Stephen Hawking has warned artificial intelligence could be the greatest disaster in human history if it is not properly managed. The world famous physicist said AI could bring about serious peril in the creation of powerful autonomous weapons and novel ways for those in power to oppress and control the masses. Hawking suggested AI could be the last event in the history of our civilisation if humanity did not learn to cope with the risks it posed. But the cosmologist and professor also said AI could have great benefits and potentially erase poverty and disease. Actress Gemma Arterton attends'Their Finest' Mayor's Centrepiece Gala screening during the 60th BFI London Film Festival at Odeon Leicester Square Actress Nicole Kidman attends the'Lion' American Express Gala screening during the 60th BFI London Film Festival at Odeon Leicester Square A woman holds up a Prince symbol during the Prince Official Tribute concert at Xcel Energy Center in St. Paul, Minnesota Chaka Khan perform during the'Official Prince Tribute-A Celebration of Life and Music' concert at Xcel Energy Center in St Paul, Minnesota Jessie J performs during the'Official Prince Tribute-A Celebration of Life and Music,' concert Nicole Scherzinger, former lead singer for the Pussycat Dolls, performs during a tribute to late musician Prince, at the Xcel Energy Center in St. Paul, Minnesota U.S. Democratic presidential nominee Hillary Clinton sits with Ellen DeGeneres of the Ellen Show in Burbank, Los Angeles, California Writer/film subject Jonas Mekas takes part in a Q&A following the'I Had Nowhere To Go' screening Writer/film subject Jonas Mekas and film critic Amy Taubin take part in a Q&A following the'I Had Nowhere To Go' screening during the 54th New York Film Festival at The Film Society of Lincoln Center Gina Miller arriving at the High Court in London, where she is leading a legal challenge over Theresa May's right to trigger article 50 without a vote in Parliament Director Paolo Sorrentino and Jude Law walk the red carpet at'The Young Pope' premiere at The Space Cinema Actress Michelle Williams attends the'Manchester By The Sea' International Premiere screening during the 60th BFI London Film Festival at Odeon Leicester Square Ellie Goulding joins'Nike Training Club' at Nike Sydney in Sydney, Australia Bono and Larry Mullen Jr. of U2 perform during the UCSF Benioff Children's Hospital benefit concert at the Cow Palace in San Francisco, California "We spend a great deal of time studying history, which, let's face it, is mostly the history of stupidity. So it's a welcome change that people are studying instead the future of intelligence," Hawking said at the opening of the Leverhulme Centre for the Future of Intelligence (LCFI) at Cambridge University on Wednesday.

PicScout, a wholly owned subsidiary of Getty Images, has today announced a new strategic direction and expanded product offering focused on visual insights. Using innovative methods of artificial intelligence and machine learning Insights for Business and Insights for Everyone provide detailed intelligence taken from visual content for customers ranging from consumers through developers, to businesses of all sizes. Drawing on years of experience in intelligent data gathering and image analysis, PicScout has released this expanded product line as part of a new strategic direction focused on visual analytics. Acquired by Getty Images in 2011, PicScout originally focused on identifying image use, metadata and licensing information on the web. "Driven by the increasing use of smartphones, people today are more visually literate than ever. In our image-saturated world, the demand for authentic quality imagery that tells a story and cuts through the clutter is greater than ever," said Uri Lavi, General Manager PicScout.

All Telsa cars'from here on out' will be built with full autonomous capability - including the Model 3, Elon Musk announced tonight. In a press call today, the Tesla CEO said'all of the cars we make are shipping with level five hardware with full self-driving capability.' Musk claims the technology will soon enable'full autonomy all the way from LA to New York,' saying this would be achieved'without the need for a single touch.' According to the firm, Model S and Model X vehicles with the new hardware are'already in production.' Models with the new self-driving capabilities will have eight cameras, rather than the four in the simpler autopilot vehicles. All Teslas being produced, including the Model 3, are now being built with full autonomous capabilities. Model S and Model X vehicles with the new hardware are'already in production.' System will have eight cameras with 360 degree visibility around the car at up to 250 meters of range.

