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

First Posted: May 06, 2016 10:50 AM EDT Tags Deep Learning, contextual deep learning, artificial intelligence, AI, RAGE Frameworks Contextual deep learning allows artificial intelligence machines to react in a more natural and intelligent way to the real-world auditory, visual or other type of data. Information for and about the digital publishing industry from the leading trade association dedicated to representing the interests of high-quality digital publishers before the advertising community, the press, the government and the public. Includes recent news and latest research on the industry, as well as membership information. Or you might imagine the disembodied voice of HAL, the recalcitrant computer that wouldn't open the pod-bay doors in '2001: A Space Odyssey,' the ... For those betting on the 142nd Kentucky Derby on Saturday, there are several ways to approach the strategy. Last year, Jimmy Fallon's puppies took a stab at it-and correctly predicted the winner, American Pharoah.

The White House Office of Science and Technology Policy has announced plans to co-host four public workshops to spur public dialogue on artificial intelligence and machine learning, and to learn more about the benefits and risks of artificial intelligence, according to Ed Felten, a Deputy U.S. Chief Technology Officer. These four workshops will be co-hosted by academic and non-profit organizations; two will also be co-hosted by the National Economic Council, with a public report later this year. The Federal Government also is "working to leverage AI for public good and toward a more effective government." A new National Science and Technology Council (NSTC) Subcommittee on Machine Learning and Artificial Intelligence will monitor state-of-the-art advances and technology milestones in artificial intelligence and machine learning within the Federal Government, in the private sector, and internationally; and help coordinate Federal activity in this space. The NSTC group also hopes to increase the use of AI and machine learning to improve the delivery of government services, especially in areas related to urban systems and smart cities, mental and physical health, social welfare, criminal justice, and the environment.

Cooperative decision-making under uncertainty is ubiquitous in natural systems as well as in engineering networks. Typically in a distributed cooperative decision-making scenario, there is assimilation of information across a network followed by decision-making based on the collective information. The result is a kind of collective intelligence, which is of fundamental interest both in terms of understanding natural systems and designing efficient engineered systems. A fundamental feature of decision-making under uncertainty is the explore-exploit tradeoff. The explore-exploit tradeoff refers to the tension between learning and optimizing: the decision-making agent needs to learn the unknown system parameters (exploration), while maximizing its decision-making objective, which depends on the unknown parameters (exploitation).

WASHINGTON – Top Republicans suggested on Sunday that Donald Trump needs more public policy schooling, particularly on foreign affairs, to earn the confidence of a fractured party and show he's ready to take on likely Democratic presidential nominee Hillary Clinton. "I think he's going to need to learn. He's going to need to understand really completely … how complex this world is," said Trump's top Senate ally and top foreign policy adviser, Sen. Jeff Sessions, R-Ala. To Rep. Tom Cole, R-Okla., Trump "is a work in progress," more so than most candidates. "Usually you know a lot more about a candidate because they've run for other things. And he does have a shoot-from-the-hip style."

The Defense Department of the United States is reportedly seeking entrepreneurial Silicon Valley bigwigs to build out the future of defense with the help of artificial intelligence technology. Can artificial intelligence (AI) be used as a defense armor? Well, the Defense Department of the United States is reportedly seeking entrepreneurial Silicon Valley bigwigs to build out the future of defense with the help of AI technology. With the emergence of artificial intelligence, Washington has sought the expertise of Silicon Valley's technology leaders. In fact, U.S. Defense Secretary Ashton B. Carter visited the Valley for the fourth time to talk about the importance of incorporating artificial intelligence in America's warfare weapons, New York Times notes.

Algorithms help us to choose which films to watch, which music to stream and which literature to read. But what if algorithms went beyond their jobs as mediators of human culture and started to create culture themselves? ANALYSIS: Ray Dalio, the founder of Bridgewater Associates, the largest hedge fund in the world, hired IBM's Watson programming team to incorporate artificial intelligence into the investment process. Later this year, I will be doing something similar, so stay tuned to learn more about this exciting endeavour. Sports excite people as a triumph of human effort.

It's a strong contender for the geekiest video ever made: a close-up of a smartphone with line upon line of numbers and symbols scrolling down the screen. But when visitors stop by Nicola Marzari's office, which overlooks Lake Geneva, he can hardly wait to show it off. "It's from 2010," he says, "and this is my cellphone calculating the electronic structure of silicon in real time!" Even back then, explains Marzari, a physicist at the Swiss Federal Institute of Technology in Lausanne (EPFL), Switzerland, his now-ancient handset took just 40 seconds to carry out quantum-mechanical calculations that once took many hours on a supercomputer -- a feat that not only shows how far such computational methods have come in the past decade or so, but also demonstrates their potential for transforming the way materials science is done in the future. Instead of continuing to develop new materials the old-fashioned way -- stumbling across them by luck, then painstakingly measuring their properties in the laboratory -- Marzari and like-minded researchers are using computer modelling and machine-learning techniques to generate libraries of candidate materials by the tens of thousands.

Driverless cars, drones and a proposed first commercial spaceport for the UK will feature in the Queen's speech.

Driverless cars, drones and a proposed first commercial spaceport for the UK will feature in the Queen's speech. The Department for Transport has said such cutting-edge technologies are crucial to the country's economy and that its proposals, to be unveiled on Wednesday, will help deliver jobs. Legislation will be introduced to enable driverless cars, already trialled in the UK, to be insured under ordinary policies. The government has said that the spaceport will be constructed by the end of the current parliament. The self-driving car market is currently growing at 16% a year and could be worth up to 900bn worldwide by 2025, while the port is part of the government's plan to raise revenues in the space sector from 12bn to 40bn by 2030, which would mean capturing about 10% of the sector worldwide.