Researchers are taking inspiration from the group hunting tactics of penguins to test how car software is organized. The tool looks for ways to organize smart car code in the same way that penguins look for ways to obtain food. As cars become more complex and more connected, researchers say the penguin-inspired testing system could be key in finding optimum software's for smart cars to prevent them from being hacked. Penguins work together to match shoals of fish they hunt, helping them minimize the overall energy they need to catch fish - and researchers say their tactics could help catch hackers trying to take over smart cars. Engineers and researchers often look to plants and wildlife for technical solutions to problems.

The history of Artificial Intelligence is long, but it's only been recently that technology companies and markets have begun to get excited about it… Why? After a few decades of exploration of symbolic AI methods, the field shifted toward statistical approaches, that have as of late started working in a broad array of tasks due to the explosion of data and computing power, this in turn has led to machine learning and, most importantly, enabled deep learning. This is great news for the tech industry. The downside is that there aren't enough data scientists that understand deep learning. For those who do, there is a huge demand for their services.

When you are working, you have browsed information that is not relevant to your work, haven't you? I feel awkward when my boss is creeping behind. Of course, I can switch the screen in a hurry, but such behavior is suspicious, and sometimes I don't notice him. So, in order to switch the screen without being suspected, I create a system that automatically recognizes that he is approaching to me and hides the screen. Specifically, Keras is used to implement neural network for learning his face, a web camera is used to recognize that he is approaching, and switching the screen.

Rest assured that despite the constant Matrix-like scenarios, we're actually big fans of AI technology. But we're also sci-fi geeks, so we have to get it out somewhere. Earlier this year, I wrote about the basics of how machine learning works, and how we've been using it to train computer programs to beat us at the Chinese strategy game, Go. You'd think that teaching a computer how to think strategically and crush their opponents beneath their cybernetic heel would be enough for researchers, but they've decided to raise the bar again. Now, they want to teach computers just what it is that humans fear.

What is intelligent automation and what does it mean for the financial services industry? Banks currently face a number of specific problems for which intelligent automation - and within this the capability of AI - may provide solutions. Far from becoming our new masters, our prediction is that thinking machines could become our most trusted assistants, enhancing our productivity through providing us deeper and more timely information, and perhaps even automating the business of generating insights and making considered decisions. We believe that intelligent automation will, above all, allow us to free people from routine work and so empower them to concentrate on more creative, value-added services. The overall benefits to the economy from such enhancements could be large, as could the benefits in terms of enjoyment of work and quality of life.

The World Health Organization has estimated that there is a global shortfall of approximately 4.3 million doctors and nurses, with poorer countries disproportionally impacted. In the U.S., these shortages are less acute; instead, the country struggles with ever-increasing heath care costs, which often translate into limits on the time a patient is able to spend with a doctor. One study estimated that U.S. doctors spend on average just 13 to 16 minutes with each patient. Developments in the use of artificial intelligence technologies in medical care are beginning to demonstrate AI's potential to improve the quality of patient care. Around the globe, researchers are studying how AI might become a new tool in the caregiver tool kit.

The Chan Zuckerberg Initiative, run by Facebook founder Mark Zuckerberg and his wife Priscilla Chan, has purchased Canadian artificial intelligence start-up Meta, which uses A.I. to read and comprehend scientific papers and then provide insights to researchers, as part of its mission to eradicate disease around the world. Meta capabilities will be unified in a tool made available for free to scientists. Meta co-founder and chief executive Sam Molyneux said in a statement, "We are very excited about what lies ahead." The start-up now joins an organization started by Zuckerberg and his wife, which in September, pledged $3 billion over the next decade in an effort to end all disease, pouring some of the Facebook founder's fortune into innovative research to meet the goal. "This is a big goal," said Zuckerberg at a San Francisco event where he announced the effort of the philanthropic organization established by Mark and his wife in 2015.

An artificial intelligence called Libratus has beaten four of the world's best poker players in a gruelling 20-day tournament that culminated late on Monday. The Brains vs Artificial Intelligence competition saw four human players – Dong Kim, Jason Les, Jimmy Chou and Daniel McAulay – spend 11 hours each day stationed at computer screens in the Rivers Casino in Pittsburgh battling a piece of software at no-limit Texas Hold'em, a two-player unlimited form of poker. Machines have already become smart enough to beat humans at other games such as chess and Go, but poker is more difficult because it's a game with imperfect information. With chess and Go, each player can see the entire board, but with poker, players don't get to see each other's hands. Furthermore, the AI is required to bluff and correctly interpret misleading information in order to win.

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This year is expected to be a great leap forward in automation and the development of artificial intelligence, as machine learning and neural networks mean that robots can learn and understand more than ever before. But with this rise in automation has come a fear that the robots will completely supplant humans in the workforce. A YouTube video called "Humans Need Not Apply" released in 2014 has argued that much of the human workforce could be supplanted by robots, and that robots could even take over creative jobs which was assumed could only be done by humans. To some degree, these fears are overblown. The more likely scenario is that humans and AI will work together, covering for each other's strength and weaknesses and improving the economy.