MIT SMR and Boston Consulting Group are collaborating on a new research initiative, Artificial Intelligence & Business Strategy, to explore the most important business opportunities and challenges for managers posed by AI. The field of artificial intelligence (AI) is finally yielding valuable smart devices and applications that do more than win games against human champions. According to a report from the Frederick S. Pardee Center for International Futures at the University of Denver, the products of AI are changing the competitive landscape in several industry sectors and are poised to upend operations in many business functions. MIT Sloan Management Review and the Boston Consulting Group have joined forces to find out. Our new research initiative, Artificial Intelligence & Business Strategy, explores the most important business opportunities and challenges from AI. Artificial intelligence covers a diverse set of abilities, much like Howard Gardner's breakdown of human intelligence into multiple intelligences.

Coders who can help machines communicate with people are in high demand. Software engineers who program computers to understand human speech saw U.S. demand for their labor grow faster than workers with any other skill, according to data from last quarter compiled by Upwork, a website that matches freelancers with employers. The skillset, called natural language processing, is what powers voice-activated virtual assistants like Apple's Siri and Amazon's Echo devices. "Voice surged to the scene in 2016," said Rich Pearson, a senior vice president of marketing at Upwork Global Inc. "I don't think any of us expected Echo to be as popular as it is." Freelancers who know natural language processing earned an average hourly rate of $123 per hour, and the total amount that they billed soared by 2300 percent last quarter from a year earlier.

For people who play the video game Counter Strike online, it's hard enough watching your back at the best of times. In the fast-paced first-person shooter, there are always players with quicker reflexes or a sharper eye. But at the height of its popularity a few years ago, people started to come up against other players with skills that were too good to be true. Games like Counter Strike and Half Life – another shooter that was very popular online – had a problem with players who used software cheats that steadied their aim or let them see through walls. So in 2006, when the stakes were raised by an online competition with cash prizes, an unusual pair of referees were called in.

Samsung has all but confirmed that its next flagship smartphone will feature an artificial intelligence assistant. The company has posted a vacancy on LinkedIn, for a Principal Program Manager who would be responsible for driving "the execution and delivery of Samsung's upcoming AI (Artificial Intelligence) assistant on the Galaxy S8." Though tech companies aren't averse to teasing the industry with misleading information ahead of major launches, the professional network isn't where you'd typically expect to find such a red herring. 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 ...

Robots are becoming more and more useful. Thanks to Carnegie Mellon's approach, robots could become even smarter by learning as a human would. Google is betting big on artificial intelligence. Robots have come a long way over the past decade or so, but they're still not as good at interacting with humans as they could be. In fact, robots still struggle to do some basic tasks. A team at Carnegie Mellon, however, is trying to fix that.

The goal of this object is to minimise spending attention to irrelevant details and spent time to the problem. Possible model types are continuous, binomial and multinomial. This class and corresponding functionality is object-oriented. This enables the user to focus on the statistics only, instead of paying attention to irrelevant details (how to partition the data, how to handle missing values, etc.). The most popular model classes are already available: generalised linear models (with a stepwise or lasso feature selection), support vector machines, decision trees and neural networks.

There's been a lot of hand-wringing about artificial intelligence and robots taking away jobs--by one recent estimate, AI could replace up to six percent of jobs in the U.S. by 2021. While most of those will be in customer service and transportation, a recent study suggests that at least one job requiring highly skilled labor could also be getting some help from AI: dermatologist. Susan Scutti at CNN reports that researchers at Stanford used a deep learning algorithm developed by Google to diagnose skin cancer. The team taught the algorithm to sort images and recognize patterns by feeding it images of everyday objects over the course of a week. "We taught it with cats and dogs and tables and chairs and all sorts of normal everyday objects," Andre Esteva, lead author on the article published this week in the journal Nature, tells Scutti. "We used a massive data set of well over a million images."

Sage has integrated its Pegg chat bot with Sage One, adding artificial intelligence technology to the company's cloud-based accounting software. The U.K.-based company is launching the capability in the U.S. first before marketing it in other countries. Sage showed off the technology last year during its Sage Summit conference in Chicago (see Accounting bot launched at Sage Summit). The bot, developed in collaboration with Gupshup, a San Francisco-based developer, uses AI technology to provide a "virtual accounting assistant." Pegg allows users to submit expenses and track receipts, and see who is late on paying an invoice, via mobile messaging apps such as Facebook Messenger and Slack. According to Sage, 20,000 customers in 110 countries have already begun using Pegg as early adopters since it launched six months ago.

As many jobs are disappearing to automation, the latest profession to also start seeing the future may be dermatology. Stanford University researchers have developed a deep convolutional neural network, an artificial intelligence technique for building a knowledge set, to learn how to spot suspect cancer lesions. Today this process is manual and prone to errors of subjectivity. Dermatologists simply look through a dermatoscope and judge based on their education and experience. The Stanford system was given 130,000 images of skin lesions simply labeled with previously established diagnoses that included more than 2,000 diseases.

Since everyone seems to be talking about the hottest trend -- artificial intelligence and machine learning -- broadly, 62 percent of large enterprises will be using AI technologies by 2018, says a report from Narrative Science. But why AI is considered to be the next big technology? Because it can enhance and change everything about the way we think, interact, manufacture and deliver. Last year, we saw a significant number of high-profile hacks targeting big organizations, governments, small enterprises, and individuals -- What's more worrisome? It's going to get worse, and we need help.