With the advent of photography, a tiny fraction of 19th-century scientists believed they could develop methods of accurately identifying criminals by their facial features. While their hypotheses were eventually discredited, new artificial intelligence technology suggests their claims might've been valid after all. Xiaolin Wu and Xi Zhang from Shanghai Jiao Tong University in China have resurrected this facial recognition tradition and built a neural network that can supposedly pick out criminals by simply looking at their faces. Gary Vaynerchuk was so impressed with TNW Conference 2016 he paused mid-talk to applaud us. To accomplish this, the researchers used an array of machine-vision algorithms to examine a series of facial juxtapositions between photos of criminals and non-criminals with the goal of finding out whether a neural network can reliably tell them apart.

Diagnosing medical conditions is among the more classic examples of actually useful, achievable real-world machine learning. Machines have data, lots of it, and they have the capacity to process all of that data in ways that humans can't. Crucially, machines should be able to pick up on-the-edge cases, the rarest diseases that may go undiagnosed for simple lack of experience on the part of even the most exceptional doctors. Here, machines are to augment humans, rather than replace them. To this end, a group of Chinese ophthalmologists and computer scientists has demonstrated a machine learning algorithm for identifying congenital cataracts, a rare eye disease that's nonetheless responsible for some 10 percent of all vision loss in children worldwide. The algorithm was able to catch the disease with accuracies exceeding 90 percent, putting it on par with individual human ophthalmologists.

SANAA – Yemeni security and tribal officials say a suspected U.S. drone strike killed two al-Qaida militants on Monday, a day after a U.S. raid killed three senior leaders of the group. They say a missile strike in the central Shabwa province hit a car used by militants coming from Bayda province, where the U.S. raid took place. The officials spoke on condition of anonymity because they are not authorized to talk to reporters. Around 30 other Yemenis are believed to have died in the U.S. raid, including women and children. A U.S. soldier was killed and three others were wounded in the gunbattle, while another three U.S. soldiers were wounded in the "hard landing" of an MV-22 Osprey aircraft at a staging area in Yemen.

My mother began to lose her hearing while I was away at college. I would return home to share what I'd learned, and she would lean in to hear. Soon it became difficult for her to hold a conversation if more than one person spoke at a time. Now, even with a hearing aid, she struggles to distinguish the sounds of each voice. When my family visits for dinner, she still pleads with us to speak in turn. My mother's hardship reflects a classic problem for hearing aid manufacturers.

AI has improved manifold in last few years. It Seems like soon the Robotics & Automation will be things of past and AI will take over. Most of the people are aware, about AI used by Google for search and other applications, Apple for SIRI, Amazon for Alexa, Facebook for Image recognition, Netflix for content recommendation etc. Now we are reaching a stage where AI tools like Watson implementation has started and some companies have started claiming the benefits. These successful implementations will follow a surge in implementations in similar fields and definitely loss of few jobs.

President Donald Trump's executive order on immigration and green card holders from several majority-Muslim countries earned widespread response this weekend with protests and legal action. Among game industry companies and developers, their response was similarly vocal. In a statement, industry trade group the Entertainment Software Association strongly came out against the order. "The Entertainment Software Association urges the White House to exercise caution with regard to vital immigration and foreign worker programs. As a leading force in technology and exporter of entertainment, the U.S. video game industry thrives on the contributions of innovators and storytellers from around the world," the Software Association's statement said.

FOSS is an acronym for Free and Open Source Software. The FOSS 2013 survey primarily targets FOSS contributors and relevant anonymized dataset is publicly available under CC by SA license. In this study, the dataset is analyzed from a critical perspective using statistical and clustering techniques (especially multiple correspondence analysis) with a strong focus on women contributors towards discovering hidden trends and facts. Important inferences are drawn about development practices and other facets of the free software and OSS worlds.

The inverse problem of general rough sets, considered by the present author in some of her earlier papers, in one of its manifestations is essentially the question of when an agent's view about crisp and non crisp objects over a set of objects has a rough evolution. In this research the nature of the problem is examined from number-theoretic and combinatorial perspectives under very few assumptions about the nature of data and some necessary conditions are proved.

President Trump portrays Mexico, China and global trade as the biggest threats to American manufacturing jobs. "It has been a one-sided deal from the beginning of NAFTA with massive numbers of jobs and companies lost," Trump tweeted on January 26. His predecessor also offered a warning to American workers, of a different kind. "The next wave of economic dislocations won't come from overseas. It will come from the relentless pace of automation that makes a lot of good middle class jobs obsolete," President Obama said in his farewell address.

Artificial intelligence (AI) can diagnose illnesses, fight parking tickets, and now, AI is being to find humans love. Dating app Hinge is currently testing a virtual assistant called'Audrey' that will act as the user's wing woman – it talks to their matches and sets up a date. The technology is currently in beta, but Hinge is said to offer the service for $99 a month in bid to'say goodbye to matching, messaging and scheduling'. Dating app Hinge is currently testing a virtual assistant called'Audrey' that will act as the user's wing woman – it talks to their matches and sets up a date. Audrey was designed to chat with a users matches and setup a date between the two.