Machine learning, Tableau, and user experience design represented the fastest growing skills on freelancing platform Upwork during the third quarter of the year, a finding that makes sense in the context of the accelerating collection of data and the need to present it. "Companies are harvesting explosive amounts of data, and demand for machine learning specialists who can build adaptive algorithms and extract the value of this new data is increasing in turn," Upwork said in a statement. According to research firm CB Insights, over 200 companies focused on AI-related technology raised almost 1.5bn in funding in the first half of the year. And major tech companies like Apple, Facebook, Google, IBM, Microsoft, Oracle, and Salesforce made public commitments to AI-oriented products and services. Earlier this month, Upwork reported that the freelance workforce in the US grew from 53 million in 2014 to 55 million in 2016.

With mobile devices today having powerful processors and with broadband Internet becoming commonplace, the stage is set for a wave of surprisingly smart and always connected devices. So to help clear the air on what Artificial Intelligence really means, here's a handy guide: A field of software--the stuff that powers everything from your smartphone to your favourite chat app--that aims to make your digital experience'smarter', almost human-like The enabler of a whole new era of devices and services that will work with us humans more seamlessly--think smarter smartphones, intelligent homes that recognize our presence.

Artificial Intelligence (AI) is the skill of a computer program or a machine to think and learn, in other words mimic human's learning capability. Most of the older AI techniques are just boosted programming tactics nowadays. The major difference between normal'computer program' and AI is, in first case programmer is the one providing all the smartness to the system by programming it in as a World Model, and in lateral case the system learns by itself by referring past experience and training. In earlier AI techniques that were built in the beginning of AI evolvement, 'Real world modeling' approach was preferred. "Do not model the Real World; Instead, Model the Mind."

I had the honor to be one of the warmup acts for President Obama at the White House Frontiers Conference at Carnegie Mellon University in Pittsburgh. Here is the prepared text and slides from the talk I delivered there. As you'll see if you watch the video, what I ended up saying isn't exactly what I had written out in advance, but it is reasonably close. Hearing that Bob Dylan just won the Nobel Prize for Literature, how could I not begin this talk with his famous line, "Something is happening here, but you don't know what it is, do you, Mr. Jones?" The future is full of amazing things.

Clinically-led artificial intelligence (AI) company Deontics has appointed Nick Beard as a non-executive director, adding to its growing pool of strategic health, science, and technology expertise. Beard is a physician and former hospital chief information officer. Over a 30-year career, he has held numerous senior executive positions at leading electronic health records and clinical guidelines companies in both the US and UK. He will work closely with the Deontics executive team to help shape the future strategy of the company and the marketing of its state-of-the-art clinical pathways and decision modelling products into payer, provider and B2B healthcare IT markets. Based in Seattle, Nick was SVP of Strategy at Milliman Care Guidelines, sold to the Hearst Corporation; CMO at the Healthy Communities Institute, sold to Xerox Corporation, and CMO and VP of health informatics and product marketing at IDX, which was sold to GE for 1.2bn.

Newswire) Investorideas.com, a global news source and investor resource covering actively traded sectors announces it has added new distribution for the Investor Ideas Newswire with a new site hosted on the Grid https://thegrid.io/, a newly launched artificial website building company. Investor Ideas was one of the founding members and beta testers of the personal AI web developer. The Grid has finalized beta testing and recently went live, add new features and tools. "The site is still a work in progress for us as we get to wrap our heads and hands around the artificial intelligence that it provides but we felt that we wanted to test first- hand how this new technology works " said founder D. Zant of Investor Ideas. This is not another do-it-yourself website builder.

Autonomous robots can perform actions or complete tasks with a high degree of autonomy, which makes them ideal for applications such as space exploration or cleaning your living room carpet. Mobile robots are capable of moving from place to place. Researchers say a wearable tattoo can deliver accurate blood-alcohol level readouts to its wearer's smartphone. Put these capabilities together and you got a powerful machine that can handle lots of tasks in industrial environments such as factories, as well as in hospitals, hotels, and other areas. And, in fact, one of the more prominent trends in robotics today is the growing popularity of autonomous mobile robots (AMRs), with new vendors jumping into the market and sales on the rise.

An IPO legitimize TPaaS (Telco Platform as a Service.) Huge firms seek to corner "Big Data in the Cloud." Start-ups take command of "The Internet of Things." These highly-ambiguous terms have replaced "Mobile", "Social" and "Collaboration" in the word clouds of the Digital Age. They are shiny objects with great growth potential and transformative power.

A future chart-topping song may soon come from an algorithm. Sony Computer Science Laboratory (CSL) in Paris is developing a system of algorithms which can create songs that cater to the user's taste, based on styles adapted from existing music. The starting point of the song creation is a database of sheet music of more than 13,000 existing songs, from which the user can choose any number of titles with a sound or feel they would like the new song to incorporate. The algorithm analyses the songs' characteristics, and statistical properties related to rhythm, pitch and harmony. It will learn, for instance, which notes "go well" with a given chord, what chord is probable after a given chord, or which notes usually follow after a given note.

Most amputees use purely aesthetic prostheses. They find it difficult to accept a robotic limb that is not only by and large complicated to use but also has somewhat unnatural motion. Most of the models on the market today can only execute a few simple gestures, for example opening and closing the fist, and often in a very jarring way. Furthermore, users can't always properly control the magnitude of the movement, which adds a safety risk to the mixture. Scientists are therefore striving to bring prosthetic movements closer to those of the human body by using machine learning, a technique also used in artificial intelligence.