Digital technology innovations and advancements, and our adoption of them, have changed us. We are different consumers, employers and employees. We have become mobile, impatient and demanding. We demand immediate, accurate and real-time responses. We use our technology not just for reading historic events and news, but also for predicting our future turn while navigating at 60 MPH.

Making AI models at the University of Southern California (USC) Center for AI in Society does not involve a clean, sorted dataset. Sometimes it means interviewing homeless youth in Los Angeles to map human social networks. Sometimes it involves going to Uganda for better conservation of endangered species. "With AI, we are able to reach 70 percent of the youth population in the pilot, compared to about 25 percent in the standard techniques. So AI algorithms are able to reach far more youth in terms of spreading HIV information compared to traditional methods," said Milind Tambe, a professor at the USC Viterbi School of Engineering and cofounder of the Center for AI in Society.

Among the tasks you can train a computer to perform is scanning the skies over the U.S. for the alarming number of surveillance and spy aircraft. The news web site BuzzFeed did just that, reporting this week that it employed a machine-learning algorithm to first recognize known spy planes, and then combine that model with a large set of flight-tracking data from a commercial web site. The AI project mapped thousands of surveillance flights operated by federal agencies over a four-month period, including a military contractor tracking terrorists in Africa that is also flying surveillance aircraft over U.S. cities, BuzzFeed reported. Flightradar24 gathers data from a network of ground-based receivers supplemented by Federal Aviation Administration receivers. The ground radars sweep up a flight data transmitted by aircraft transponders, including unique identifiers for each plane. The aerial gumshoes then used an algorithm called Random Forest (referred to on Github as randomForest, Random Forests, random-forest and variations of those names).

Most data turns out to have a greater value than the sum of the parts. There's a story about a global courier firm that said it saw a large drop off in its monthly orders at some point in 2007, not too long before the bottom fell out of the global economy. Traditional economic forecasting did not see an issue, but had there been some visibility into trade finance data at that time it would have shown many contracts had been cancelled, affording us some warning of what was ahead. Macro-economic forecasters and statistical analysts know that trade data provides the most precise window into the global economy there is. Trade finance data has always been a notoriously opaque part in the supply chain, but we are now seeing end-to-end digitisation, as a multitude of banks and software providers test out trade/supply blockchains and other digital platforms.

Heino Gevers, Customer Experience Director at Mimecast MEA, explains customer experience is the way a company tracks and organises every interaction between a customer, and the organisation throughout the customer lifecycle. Customer experience is becoming a competitive advantage as the business-consumer relationship shifts, Nicholas O'Connor, Strategic Business Development Consultant at hi.guru, adds. CX, as it is often termed, makes use of data to drive strategic imperatives and build loyalty, he says. Certified Customer Experience Professional and consultant Julia Ahlfeldt adds it costs six to seven times more to acquire a new customer than it costs to keep an existing one. "If companies choose not to embrace CX, they run the risk of delivering negative experiences, which erode loyalty. Over time, these companies will gradually lose favor with customers, and their market share will diminish as consumers vote with their feet."

The U.S. military says it conducted two drone strikes Thursday against Al-Qaeda-affiliated al-Shabaab fighters in southern Somalia. The results of the strikes were still being assessed, a statement from the U.S. Africa Command said. The strikes took place near the Banadiir region of Somalia, an area that includes the capital, Mogadishu, the statement said. "We continue to work in coordination with our Somali partners and allies to systematically dismantle al-Shabaab and help achieve stability and security throughout the region," the statement said. The strikes were carried out under new authorities that President Trump granted the Pentagon in March.

Armies of content moderators are working to scrub social networks of the worst content humanity has to offer -- violence, gore, hardcore sexual imagery -- and they can't keep up. The disturbing litany of murders, suicides and assaults have already become macabre technological milestones. These include Robert Godwin Sr., the 74-year-old father of nine and grandfather of 14 who was selected by a gunman at random and then murdered in a video posted to Facebook in mid-April. One week later, a man in Thailand streamed the murder of his 11-month old daughter on Facebook Live before taking his own life. The beating and torture of an 18-year-old man with intellectual and development disabilities was live-streamed on the service in January, and the tragic shooting death of two-year-old Lavontay White Jr. followed a month later on Valentine's Day.

Flyers may get a big discount off their flight tickets in the future, but there's a catch -- no pilot. Within the decade, several airlines could be on their way to rolling out pilotless flights, reports Fox Business. But, according to a new study conducted by Swiss bank UBS, consumers aren't as excited for the automated flights. Out of 8,000 people surveyed internationally, more than half said they would not be willing to travel in a pilotless plane, even if the ticket was cheaper. In the entire group, only 17 percent said they would fly on an unmanned flight.

Matrix factorization is one of the best approaches for collaborative filtering, because of its high accuracy in presenting users and items latent factors. The main disadvantages of matrix factorization are its complexity, and being very hard to be parallelized, specially with very large matrices. In this paper, we introduce a new method for collaborative filtering based on Matrix Factorization by combining simulated annealing with levy distribution. By using this method, good solutions are achieved in acceptable time with low computations, compared to other methods like stochastic gradient descent, alternating least squares, and weighted non-negative matrix factorization.

A new book shedding light on the top-secret life of a drone pilot in the US military is being turned into a film financed by Hollywood director Michael Bay. Drone Warrior: An Elite Soldier's Inside Account of the Hunt for America's Most Dangerous Enemies is a book following the nearly decade-long career of Brett Velicovich, a drone pilot with America's most elite military unit, Delta Force. Co-written by Pulitzer Prize winning former Wall Street Journal author Christopher S Stewart, the book charts Velicovich's career as he traveled across the world hunting down some of the United States' most wanted terrorists. Brett Velicovich, a former drone pilot with America's most elite military unit, Delta Force, has released a book detailing his time with the force Co-written by Pulitzer Prize winning former Wall Street Journal author Christopher S Stewart, the book charts Velicovich's career The book tells stories of Velicovich's time traveling the world and hunting down some of the United States' most wanted terrorists. He's pictured above with Somali forces in Burundi Featuring missions in Somalia, Burundi, Afghanistan and more, Drone Warrior pulls no punches in its portrayal of modern-day warfare, with Velicovich being particularly candid in his assessment of US military operations.