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Fraud detection is like crime fighting, only geekier

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To some people, electricity is like air: There for the taking. For others, circumventing paying a utility bill is a just cause, sticking it to "Big Energy" for their perceived transgressions against customers. In either case, not paying for energy is considered fraud and a crime. In some states, energy fraud is a felony worthy of hard time and steep penalties. The numbers tell the story.


'Socially-cooperative' cars are part of the future of driverless vehicles, says CMU professor - TechRepublic

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Driverless cars are our future, with nearly every automaker racing to create their own version of autonomous vehicles. But autonomous systems still have a long way to go--and the cues and signals that human drivers know instinctively are not second-nature for our machines. Why Dick's Sporting Goods decided to play its own game in e commerce Dick's Sporting Goods has long partnered with eBay Enterprise on its e -commerce platform. Learn the benefits and risks of this multi -million dollar IT bet. To find solutions for how vehicles with autonomous features can drive safely on the road, professor John Dolan, a principal systems scientist in the Robotics Institute at Carnegie Mellon University, studies how humans communicate and coordinate with these machines, helping them understand how to complete complex tasks on the road.


Recommendation Engines: How Amazon and Netflix Are Winning the Personalization Battle

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Customer experience personalization is all about data first. Get the data right and you can shape the overall customer experience by applying data science and machine learning. Recommendation engines are very powerful personalization tools because it's a great way to do "discovery" โ€“ showing people items they will like, but are unlikely to discover by themselves. They improve a visitor's experience by offering relevant items at the right time and on the right page. In the immortal words of Steve Jobs - "a lot of times, people don't know what they want until you show it to them."


Tech Lead - Web Applications - Machine Learning Up to 165k Job in Sydney - SEEK

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Sometimes amazing opportunities come along, not that often, but this happens to be one of those times! Big Wave Digital is thrilled to be partnering with a premium global enterprise organisation to source an outstanding Web Application Technical Leader who is entrepreneurial, passionate, collaborative and energetic. Operating across 50 countries and 26 cities, this is a sophisticated truly premium brand who are set to capture a lion's share of the Sydney market. This exciting opportunity presents a unique chance for an accomplished technical leader to shape and influence the technical hub here in Sydney, as they embark on an exciting journey to grow the business significantly over the next 12-24 months. Heavy hitting and with amazing clout, this business will empower you to grow your career with an awesome opportunity to build great things with real business impact for major clients.


Firms must embrace AI or risk being left behind - raconteur.net

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Plenty of media attention has been devoted to robots replacing lawyers. Conversely, some industry players claim that artificial intelligence (AI) is simply a buzzword used to sell software to law firms. "Are many AI-badged products just rule-based decision-making tools?" asks Alex Smith, platform innovation lead at LexisNexis UK. "What counts as AI?" AI in business has moved beyond process automation to include natural language processing and machine-learning, whereby computers are trained to interpret information and adjust their processes to user feedback. Rather than searching for keywords or strings of words, the software reads and understands information, so its findings and recommendations are based on contextual elements. Gerard Frith, chief executive of AI consultancy Matter, explains how AI adds value by modelling and reapplying expert knowledge in a fast, scalable way.


Satya Nadella's rules for AI are more boring (and relevant) than Asimov's Three Laws

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Isaac Asimov's Three Laws of Robotics (technically four) have been a stalwart of science fiction for decades. With recent advances in artificial intelligence, though, computer scientists and tech companies are beginning to seriously consider the rules we actually need to protect ourselves from future robots and AI. Last week, researchers from Google published a scientific paper outlining five key challenges for making robots safe to work with, and yesterday, in an article for Slate, Microsoft CEO Satya Nadella laid out the six "principles and goals" he believes AI research must follow to keep society safe. The latter are rules that robots must obey, while the Microsoft chief is princiapply speaking to the industry -- to the computer scientists who are building AI systems and working with machine learning. As such, his rules are more about the potential social impact of artificial intelligence, than stopping a robot coming at you.


Microsoft CEO Satya Nadella lays out 10 Laws of AI (and Human Behavior)

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Taking a page from Isaac Asimov's famous Three Laws of Robotics, Microsoft CEO Satya Nadella has drawn up six "musts" for the revolution in artificial intelligence that he sees coming, plus four musts for the humans living in the AI age. Nadella's deep dive into the philosophical underpinnings of AI research comes as Microsoft is turning its attention toward AI tools with a vigor reminiscent of billionaire co-founder Bill Gates' pivot to the internet in the mid-1990s. In his own essay, published today online on Slate, Nadella refers not only to Asimov's laws, but also to Gates' 1995 "Internet Tidal Wave" memo. The essay also comes amid a debate over whether AI could pose a "Terminator"-level threat to humanity's long-term future. Just this week, for example, British physicist Stephen Hawking warned about the rise of an "AI arms race" in autonomous weapons.


Endless Questions on AI at a Techonomy Dinner - Techonomy

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Why is artificial intelligence, or AI, so much in the news these days? How big an impact will it have on business? What will it mean for jobs? What do ordinary people need to understand? These were some of the questions that motivated a recent salon dinner discussion that Techonomy hosted on AI.


A Natural Language User Interface is just a User Interface

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Let's say you're writing an application, and you want to give it a conversational interface: your users will type some command, and your application will do something in response, possibly after asking for clarification. There are lots of terms associated with this technology -- conversational commerce, bots, AI agents, etc. I think it's much clearer to call it a Linguistic User Interface (LUI), by analogy with the Graphical User Interface (GUI) you could attach to the same application. Imagining your application with a GUI is a good antidote to potentially woolly thinking about "AI agents". You still need to wire the UI to the underlying application, and the conceptual model of your underlying application is still going to play a dominant role in the overall user experience.


US artificial intelligence market set to surge - Help Net Security

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The artificial intelligence market in the US is projected to grow at a CAGR of 75% until 2021 on account of increasing AI technology adoption, according to TechSci Research. Major consumer electronic device manufacturers and platform providers such as Apple, Microsoft and Google are increasingly offering these solutions in smartphones, tablets and smart wearables. "It's no surprise AI and machine learning are growing at a CAGR of 75%. When looking at the cyber security segment, it's a painfully obvious need. Truth is we are short over 1,000,000 cyber security specialists globally this year. The way the industry previously handled cyber security analysis, incident response, threat detection and remediation will simply not scale going forward. Today, firms have Managed Security Service Providers that have armies of analysts with'eyes on glass' and that approach is worse than reactive, it's simply broken," Yuri Frayman, CEO of ZENEDGE, told Help Net Security.