Just as you might store birthday cards separately from bank statements, the brain keeps nice and nasty information in different places. A new study reveals pleasant experiences are stored in one part of the amygdala - an important memory centre in the brain – while unpleasant ones are housed in another. The researchers say that the discovery of this'filing system' could lead to a'cure for depression' in the future. The study reveals pleasant experiences are stored in one part of the amygdala - an important memory centre in the brain - while unpleasant ones are housed in another. The researchers say that the findings could lead to a'cure for depression' in the future (stock image) To identify the'negative' and'positive' neurons, researchers exposed male mice to an electric shock to the foot – a nasty experience - or the company of a female mouse - a nice experience.

In the run-up to important exams, you can find yourself worrying that all the information you've crammed in might not stay in your memory. But it appears that the answer to retaining information may lie away from the books. New research has shown that going for a run can improve the chances of remembering information in exams. In the study, the researchers asked 60 men aged 16-29 to memorize a range of information, from learning a route on a city map to memorizing German-Turkish word pairs. They were then split into three groups: one group played a violent computer game, one went for a run and one spent time outside.

"Although remarkable progress has been made in the field of computer vision, the vast majority of both these theories and technologies have yet to transition to the real automotive world, where you have a huge variety of road infrastructure, side buildings, road signs, vehicles, and most importantly, human driving behaviors," stated Nexar co-founder and CTO, Bruno Fernandez-Ruiz. "At Nexar, we've assembled a first class technical team dedicated to propelling the automotive industry into the future using deep learning. Alongside fellow industry leaders participating in the BDD Consortium, the Nexar team will apply its rapidly expanding data network and industry know-how to infuse state-of-the-art deep learning techniques for the optimal and safest driving experience." Since its launch in February 2016, Nexar has tracked upwards of 20 million miles and recorded more than a half-million instances of driving incidents worldwide. This has provided the company with a large and diverse panel of data of real-world driving conditions, a databank that continues to expand every day and serves as a vital resource for the future success of the autonomous car industry.

I had thought my job was safe from automation--a computer couldn't possibly replicate the complex creativity of human language in writing or piece together a coherent story. I may have been wrong. Authors beware, because an AI-written novel just made it past the first round of screening for a national literary prize in Japan. The novel this program co-authored is titled, The Day A Computer Writes A Novel. It was entered into a writing contest for the Hoshi Shinichi Literary Award.

Donald Trump refused to guarantee that he would accept the result of the US election if he loses, in a fiery third and final presidential debate in which Hillary Clinton accused her Republican rival of being a "puppet" of Russian President Vladimir Putin. According to a YouGov poll, 49 per cent of respondents said Mrs Clinton won the debate, while 39 per cent thought Mr Trump the victor. Here is what FT readers thought. Airbnb faces fight for survival in NYC Governor Andrew Cuomo is preparing to sign a bill that would in effect end the home-sharing company's business in New York City. The San Francisco-based company has waged a last-minute campaign to thwart the law, which would impose fines of up to 7,500 on any host who advertised short-term accommodation through Airbnb.

With the development of the big three technologies--Internet of Things (IoT), the cloud and big data--too much information is a reality today. Working with this information to identify or predict a problem and to decide on a solution can be very difficult, but machine learning will help. Machine learning and artificial intelligence (AI) are developing along with the big three technologies, and machine learning is likely to be a big hit on the factory floor. It will help end users, machine builders and integrators to solve problems from the enterprise level down to the machine and process levels. The IoT solutions are great at getting connected and producing data, but without machine learning or other automated learning techniques, these solutions are limited as the huge amount of data drowns its effective use.

Submission: December 12, 2016 Notification: December 21, 2016 Camera ready: January 9, 2017 Workshop: February 21, 2017 Website: http://www.cs.put.poznan.pl/maltesque/ The aim of the workshop is to provide a forum for researchers and practitioners to present and discuss new ideas, trends and results concerning applying ML to software quality evaluation. We expect that the workshop will help in (1) validation of existing and exploring new applications of ML, (2) comparing their efficiency and effectiveness, both among other automated approaches and the human judgement, and (3) adapting ML approaches already used in other areas of science.