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Mastercard keeping humans in the loop of AI fraud and risk-related decisions ZDNet

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While artificial intelligence (AI), machine learning (ML), and automated machine-driven processes are increasingly important in providing better cybersecurity, as well as fraud and risk management, in the financial services sector, Mastercard believes there will still be a place to keep a human in the loop. "We do believe that humans will continue to play an integral role," Mastercard APAC executive vice president and head of services Matthew Driver told ZDNet. "As we increase the number of areas where we apply tools, there is a need for human oversight and reviews in many stages but critically in system design and control systems." Rather than being mutually exclusive, Driver said Mastercard sees the roles of humans and the application of automated tools to be complementary. "Humans are able to make manual reviews and, with experience, can help move these decisions to rules or embed them into models. But machines cannot attribute or deduct causality, so while there will always be newer areas where we are applying AI and modelling, there is a constant need for these to have a human overlay in design and governance," he said.


Maistering Enhances Artificial Intelligence Portfolio with Arria NLG

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Arria' natural language generation offers scalability, flexibility and precision Arria NLG, named a world leader in Natural Language Generation technology by Gartner, welcomed Maistering to the ever-growing list of partners using its award-winning platform. After after vetting numerous NLG providers, Maistering, a global provider of artificial intelligence applications, selected Arria NLG Studio to augment its artificial intelligence portfolio, Master Collections. Arria NLG turns data into voice and/or written narratives that enable better, more informed decision-making across an enterprise. Arria NLG Studio 3.0, the latest iteration of its natural language platform, combines advanced Language Analytics with computational linguistics to narrate and add context to any data. Arria NLG Studio can convey actionable insights and tell your data's whole story," said Sharon Daniels, CEO, Arria NLG. "Our platform brings together language analytics and advanced mathematical functions for the ...


deeplearning_2020-03-24_17-59-24.xlsx

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The graph represents a network of 2,189 Twitter users whose tweets in the requested range contained "deeplearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 25 March 2020 at 01:00 UTC. The requested start date was Wednesday, 25 March 2020 at 00:01 UTC and the maximum number of days (going backward) was 14. The maximum number of tweets collected was 5,000. The tweets in the network were tweeted over the 1-day, 4-hour, 34-minute period from Monday, 23 March 2020 at 19:26 UTC to Wednesday, 25 March 2020 at 00:01 UTC.


Opinion: How artificial intelligence can accelerate our response to global pandemics

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Dr. Alan Bernstein is president and CEO of CIFAR and was the founding president of the Canadian Institutes of Health Research (CIHR) during the SARS epidemic As president of the Canadian Institutes of Health Research (CIHR) in 2003 when an earlier coronavirus, SARS-CoV-1, swept through Canada, I had a unique vantage point from which to view Canada's response to an unprecedented threat to public health. Today, as I watch Canada's response to COVID-19, it's striking to me how much we've learned about the science and policies needed to address such crises. By and large, Canadians trust their governments, and our ministers are responding admirably to the crisis. I've been impressed with the consistent and clear communication, the co-ordination with the provinces and the rapid implementation of very significant financial packages aimed at dealing with the economic, social and health consequences of the pandemic. I'm proud that Canada has a socially cohesive society in which we place a high value on community well-being.


COVID-Net can help doctors detect Coronavirus in chest x-rays

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Although most of the Artificial Intelligence systems are still in the stage of infancy, they have proved their usefulness in a variety of trials across the wide spectrum of the ecosystem. And a lot of people are wondering why we are not utilizing the technology to help tackle the current outbreak. The simple answer is that it could lead to ill-informed decisions where public money is spent on unproven AI technology. Having said that AI has shown great promise in the healthcare sector with the prediction, diagnosis, and treatment of various diseases. An interesting perspective with regards to the current pandemic is that an AI company called BlueDot, which uses machine learning to monitor outbreaks of infectious diseases, was the first to alert its clients -- governments, hospitals, and businesses, of an outbreak in China on December 30th.


2020: Year of Chatbots

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Artificial Intelligence (AI) is all around us and we are taking advantages of it continuously via our smartphones, wearables, Internet of things, cars, home appliances, in our offices, in public services, in our retail experiences throughout media and beyond. AI has fulfilled its promises to fundamentally change our everyday living. Artificial intelligence (AI) has the potential to transform industries and the way organisations and professionals used to work. With the ability to learn and adapt, AI is capable to develop increasingly sophisticated capabilities that will allow it to execute a growing number of tasks that works perform manually today. According to an April 2019 survey from Ada and Forrester Consulting, 89% of customer service decision-makers in Canada, the UK and the US believe chatbots and virtual agents are useful technologies for personalizing customer interactions.


The Army Will Soon Be Able to Command Robot Tanks With Artificial Intelligence

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The Army Research Laboratory is exploring new applications of AI designed to better enable forward operating robot "tanks" to acquire targets, discern and organize war-crucial information, surveil combat zones and even fire weapons when directed by a human. "For the first time the Army will deploy manned tanks that are capable of controlling robotic vehicles able to adapt to the environment and act semi-independently. Manned vehicles will control a number of combat vehicles, not small ones but large ones. In the future we are going to be incorporating robotic systems that are larger, more like the size of a tanks," Dr. Brandon Perelman, Scientist and Engineer, Army Research Laboratory, Combat Capabilities Development Command, Army Futures Command, told Warrior in an interview, Aberdeen Proving Ground, Md. The concept is aligned with ongoing research into new generations of AI being engineered to not only gather and organize information for human decision makers but also advance networking between humans and machines.


AI Education: An Economic Imperative

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Hear from this high-power panel of education thought leaders, computer & data science professors, artificial intelligence (AI) professionals and governments leading innovation in education for San Diego and across the state of California. The economic consequences of the COVID-19 pandemic will be more severe for certain groups of workers. In the US from 2017-18, less than one-fifth of Hispanic and black workers had the option to work from home, while more than a third of white and Asian workers were allowed or able to do so. This suggests that COVID-19-related layoffs will likely do more economic harm to Hispanic and black workers. The same data suggest that younger, less-educated, lower-income and part-time workers are less likely to have the option to work from home.


Playing Space Invaders Blind RL & Cross Modality Transfer

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In the 1975 film Tommy, the "deaf, dumb, and blind" protagonist overcomes substantial sensory limitations to capture a pinball championship. While it's difficult to imagine playing a video game without being able to see the screen, that was the challenge taken up by AI researchers from INESC-ID and Instituto Superior Técnico in Lisbon and Pittsburgh's Carnegie Mellon University. Using cross-modality transfer techniques and reinforcement learning (RL), the researchers produced an agent that can play video games with only the game audio to guide it. In some respects, an RL policy learned over image and sound inputs succeeding when only sound inputs are available mimics the available sensory data leveraging process that comes as second nature to humans -- we use touch and hearing for example to navigate through a dark room. The new cross-modality transfer RL approach explores how latent representations built by advanced variational autoencoder (VAE) methods might enable RL agents to learn and transfer policies over different input modalities.


News Media and AI: How a Decentralized Market Place can Change the Game

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News media is increasingly getting reliant on technology. It is getting transformed not only in terms of the modes of disseminating content, but also the ways in which they function internally. They use different kinds of technology, like web-based applications for online editing, advanced video processing technologies, data processing through various statistical packages and advanced programming languages, which are all part of this new model of journalism. The new journalists can be anything from experts on various topics to hackers and data scientists (remember Wikileaks?). The field has also substantially changed with the coming of what we know as the "New Media", which also has an infamous first cousin, "Citizen Journalism".