This is a story about the future. Not the unhappy future, the one where climate change turns the planet into a cinder or we all die in a global nuclear war. This is the happy version. It's the one where computers keep getting smarter and smarter, and clever engineers keep building better and better robots. Plus they're computers: They never get tired, they're never ill-tempered, they never make mistakes, and they have instant access to all of human knowledge. Global warming is a problem of the past because computers have figured out how to generate limitless amounts of green energy and intelligent robots have tirelessly built the infrastructure to deliver it to our homes. No one needs to work anymore. Robots can do everything humans can do, and they do it uncomplainingly, 24 hours a day. Some things remain scarce--beachfront property in Malibu, original Rembrandts--but thanks to super-efficient use of natural resources and massive recycling, scarcity of ordinary consumer goods is a thing of the past. Our days are spent however we please, perhaps in study, perhaps playing video games. Maybe you think I'm pulling your leg here.

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

The next president will have a range of issues on their plate, from how to deal with growing tensions with China and Russia, to an ongoing war against ISIS. But perhaps the most important decision they will make for overall human history is what to do about autonomous weapons systems (AWS), aka "killer robots." The new president will literally have no choice. It is not just that the technology is rapidly advancing, but because of a ticking time bomb buried in US policy on the issue. In 2012, the Obama administration created Department of Defense Directive 3000.09, which sets policy on how the Pentagon handles the questions of this new technology.

Sure, the feds finally made it reasonably easy to get a drone pilot's certificate, but it's clear they still see unmanned aviation as a dodgy proposition. Among the many questions that come with any new tech is a basic limitation: The radio links and Wi-Fi that control the aircraft limit range to a few thousand feet, and aren't robust enough for reliable drone control over long distances. So the new rules, which took effect last month, limit drone use to visual line-of-sight operation, hamstringing operators interested in delivery, search-and-rescue, and remote-inspection operations. The solution may lurk in your own line-of-sight--on top of water towers and rooftops, or shrouded by poorly faked roadside "trees." Qualcomm Technologies and AT&T announced today they're collaborating to make wide-ranging drone operations reliable and safe, using current 4G LTE and future 5G networks.

Robots in Isaac Asimov's science fiction classic I, Robot are capable of independent thought, judgment, and action. His story begins when one overrides a direct verbal instruction and saves the life of an imperiled adult instead of an ostensibly doomed child. Some would find that choice morally reprehensible, and others would accept it because of the probabilistic outcomes; the robot determined that the child was far less likely to survive than the adult and made its own decision. Autonomous systems are already in trusted control of many automated services in health, transportation, and digital communications. Although today their reactive duties are often narrowly defined--such as re routing Internet traffic or forward -collision alerts systems in automobiles--increasingly, they will be capable of robustly detecting anomalous or potentially threatening behavior with greater speed and accuracy than expert humans.

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

Believe it or not, NASA used to utilize a decidedly creepy robot to test space suits meant for real-life astronauts. Now it can be yours if you so desire, as it's currently up for sale as part of RR Auctions' Remarkable Rarities Auction. The Power-Driven Articulated Dummy was designed specifically for NASA by the IIT Research Institute between 1963 and 1965 for the express purpose of testing space suits. Given the many hazards that utilizing a robot could avoid, NASA went with this robot to measure things like how much pressure was being applied by their space suits, what kind of internal pressure was being kept stable, and various other pieces of data integral to keeping astronauts safe in space. The robot could be adjusted between 5'5" and 6'2" to represent the typical American male, with nylon tubes acting as its circulatory system with oil flowing through it.

Based on the disturbing number of successful data breaches over the past few years, it's pretty evident that organizations are being overwhelmed by the growing number of threats. However, a new breed of security solution has sprung up, offering to apply machine learning to enterprise security. These tools deliver the ability to analyze networks, learn about them, detect anomalies and protect enterprises from threats.

Of the many misconceptions about machine learning, the idea that they can't be prejudiced is likely the most harmful. As stated by Moritz Hardt in How big data is unfair, machine learning is not, by default, fair or just in any meaningful way. Even though many researchers and practitioners have noted this repeatedly in the past, the message is still lost. It's not uncommon to hear variations of "algorithms don't have in-built bias" even when there is an entire field of research dedicated to fighting that very issue. To make this clearer, prejudice in machine learning will haunt us for years to come.

By 2020, the market for machine-learning applications will reach 40 billion, per IDC. The next time you see Democratic presidential nominee Hillary Clinton with an unflattering look on her face in a TV spot supporting GOP rival Donald Trump, it's all but certain you can attribute the ad creative to artificial intelligence. The Republican National Committee is using machine-learning software from Veritone, a 2-year-old player that just secured 50 million in funding. Designed to work with laser-fast precision, its audio-based system lets the RNC zip through all the publicly available times Clinton has spoken on TV, radio or online video to scoop up her angriest or oddest moments. The company is about to add a visual-sentiment feature, which will zero in on facial expressions and make cringe-worthy moments even easier to find.