Yoshua Bengio, one of the leading figures behind the rise of deep learning, is launching a Silicon Valley-style startup incubator dedicated to this enormously influential form of artificial intelligence. The incubator, Element AI, will help build companies from AI research that emerges from the University of Montreal, where Bengio is a professor, and nearby McGill University, and he says this is just part of his efforts to develop an "AI ecosystem" in Montreal. Bengio says the Canadian city offers "the biggest concentration in the world" of academic researchers exploring deep learning, the breed of AI that now plays such an important role inside the likes of Google, Facebook, and Microsoft. "Element AI will help entrepreneurs get started in that high-growth area, with a team of experts--and my help--to steer those companies in the right direction," he says. According to Bengio, about 100 researchers are exploring deep learning at the University of Montreal and about 50 others are doing similar work at McGill.

Despite political discord, the American economy is doing well, Alphabet Executive Chairman Eric Schmidt said Thursday. "I think the math is the American economy is doing well, and the unemployment situation is [going] well, and if you're confused on that, visit Europe," Schmidt said. Schmidt spoke from the DealBook Conference in New York City, hosted by CNBC anchor and New York Times columnist Andrew Ross Sorkin and the editors of the Times. The conference focuses on "playing for the long term" in a business environment that's shackled to quarterly returns and compressed news cycles. After an election cycle that stoked arguments over the shrinking middle class and widening inequality, Schmidt addressed the role that information played in the political process.

LISBON, PORTUGAL: Artificial intelligence (AI) will one day take on decision making and planning, freeing up enterprise employees for more creative roles. Speaking at the Web Summit 2016 technology conference in Lisbon, Portugal on Tuesday, the executive said that the "robotic enterprise" is closer than we think -- with some roles already well on the way to being ran almost exclusively by machine learning (ML), AI and algorithms. One of today's biggest opportunities for IT to make an impact is by automating business processes, manufacturing, repetitive tasks, and more. Volkswagen has a total of three centers and research labs dedicated to researching AI applications and "taking AI into a completely different environment," according to the CIO. Each of these centers is working not only in the creation of connected car solutions, but also in developing AI systems for speeding up corporate processes -- all of which eventually becomes public domain. Hofmann says there are five main "stages" Volkswagen uses to define the application of AI technology in the enterprise market.

A dream is a succession of images, ideas, emotions, and sensations that usually occurs involuntarily in the mind during certain stages of sleep.[1] The content and purpose of dreams are not fully understood, though they have been a topic of scientific speculation, as well as a subject of philosophical and religious interest, throughout recorded history. The scientific study of dreams is called oneirology.[2] Dreams mainly occur in the rapid-eye movement (REM) stage of sleep--when brain activity is high and resembles that of being awake. REM sleep is revealed by continuous movements of the eyes during sleep. At times, dreams may occur during other stages of sleep. However, these dreams tend to be much less vivid or memorable.[3] The length of a dream can vary; they may last for a few seconds, or approximately 20–30 minutes.[3] People are more likely to remember the dream if they are awakened during the REM phase. The average person has three to five dreams per night, and some may have up to seven;[4] however, most dreams are immediately or quickly forgotten.[5] Dreams tend to last longer as the night progresses. During a full eight-hour night sleep, most dreams occur in the typical two hours of REM.[6] In modern times, dreams have been seen as a connection to the unconscious mind. They range from normal and ordinary to overly surreal and bizarre. Dreams can have varying natures, such as being frightening, exciting, magical, melancholic, adventurous, or sexual. The events in dreams are generally outside the control of the dreamer, with the exception of lucid dreaming, where the dreamer is self-aware.[7]

CBR looks at the'Artificial intelligence: an overview for policy-makers' report from the Government Office for Science. The UK government is driving the artificial intelligence agenda, pinpointing it as a future technology driving the fourth revolution and billing its importance on par with the steam engine. The report on Artificial Intelligence by the Government Office for Science follows the recent House of Commons Committee report on Robotics and AI, setting out the opportunities and implications for the future of decision making. In a report which spans government deployment, ethics and the labour market, Digital Minister Matt Hancock provided a foreword which pushed AI as a technology which would benefit the economy and UK citizens. "As one the world's leading digital nations, artificial intelligence presents a huge opportunity for the UK. Get this right, and we can create a more prosperous economy with better and more fulfilling jobs," Mr Hancock wrote in the report.

PayPal users who rely on the money transfer service's iOS app for all their electronic transactions can now use their voice to command the app on what to do. This is thanks to a new update that brings Siri integration to the mobile payments application for iPhones and iPads. In an online blog post for its users, PayPal Senior Director for Core Consumer Products Meron Colbeci stated that the company has found that around $41 billion was processed for peer-to-peer (P2P) transactions in 2015. Colbeci then added that the company is expecting over 17 million transactions in time for the holidays this month of December. Because of this projected number of transactions, PayPal is proud to present that its iOS 10 app will be accepting transactions this holiday season with the help of Siri.

The Rubik's cube was devised by Hungarian architect Erno Rubik more than 30 years ago, but he likely never envisioned his puzzle being cracked this quickly. A robot has this week solved a Rubik's cube in 0.637 seconds, at the Electronica Trade Fair in Munich, Germany. The machine, known as'Sub1 Reloaded' and developed by German tech company Infineon, was aided by one of the world's most powerful microcomputers. The machine, known as'Sub1 Reloaded' and developed by German tech company Infineon, was aided by one of the world's most powerful microcomputers The robot took a fraction of a second to analyse the cube and make 21 moves to solve the puzzle. Its time of 0.637 seconds beat the previous world record of 0.887 seconds, set by an earlier prototype of the same machine.

PayPal users can now send money to friends and family using just their voice, after the payment service announced it was to integrate into Apple's Siri. Siri is the voice-based virtual assistant embedded into the iPhone, and can be used to set reminders, answer questions and help with tasks. From today, PayPal said users running iOS 10 on their iPhone will be able to use commands such as'Hey Siri, send John £25 using PayPal' to transfer money as an alternative to using the official app. From today, PayPal said users running iOS 10 on their iPhone will be able to use commands such as'Hey Siri, send John £25 using PayPal' to transfer money as an alternative to using the official app Apple's software uses voice recognition so only the known owner of the device can use the voice commands. PayPal's Meron Colbeci said consumers in 30 countries would be able to use the new service.

The shape of multicoloured three-dimensional puzzle Rubik's Cube is not a trademark, the European Court of Justice has ruled. It means the shape of the cube alone is not enough to protect it from being copied. UK company Seven Towns, which manages Rubik's Cube's intellectual property rights, registered its shape as a trademark in in the 1990s. But German firm Simba Toys challenged the trademark protection in 2006. The European Court of Justice (ECJ) agreed that the cube's ability to rotate should be protected by a patent and not a trademark.

Science fiction has, for many years, looked to a future in which robots are intelligent and cyborgs are commonplace. The Terminator, The Matrix, Blade Runner and I, Robot are all good examples of this vision. But until the last decade, consideration of what this might actually mean in the future was unnecessary because it was all science fiction, not scientific reality. Now, however, science has not only done some catching up; it's also introduced practicalities that the original story lines didn't appear to include (and, in some cases, still don't include). What we consider here are several different experiments linking biology and technology together in a cybernetic way--essentially ultimately combining humans and machines in a relatively permanent merger.