A Smart Approach to Patenting an Intelligent System

A Smart Approach to Patenting an Intelligent System

The age of implementation. That is what the prominent Chinese venture capitalist Kai-Fu Lee calls the current stage of AI development. Computer scientists generally agree that robot overlords, if they ever come, are in the very distant future. That said, recent developments in deep learning have shown jaw-dropping pattern recognition...

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Real-world Personas

Real-world Personas

Until today, there’s been a significant gap between online personas and what actually happens in the real world. Unfortunately, the limits of only deriving information from online searches and website visits means web personas are in danger of being overly skewed to an aspect of a visitor’s life that is...

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Terry Sejnowski on the Future of Machine Learning

Terry Sejnowski on the Future of Machine Learning

In his new book, The Deep Learning Revolution, Terry Sejnowski explains how deep learning went from being an arcane academic field to a disruptive technology in the information economy. Sejnowski played an important role in the founding of deep learning, as one of a small group of researchers in the 1980s...

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Getting Through AI’s Winters

Getting Through AI’s Winters

Artificial intelligence has been a dream and a goal of computer science for quite some time. Throughout the decades there have been several advances in capabilities, research, and understanding of the topic. Applications were even developed and deployed. After most of these advances, however, the initial enthusiasm gave way to...

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Why AI That Lives and Learns on the Device Will Save Our Privacy

Why AI That Lives and Learns on the Device Will Save Our Privacy

Seeing Mark Zuckerberg summoned to Washington as a consequence of the improperly accessed personal data of millions of Facebook users by Cambridge Analytica marks a powerful defining moment of 2018 and a pivotal moment in our digital existence. Two fronts have clashed: the fast-moving pack of internet giants, harvesting and mining seas...

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IBM Watson AI XPRIZE

IBM Watson AI XPRIZE

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The XPRIZE Foundation believes that you get what you incentivize—and that without a target, you will miss it every time. Leveraging these two core observations, the XPRIZE team designs and manages innovative competitions directed toward solving the world’s grand challenges. And now it is turning up amazingly inventive applications of artificial intelligence to do...

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NLP Powers Revolutionary Authorship Attribution System

NLP Powers Revolutionary Authorship Attribution System

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Authorship attribution is not a new trend in human history, nor is it a problem only of recent years. With the spread of literacy, questions of authorship attribution have been raised as early as at the dawn of the last millennia. However, the sense of urgency and demand for high-end...

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Machine Learning Projects: A Step by Step Approach

Machine Learning Projects: A Step by Step Approach

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Machine learning is one of the most talked about fields in seemingly every industry spanning autonomous vehicles to health monitoring, financial management to education, robotics to biometrics, surveillance to home automation. Indeed, no industry will go untouched by the many machine learning technologies. The reasons for this boom are threefold:...

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Machine Learning with TensorFlow

Machine Learning with TensorFlow

Remember science courses back in grade school? It might have been a while ago, or who knows – maybe you’re in grade school now, starting your journey in machine learning early. Either way, whether you took biology, chemistry, or physics, a common technique to analyze data is to plot how...

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