Artificial Intelligence: what is it? How will it impact our lives? How will it be used? Will it actually take over? As the field emerges and becomes more widely discussed, social media's role in shaping public debate answering these questions and more has never been more apparent, with more of us turning to social media for news.

As a PhD student, I have a fairly good understanding of ML algorithms but still found machine learning interviews challenging.

Four years ago, I stood in the darkened operations center in front of a wall of blinking screens, arms crossed and squinting at video footage on one of them. The commander asked me for the second time, signaling toward the figure on the screen. I looked over and reviewed a mental checklist of the individual's pattern of life over more than a decade. I weighed this against his latest movements, reflected on the screen in real time. The commander took a step toward me and started again, "Kara. We are running out of time. I had a decision to make. Using a machine to determine the validity of the target and take action is a nonstarter. But not everyone agrees on the details. Though the machines I dealt with that day were only semi-autonomous, it is not difficult to imagine a world where fully autonomous weapons are programmed to make a lethal decision. Institutions, countries, industry, and society must choose when and how to govern this technology in today's world, where semi-autonomous ...

Live 2-D animation is a fairly new and powerful form of communication that allows human performers to control cartoon characters in real time while interacting and improvising with other actors or members of an audience. Recent examples include Stephen Colbert interviewing cartoon guests on The Late Show, Homer answering live phone-in questions from viewers during a segment of The Simpsons, Archer talking to a live audience at ComicCon, and the stars of Disney's Star vs. The Forces of Evil and My Little Pony hosting live chat sessions with fans via YouTube or Facebook Live. Producing realistic and effective live 2-D animations requires the use of interactive systems that can automatically transform human performances into animations in real time. A key aspect of these systems is attaining a good lip sync, which essentially means that the mouths of animated characters move appropriately when speaking, mimicking the movements observed in the mouths of performers.

Students at the University of Alberta are getting hands-on experience with artificial intelligence with a new robotic arm. Donated to the university's department of computing science by Kindred AI, a Canadian-based artificial intelligence company, the use of the robotic arm in the classroom helps students get a sense of reinforcement learning. Reinforcement learning is a branch of artificial intelligence, says Rapum Mahmood, assistant professor at the U of A and former Kindred AI research lead. "In reinforcement learning, we study by letting the agent interact with the environment, so that it can take the right set of actions," said Mahmood. Usually, the study is done through computer simulations and board games but in real-world applications, a robotic arm is used.

Last year marked the 50th anniversary of Stanley Kubrick's space-race era epic, "2001: A Space Odyssey", prompting several outlets to do side-by-side comparisons on how the film's depiction of digital technologies matched up against what we really had around the turn of the century. Of course, no one can do this without mentioning the film's central antagonist, HAL 9000, a sentient computer who interacts with the doomed characters through a verbal interface, reminiscent of the way that contemporary users deploy Amazon's Alexa to order pizza. So, while some might point to this similarity as proof of Kubrick's intuition, the reality is that we have been pushing towards zero U/I, or interfaces that do not rely on screens, for decades. The concept of zero U/I was first defined by then Fjord Design Director, now frog Creative Director, Andy Goodman, during a 2015 speech at San Francisco's Solid Conference. He describes it as a natural approach to user-interface interactions, which abandons the abruptness of the screen in favor of a more natural environment, through which users can communicate with devices using speech, motion, and even thought.

Intel hosts its 2019 Intel AI Summit on Tuesday, Nov. 12, 2019, in San Francisco. Tune in to the livestream to hear from Naveen Rao, Intel corporate vice president and general manager of the Intel Artificial Intelligence Products Group, as he shares significant product updates across the Intel artificial intelligence portfolio in addition to Intel's vision for the future of AI hardware and software.

Artificial Intelligence and Machine Learning enable Retailers to boost their bottom lines, in part by showing when it's not necessary to offer a discount.

Create a new Text Classifier Model Project in Create ML and add the training folder. You can choose any of the techniques to train your model and go have a cup of coffee while the training and validation happens. It took me 4 hours to get a Transfer learning model trained. Here's an illustration that compares the model metrics across the two techniques in Text Classification: The transfer learning based model extrapolates better. Though you can try achieving better accuracy by increasing the dataset size(TL model training took four hours on a dataset of 15000 texts for me).

A think tank has released two deepfake videos which appear to show election rivals Boris Johnson and Jeremy Corbyn advocating each other for Britain's top role. The clips are produced by Future Advocacy and intend to show that people can no longer necessarily trust what they see in videos, not just to question what they read and hear. Boris Johnson has a message for you.#GE2019 Jeremy Corbyn has a message for you.#GE2019 In the era of fake news, people are becoming increasingly aware not to believe everything they read.