet achieved our stated objectives in artificial intelligence. The game of chess traditionally has been considered, at least in Western societies, as the epitome of intellectual skill and accomplishment. Herbert Simon and later John McCarthy, among the cofounders of AI, have referred to chess as the Drosophila of AI, speaking metaphorically about the importance for genetics of Thomas Morgan's early research with fruit flies, for which he won the Nobel Prize in 1933. This metaphor is appropriate, since the quantification of human chess play has been institutionalized over the last 40 years by giving every tournament player a numerical rating, a metric that also can be used to measure progress in machine performance. In 1993, world champion Gary Kasparov unilaterally created his own world chess organization (The Professional Chess Association or PCA) with the aim of displacing The International Chess Federation (FIDE), which traditionally has supervised tournaments for the world title.

The hugely popular Meitu beauty app also seems to be doing something very, very ugly. The Chinese app has been around for years but rocketed in popularity in America and elsewhere this week after people started sharing photos of themselves taken with it. The app performs a "makeover" on pictures of its users, brightening up and re-shaping their faces and eyes and changing their hair. The app can do things like read a person's messages, see where they are all the time and look through their contacts – and it's not clear what the company is doing with 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.

The first step of the partnership will see Nuritas, a biotech and R&D start-up that uses artificial intelligence and new technologies for the discovery of novel food and health ingredients, grant an exclusive royalty-based license to BASF to commercialise one of its existing peptides. A second part of the deal will focus on the discovery of new functional peptides, based on health areas that are strategically important to BASF, using Nuritas' technological expertise and AI platform. According to BASF, peptide networks of focus in the collaboration will be natural, food-derived, patented and of significant benefit to health – including peptides that bring about anti-inflammatory responses. "Cooperating with an innovative and agile start-up like Nuritas enables us to further expand our already broad portfolio of health solutions," commented Saori Dubourg, head of BASF's Nutrition & Health Business. Nuritas' unique platform combines DNA analysis and artificial intelligence (AI) to predict, unlock, and validate peptides from natural sources.

BENGALURU: Infosys has "released" 8,000-9,000 employees in the past one year because of automation of lower-end jobs, the company's human resources head Krishnamurthy Shankar said. He said these employees are now working on more advanced projects. "We have been releasing about 2,000 people every quarter and also training them in special courses that will help them in their new assignments," Shankar said on the sidelines of an event organised by the Bengaluru chapter of Global Shapers, a body backed by the World Economic Forum. Shankar, who joined from Philips in 2015, added that with automation set to increase in intensity, the number of people it hires will come down over time. It's actually coming down already, though all of it may not be a reflection of automation and is likely also to be the result of the company not doing as well this fiscal as it expected.