How AI Helped Predict the Coronavirus Outbreak Before It Happened


Coronavirus has been all over the news for the last couple weeks. A dedicated hospitalsprang up in just eight days, the stock market took a hit, Chinese New Year celebrations were spoiled, and travel restrictions are in effect.

But let’s rewind a bit; some crucial events took place before we got to this point.

Read more. Click here.

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Augmented analytics and other major machine learning trends


Ever since the concept of Artificial Intelligence emerged, it became one of the most talked-about trends in the world. People see AI as “the new normal” as it has made its way into different work processes in all most all kinds of industries from augmented analytics  to facial surveillance.

Throughout 2018, we saw an incredible surge in platforms, tools, and applications focused on AI-and Machine Learning technologies. Ai and ML started in the internet and software trade, but now, we can also see them in different aspects of manufacturing, agriculture, healthcare, and more.

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Artificial Intelligence: Conflicts of interest between Ethics and the needs of an adapted Regulation


Are we at the dawn of a terrifying upheaval generated by the merger of Biotech and Infotech or are these forecasts still an example of hysteria without real foundations given the lack of certainty, even in the mid-term? Where are we in terms of regulation and ethics for the protection of the arms race and Human Rights?

Read more. Learn more. Click here.

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How artificial intelligence can redefine govt services


The public sector has a crucial role to play in India’s growth story. It is through an effective and efficient public service delivery model that India can achieve inclusive and sustainable socio-economic development. In order to achieve this, the government has begun harnessing artificial intelligence (AI) in the delivery of public services such as education, health, social security and transport, among others.

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Bringing Open Standards for Safety Critical to the Automotive Industry


The next-generation of advanced driver-assistance systems (ADAS) support in vehicles needs to compute vast amounts of data using sensor fusion applications with decision-making capabilities in order to make sense of the environment in which vehicles operate and make safe tactical maneuvers and decisions. This presents a growing need for neural network processing and multi-layer data compute stacks to receive and consume vast amounts of data from things like sensors, cameras, GPS, LiDAR 3D point data, ultrasonics, and V2X or V2V communication. Moreover, there is a need for the layers in these systems to not only be technically efficient, but also compatible with existing automotive safety standards.

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Council Post: Three Ways Artificial Intelligence Can Drive Human Innovation


Over the past few years, businesses across many industries have been increasingly relying on artificial intelligence to deliver business value. According to Forbes, Gartner estimated that artificial intelligence (AI) will contribute $3.9 trillion in business value by 2022. But where does that value come from? A press release from PwC argues that a major component of the value it creates will come from increased worker productivity. To be precise, the release says that AI will drive over $15 trillion in global GDP gains in the next 10 years or so and that half of those gains will come from increased worker productivity. An interesting question to ask is whether AI can improve more than just worker productivity — specifically, can AI deliver value by enhancing human innovation?

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Limitations of Deep Learning in AI Research


There is the absence of common sense.

Deep learning models might be the best at perceiving patterns. Yet they cannot comprehend what the patterns mean, and considerably less reason about them. To empower deep learning models to reason, we have to change their structure in order for them to not create a single output (i.e. the interpretability of an image, the translation of a paragraph, etc.), yet as to deliver an entire arrangement of alternative outputs (i.e. different ways a sentence can be translated). This is what energy base models are intended to do: give you a score for every conceivable configuration of the variables to be construed.

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Smarter AI: Machine Learning Without Negative Data


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