When the time comes to discuss artificial intelligence (AI) integration in a particular business unit, you'd think the chief information officer (CIO) would be the obvious go-to person -- but it's the chief data officer (CDO) who should be on your radar. AI activity often falls under the care of the CDO because it involves using data, technology and analytics to make informed research and product decisions. There has been steady growth in CDO appointments in the past two years, and the role is coming of age in 2017, according to a recent Forrester report. In 2015, the global average of organizations with a CDO was 45 percent, and increased to 47 percent in 2016, the firm reports. Meanwhile, Gartner estimates by 2019, 90 percent of large organizations will have a CDO.

This can be seen by the fact that a single repeated word commonly triggers an endless repetitive cycle. For example, a single substitution error Germany beat Germany leads to the catastrophic Germany beat Germany beat Germany beat…, and not the less-wrong Germany beat Germany 2-0. Our solution for Problem 1 (inaccurate copying) is the pointer-generator network. This is a hybrid network that can choose to copy words from the source via pointing, while retaining the ability to generate words from the fixed vocabulary. Let's step through the diagram! This diagram shows the third step of the decoder, when we have so far generated the partial summary Germany beat. As before, we calculate an attention distribution and a vocabulary distribution. However, we also calculate the generation probability, which is a scalar value between 0 and 1. This represents the probability of generating a word from the vocabulary, versus copying a word from the source.

Little Nightmares is a side-scrolling adventure platformer that takes place in a 3D space. You take control of Six, a tiny, yellow raincoat-clad protagonist with an uncertain background as you attempt to escape a series of dire and dingy rooms and head towards the tantalizing bright lights of freedom. It oozes unique style, but also seems strangely familiar at the same time... The real draw of Little Nightmares is undoubtedly its art. The levels feel like a Tim Burton-esque diorama, and drip with bleak imagery, doing a superb job of crafting a terrible, depressing world.

Internet companies are readying for a showdown with telecoms and a Republican-controlled government over a policy near and dear to their hearts: net neutrality. Net neutrality basically prevents broadband providers from playing favourites or steering users toward (or away from) particular internet sites. Under rules enacted during the Obama administration, the likes of Comcast and Verizon -- which offer their own video services they'd very much like subscribers to use -- can't slow down Netflix, can't block YouTube, and can't charge Spotify extra to stream faster than Pandora. Broadband companies hate the net neutrality rules, and they have an ally in new Federal Communications Commission (FCC) chairman Ajit Pai, who has repeatedly called the regulations a mistake. Pai could launch the process of unwinding the rules as early as Wednesday, according to reports.

British lawmakers say a U.K. man killed by a Royal Air Force drone strike in Syria was an Islamic State group attack planner who posed a "very serious threat" to Britain. Parliament's Intelligence and Security Committee scrutinized the August 2015 strike that killed Reyaad Khan and two others. It was the first such drone strike acknowledged by the British government. Committee chairman Dominic Grieve said Wednesday that intelligence assessments left "no doubt that Reyaad Khan posed a very serious threat to the U.K." But he said lawmakers still had questions about ministers' decision-making, because some documents were withheld from the committee. Grieve said that was "profoundly disappointing."

In 2017, marketers can no longer afford to ignore the digital sphere. From web hosting to social media and mobile technology, there are simply too many ways to reach customers for marketers not to take interest. Why Marketers Need to Bring AI into their Digital Marketing Strategy, and its usefulness as a customer acquisition and retention tool is only likely to increase as time goes on. If you're wondering how to work AI into your digital marketing strategy, you'll want to understand a bit more about this technology and some of the most effective ways to apply it in the current era. One of the most important current manifestations of AI as a digital marketing tool is the chatbot.

A US man has been arrested for allegedly knocking over a security robot while drunk. The incident took place in a car park in Mountain View, California. The autonomous robot, called K5, suffered a number of scratches but is now back on patrol. The I.F.O. is fuelled by eight electric engines, which is able to push the flying object to an estimated top speed of about 120mph. 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.

A strange iPhone bug forces iPhones to stop working entirely. The bizarre issue doesn't appear to pose any immediate threat, and can only be done by someone who has access to the phone – unlike recent, more malicious issues like the ones that allow people to crash phones with just a text message. But it is certainly irritating and seems to work on all versions of iOS, and hasn't yet been fixed by Apple. The issue forces the iPhone to temporarily become useless. But once time has passed it will fix itself again, allowing the phone to come back to life.

Artificial intelligence (AI) software start-up Airts has landed a six-figure contract with accounting giant PwC for its system that helps to manage the workload of employees. The Edinburgh-based firm, which launched in 2013 and has an eight-strong team, is now preparing to roll out its software, dubbed Braid, to more clients across the UK and overseas on the back of the deal with the PwC service delivery centre in Poland. Its software aims to ease the burden on employers and staff of managing their workloads by using AI to automate schedules and allocate tasks depending on factors such as their capacity and skills. Chief executive and co-founder Andrew Bone said: "Major professional services firms like PwC constantly have to decide how best to allocate staff to client engagements in a way that balances the competing needs of the customer, the wellbeing of staff and, ultimately, the bottom line. Braid supports companies to overcome this challenge at scale by optimising the schedule as circumstances change." Airts, co-founded by chief technology officer Dr Alastair Andrew, has been supported by business accelerator programme Entrepreneurial Spark and last year raised £300,000 of seed investment from Scottish angel investors to fund its growth.

We are probably still quite some way off from seeing Artificial Intelligence (AI) replace doctors, but there are already lots of proven use-cases where AI is being used to augment the medical profession. One proven area is in medical imaging where AI and computer vision is helping with medical scan and imaging analysis to help support radiologists and other clinicians. One startup operating in this space is AIdoc Medical. The company has built what co-founder and CEO Elad Walach describes as an AI that can spot visual abnormalities in medical scans. The technology is designed to fit into a radiologist's existing workflow to help make their job more efficient.