Since the 2013 Target breach, it's been clear that companies need to respond better to security alerts even as volumes have gone up. With this year's fast-spreading ransomware attacks and ever-tightening compliance requirements, response must be much faster. Adding staff is tough with the cybersecurity hiring crunch, so companies are turning to machine learning and artificial intelligence (AI) to automate tasks and better detect bad behavior. In a cybersecurity context, AI is software that perceives its environment well enough to identify events and take action against a predefined purpose. AI is particularly good at recognizing patterns and anomalies within them, which makes it an excellent tool to detect threats.

Earlier this month, the Transportation Department published notices requesting comments to identify barriers to innovation including one from NHTSA, two from the Federal Transit Administration to address autonomous bus technology and barriers and one from the Federal Highway Administration to address autonomous infrastructure technology. Chao said more are planned.

Egyptians call them "emperors", and, every night, millions tune in to watch them lecture, entertain and rant their way through hours of television output. However, the very entertainers people love to watch are also widely recognised as by-products of a state of censorship that has become synonymous with Egyptian media - by-products and hosts on the front lines of Abdel Fattah el-Sisi's government's propaganda efforts. The government has created an environment where disbursement of information, unless it is tightly controlled by the government, is all but impossible. "One of the key aspects of these talk shows is the way they whip out a sense of national emergency," says Marwan Kraidy, director at the Center for Advanced Research in Global Communication. "They react in a very emotional, sensationalistic way to very atrocious events. You not only support the government. You bend over backwards, so to speak. So, dissidents, political prisoners are typically vilified, they are portrayed as enemies of the nation. "And if you portray anybody as an enemy of the nation in a time of emergency," continues Kraidy, "what you're saying is'it's okay to jail them, it's okay to beat them up.' And, in some cases, 'it's okay to kill them.'" Most hosts understand that toeing the line may be overlooked - although not recommended - but are very well aware of the consequences that await them should they cross the unspoken red line set out by the Sisi government. Criticism of the president, the military and/or intelligence services are all off limits. One such journalist who didn't heed the general warnings and guidelines was Ibrahim Eissa. "Ibrahim Eissa is sort of the type of muckraking, investigative journalist who's not afraid of speaking truth to power.

In my yearlong quest to find the perfect underlying blockchain foundation to build my new software platform funded by the U.S. Department of Energy (DOE) and targeted for mission critical cyber-physical systems, I was lucky enough to be introduced by a friend to industry veterans and Swirlds founders, Mance Harmon and Leemon Baird. Mance explained that the both of them share my deep interest in AI, machine learning, and recently blockchain technologies. When Mance told me that Leemon had invented a new consensus algorithm based on distributed ledger technology, I became very intrigued to say the least, based on their incredible backgrounds in the software industry as well as academic achievements. Leemon Baird has a PhD in Computer Science from Carnegie Mellon University and has built and sold several successful companies. Mance Harmon has a Masters Degree in Computer Science and has held significant roles at Ping Identity.

Layla Moran has been an MP for about six months so naturally she thinks it's "ridiculous" that she is already being talked about as the next Lib Dem leader. But 10 years as a maths teacher is enough for her to at least partly understand what lies behind the speculation. "Well, there are only 12 of us [in Parliament] aren't there," she says, laughing. "Not that many to pick from. But I've only been here five minutes. That it is Layla Moran's name and no one else's doing the rounds is because she is articulate, extremely intelligent, easy company, and she absolutely screams Lib Dem. She is young (she's 35), she's a teacher, she's got a constituency full of academics in Oxford West and Abingdon, she has a Palestinian mother and a father who was a diplomat for the EU (she spent Christmas in Brussels, obviously). But what political people know that perhaps the population at large does not is that Lib Dems do not pull their punches, and she doesn't either. She thinks, "Michael Gove was one of the worst things to ever happen to the education system in this country," she says. She thinks, "David Cameron is the worst Prime Minister this country has ever had." Pleasingly, Moran is not a fully combat-trained politician yet. So when I ask her whether she has her eye on the top job, she replies, "You say that like it's a foregone conclusion that anyone would want to be Lib Dem leader." In the recent leadership "election" only one candidate stood, Sir Vince Cable, and he has almost stopped bothering to disguise the fact he wants to retire. Even so, this is still not a view that a political party's rising star is meant to say out loud. Someone should want to do it, but I decided to be an MP for a very specific reason. But there are concrete reasons that large parts of the party faithful are quietly gathering behind the Moran banner. No small cause is her election victory itself. Oxford West and Abingdon used to be solid Lib Dem, before turning marginal more recently. Moran surprised everyone, not least herself, by turning over a 9,500 majority against a well liked Conservative candidate, Nicola Blackwood. "Oh I was very surprised," she explains. We weren't aware of where the wind was blowing. It really wasn't until 4am that we were sure. At that point I was giving interviews about how great it was to come so close."

