Robots are becoming an inevitable part of our future. But questions remain over whether the increased use of artificial intelligence will be a good thing for humanity. Now academics are becoming concerned that autonomous machines will break the law - and we will be powerless to stop them. Academics are becoming concerned about whether the autonomous machines will abide by the law - and if they don't, whether police would be able to control them, like in the 1984 film Terminator (pictured) If a robot unlawfully kills someone in the heat of battle, who is liable for the death? A report by the Human Rights Watch earlier this year highlighted the rather disturbing answer: no one.

As a beginner it is easier to get lost in the details and shear overwhelming nature of learning machine learning. More often the materials on blog posts and courses are often targeted at intermediates. But remember it is easier to get started without the math. You would still need the math, but it can come later. Below is a step by step guide to get started, but remember..

The 11th WiML Workshop is co-located with NIPS in Barcelona, Spain on Monday, December 05, 2016. The workshop is a full-day event with invited speakers, oral presentations, and posters. The event brings together female faculty, graduate students, and research scientists for an opportunity to connect, exchange ideas, and learn from each other. Underrepresented minorities and undergraduates interested in pursuing machine learning research are encouraged to participate. There will also be a panel discussion, a mentoring session and a pre-workshop dinner to discuss current research trends and career choices in machine learning.

Microsoft Corp. on Monday said it has agreed to buy Genee, a "smart" scheduling app, as the company continues its effort to embed AI in all of its digital experiences. Rajesh Jha, vice president of Microsoft's Outlook and Office 365 business, said in a blog post that the acquisition will help "further our ambition to bring intelligence into every digital experience" as it builds new Office 365 productivity capabilities and services. Powered by AI, Genee could be used to enhance Microsoft's own virtual assistant, Cortana, which competes with Alphabet's Google Now and Apple Inc.'s Siri. By reading users' emails, Cortana can track packages and set reminders based on location, and other tasks. With Genee, it would be able to automatically set up business meetings by recognizing key phrases in emails. Both Google Now and Siri can interact with calendars to coordinate meetings on command, said Mike Gualtieri, a principal analyst at Forrester Research.

Artificial intelligence is proving itself to be more than just a buzzword recently, especially when it comes to marketing. From IBM Watson to the rise and rise of chatbots, AI's not only becoming prominent in largescale marketing channels everywhere, but it's making headway in video advertising too, it would seem. That's at least according to video platform LoopMe, which has announced new optimisation and reporting technology, PurchaseLoop. The new product combines LoopMe's AI with third party brand research from Nielsen and On Device, to target users and moments which have shown the greatest likelihood of moving along the purchase funnel. Throughout each campaign, a sample of exposed users will be surveyed and benchmarked against a control to determine the campaign's ongoing performance against brand metrics like brand awareness, favourability or purchase intent.

Naturalist Charles Darwin believed the expanse of open ocean in the Pacific was an'impassable barrier' that separated species living on its east and west coasts. This, he argued, accounted for the differences seen in animals on each side of the ocean in much the same way as a mountain range or a desert may split habitats and lead to different species evolving on either side. Now researchers have proved him correct after showing that coral living in the eastern tropical Pacific are completely isolated from the rest of the ocean. Researchers have simulated how coral larvae spread across the Pacific Ocean using computer simulations. While coral themselves are invertebrates that form large static reefs fixed in place by their hard exoskeletons, they can spread by producing swarms of larvae that can colonise new areas.

You have a problem: Businesses all over the world are facing a serious issue. Employees are increasingly overworked, disengaged, and bogged down by inefficient processes. A Gallup poll of more than 80,000 workers found that just 31.5% described themselves as being engaged at work. The majority, 51%, say they're disengaged, and the final 17.5% reported actually being "actively disengaged." Legacy enterprise software is arguably one of the least engaging aspects of any job. However, many organizations have invested heavily in dated IT systems and will keep investing in their maintenance because those systems keep their business running, and any changes or upgrades would be incredibly costly and time consuming.

The blurring of the physical and digital worlds is creating new business opportunities for companies perceptive enough to embrace options including artificial intelligence (AI), machine learning and smart technologies. "Digital business is about more than technologies. It is about creating new business models and new ways to engage with customers, partners and suppliers in your business ecosystem," explained Betsy Burton, co-author of the report. Gartner defines a hype cycle as "a graphical depiction of a common pattern that arises with each new technology or other innovation." Burton estimates nearly 100 hype cycles will be produced over the course of this year, but noted that four major trends are dominating the technology landscape. Nexus Technologies, notably cloud, data, mobile and social, are all passing through or have already exited the Trough of Disillusionment.

Nasa has announced that it has found evidence of flowing water on Mars. Scientists have long speculated that Recurring Slope Lineae -- or dark patches -- on Mars were made up of briny water but the new findings prove that those patches are caused by liquid water, which it has established by finding hydrated salts. Several hundred camped outside the London store in Covent Garden. The 6s will have new features like a vastly improved camera and a pressure-sensitive "3D Touch" display

Tech giant Microsoft has acquired artificial intelligence (AI)-based scheduling service Genee that simplifies the scheduling and rescheduling of large group meetings for companies. Microsoft will integrate the AI technology into Office 365 before shutting down Genee. Co-founders Ben Cheung and Charles Lee, who plan to join Microsoft, started Genee in 2014 to simplify the time-consuming task of scheduling (and rescheduling) meetings. "It's especially useful for large groups and for when you don't have access to someone's calendar," Jha added. Genee uses natural language processing and optimised decision-making algorithms so that interacting with a virtual assistant is just like interacting with a human one.