Now, scientists have demonstrated an automated system that uses artificial intelligence and cutting-edge image processing to rapidly examine large numbers of individual Caenorhabditis elegans, a species of nematode widely used in biological research. Beyond replacing existing manual examination steps using microfluidics and automated hardware, the system's ability to detect subtle differences from worm-to-worm -- without human intervention -- can identify genetic mutations that might not have been detected otherwise. By allowing thousands of worms to be examined autonomously in a fraction of the time required for conventional manual screening, the technique could change the way that high throughput genetic screening is carried out using C. elegans. Details of the research were scheduled to be reported August 19th in the advance online publication of the journal Nature Methods. The research has been supported by the National Institutes of Health (NIH), the National Science Foundation (NSF) and the Alfred P. Sloan Foundation.

Almost 250,000 public sector workers could lose their jobs to robots over the next 15 years, according to a new report which claims machines would be more efficient and save billions of pounds. Reform, a right-of-centre thinktank, says websites and artificial intelligence "chat bots" could replace up to 90% of Whitehall's administrators, as well as tens of thousands in the NHS and GPs' surgeries, by 2030 – saving as much as £4bn a year. Even nurses and doctors could fall victim to the march of the machines, which the report says can outperform humans at some diagnoses and routine surgical procedures, and are more efficient at collecting information. The report argues that public services should become more flexible by embracing a gig economy where workers support themselves through a variety of flexible jobs acquired through online platforms. In remarks that seem set to infuriate unions, a Reform press release says: "Public services can become the next Uber, using the gig economy to employ locum doctors and supply teachers."

Whitehall could save £2.6 billion with automation. The report, which addresses the creation of a public services workforce organised around the needs of its users, advocates the reduction of staff in favour of automation and digital technology. Citing analysis by Oxford academics Frey and Osbourne, in which the academics said that admin roles have a 96% chance of being automated by current technology, the report applied their calculations to current public sector numbers. The report found that, over the next 10 to 15 years, central government departments could further reduce headcount by 131,962, saving £2.6 billion from the 2016-17 wage bill. The report sells automation as the'new approach' which is needed, saying: "Public services should deliver outcomes that matter to users, and meet expectations of interacting via technology. This approach would see services designed around users and render at least 248,860 administrative roles redundant. The accuracy of decision-making can be further improved by using artificial intelligence to make complex decisions and by understanding why mistakes that, for example, cause 10 per cent of hospital patients to suffer from medical error, are made."

Last summer at the Black Hat cybersecurity conference, the DARPA Cyber Grand Challenge pitted automated systems against one another, trying to find weaknesses in the others' code and exploit them. "This is a great example of how easily machines can find and exploit new vulnerabilities, something we'll likely see increase and become more sophisticated over time," said David Gibson, vice president of strategy and market development at Varonis Systems. His company hasn't seen any examples of hackers leveraging artificial intelligence technology or machine learning, but nobody adopts new technologies faster than the sin and hacking industries, he said. "So it's safe to assume that hackers are already using AI for their evil purposes," he said. "It has never been easier for white hats and black hats to obtain and learn the tools of the machine learning trade," said Don Maclean, chief cybersecurity technologist at DLT Solutions.

AI has become such a huge topic that late last year the White House released a report on the Future of Artificial Intelligence, which focused on the opportunities, considerations, and challenges of AI. As more and more industries, including healthcare and financial services, adopt AI technology, the technology's value will increase its impact on society as a whole. AI, machine learning and other technologies are already making a significant impact in several industries, including e-commerce, hospitality, and retail. While there has always been a slight tension among workers about robots taking over and claiming jobs, there is a lot to be said about how these types of technologies will, in fact, add more value, contribute to economic growth and augment the workplace so employees can work more effectively. It starts with the huge volumes of contracts that define business relationships, capture the rules of engagement and are the foundation of business transactions every day.

The leader of al-Qaida in the Arabain Peninsula (AQAP), Qassim al-Rimi, released an audio recording in which he reportedly called President Donald Trump the "White House's new fool" while speaking about a recent deadly U.S. raid against the group in Yemen which killed 25 civilians, including 11 women and children. In the recording, which was released late Saturday, al-Rimi addressed his followers, saying: "The White House's new fool has received a painful blow at your hands in his first outing on your land." The raid took place Jan. 29 and the recording claimed many U.S. soldiers were also killed and wounded during the operation. It was President Trump's first counter-terrorism offensive that killed more than a dozen terrorists and also U.S. Navy SEAL Chief Petty Officer William Ryan Owens. The casualties included the 8-year old daughter of Anwar al-Awlaki, the Yemeni-American al-Qaida leader who was killed in a U.S. drone strike in 2011.

Ever since the election, talking heads have discussed how "fake news" could have tipped the election to Donald Trump by disseminating false stories favorable to him or unfavorable to Hillary Clinton. Social media users can spread these fake new stories far and wide, creating an aura of credibility which can make fake stories hard to distinguish from the truth. Social media websites like Facebook have begun to cooperate with human fact checkers to track fake news websites and notify users that a story is likely false, but it is impossible to trace every single news story as they pop up. There is just too much information on the internet for any human mind to process. So maybe an artificial intelligence (AI) can perform better. Facebook along with researchers and hackers are examining whether artificial intelligence and big data can help track down fake news stories faster than humans can.

Public Sector Agencies Must Adopt Emerging Technologies Like Machine Learning and Artificial Intelligence to Effectively Compete for Talent, Accenture Report Finds ARLINGTON, Va.; Feb. 2, 2017 – Public sector agencies must adopt emerging technologies – including machine learning, artificial intelligence and biometrics – to attract and retain more technically adept employees. This approach is critical to addressing a widening skills gap and strong competition from a better financed private sector, a new report from Accenture (NYSE: ACN) shows. The report, Emerging Technologies in Public Service, examines the adoption of emerging technologies across agencies with the most direct interaction with citizens or the greatest responsibility for citizen-facing services: health and social services, policing/justice, revenue, border services, administration and pensions / social security. As part of the report, Accenture surveyed nearly 800 public service technology professionals across nine countries to identify emerging technologies being implemented or piloted. These technologies include advanced analytics/ predictive modeling, the Internet of Things, intelligent process automation, video analytics, biometrics/ identity analytics, machine learning, and natural language processing/ generation.

Today in Entertainment: Samantha Bee urges viewers to push back against Trump; 'Sharknado 5' news Major award shows such as the Grammys and the Oscars are right around the corner, but much of the arts and entertainment world is spending more time reacting to the new presidency of Donald Trump and his recent executive order on immigration. This visa-holding college kid is who Trump's travel ban is keeping out Entertainment in January: Oprah to join '60 Minutes'; AFI supports Asghar Farhadi This visa-holding college kid is who Trump's travel ban is keeping out Entertainment in January: Oprah to join '60 Minutes'; AFI supports Asghar Farhadi Blockbusters were the play of the day for the Super Bowl as sequels in the "Fast and Furious," "Pirates of the Caribbean" and "Guardians of the Galaxy" franchises made their mark during the Big Game.

Dlib is a modern C toolkit containing machine learning algorithms and tools for creating complex software in C to solve real world problems. That will build all the examples. Before you can run the Python example programs you must compile dlib. Note that on windows your compiler might put the test executable in a subfolder called Release. If that's the case then you have to go to that folder before running the test.