PARIS (Reuters) - The French government aims to broaden its powers to block foreign takeovers of French companies deemed as strategic, to also include firms involved in data protection and artificial intelligence ('AI'), the finance minister said on Friday. Bruno Le Maire said he wanted the two sectors to be added to a 2014 decree requiring foreign companies to get permission from the French state before taking control of firms in the energy, telecoms, transport, water and the health industries. "I think that when you look at current economic trends, there's a certain number of sectors that could be added to this decree," Le Maire said on BFM TV. Do we really want investors to market our data? I'm thinking about artificial intelligence, a very sensitive sector that we want more investment in," he added.

Panasonic may be best known for consumer electronics, but it has started moving into high-tech urban design in recent years. The company is now building "smart city" infrastructure near Denver, Colorado, with the goal of turning the area into a "smart city" by 2026. The initiative is part of a larger Panasonic program Panasonic called CityNow. Although the definition of a "smart city" varies depending on who you ask, the term typically describes a metro area that prioritizes the use of technology in its infrastructure. On a 400-acre swath of empty land near the Denver Airport, the company has installed free WiFi, LED street lights, pollution sensors, a solar-powered microgrid, and security cameras.

The center is only about a year old, but it has already built important capabilities. Its goal is not basic research, but improving clinical practice within the two hospitals and the healthcare system in general. According to the CCDS Executive Director, Dr. Mark Michalski, in order for this technology to actually affect care there are several key prerequisites: Industry partnerships: For-profit companies dominate both the medical technology and information technology industries, so it's important for a research center to have beneficial collaborations with external firms. Early in its short history, the CCDS established a ten-year collaboration with GE Healthcare, a major producer of medical imaging equipment that is now headquartered in Boston. This strategic partnership will focus on two major areas. The other area is to identify and develop applications that span radiology, pathology, and population health.

WHY is productivity growth low if information technology is advancing rapidly? Prominent in the 1980s and early 1990s, this question has in recent years again become one of the hottest in economics. Its salience has grown as techies have become convinced that machine learning and artificial intelligence will soon put hordes of workers out of work (among tech-moguls, Bill Gates has called for a robot tax to deter automation, and Elon Musk for a universal basic income). A lot of economists think that a surge in productivity that would leave millions on the scrapheap is unlikely soon, if at all. Yet this year's meeting of the American Economic Association, which wound up in Philadelphia on January 7th, showed they are taking the tech believers seriously.

The fast-changing, uncertain and ambiguous environments that organisations operate in today, requires organisations to re-think all their internal business processes and customer touch points. In addition, due to the availability of emerging (information) technologies such as big data, blockchain and artificial intelligence, it has become easier for startups to compete with existing organisations. Often these startups are more flexible and agile than Fortune 1000 companies and they can become a significant threat if not paid attention to. Therefore, focusing purely on the day-to-day operation is simply not and organisations have to become innovative and adaptive to change if they wish to remain competitive. The key characteristic of these new startups is that they are, at its core, a data company, regardless of the product or service they offer.