Learning Complex Goals with Iterated Amplification

We’re proposing an AI safety technique called iterated amplification that lets us specify complicated behaviors and goals that are beyond human scale, by demonstrating how to decompose a task into simpler sub-tasks, rather than by providing labeled data or a reward function. Although this idea is in its very early stages and we have only completed

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Top 10 Big Data Tools of 2018

There are plenty of Big Data tools in the market. We have handpicked the best tools that big data professionals are using in 2018. Big data has been a game changer for organisations across industries and revenue size. Big data helps companies to process data of great complexity and size at a speed and accuracy

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Don’t worry about AI going bad – the minds behind it are the problem!

As the science fiction novelist William Gibson famously observed: “The future is already here – it’s just not very evenly distributed.” I wish people would pay more attention to that adage whenever the subject of artificial intelligence (AI) comes up. Public discourse about it invariably focuses on the threat (or promise, depending on your point

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How Will Data Science Evolve Over The Next Decade?

Shutterstock How do you think data science will change over the next 10 years?originally appeared on Quora: the place to gain and share knowledge, empowering people to learn from others and better understand the world. Answer by Eric Mayefsky, Head of Data Science at Quora, on Quora: There are many aspects to data science and being a data scientist that

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What is Deep Learning? Everything you need to know!

WHAT IS DEEP LEARNING? Deep learning is a subset of machine learning, which itself falls within the field of artificial intelligence. WHAT IS THE DIFFERENCE BETWEEN DEEP LEARNING, MACHINE LEARNING AND AI? Artificial intelligence is the study of how to build machines capable of carrying out tasks that would typically require human intelligence. That rather

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Machine learning — Is the emperor wearing clothes? (A behind-the-scenes look at how ML works)

Machine learning uses patterns in data to label things. Sounds magical? The core concepts are actually embarrassingly simple. I say “embarrassingly” because if someone made you think it’s mystical, they should be embarrassed. Here, let me fix that for you. The core concepts are embarrassingly simple. Our thing-labeling example will involve classifying wine as yummy or not-so-yummy

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Rocket Internet buys stocks back, stock rises – Samwer writes profits, but profit of his start-ups is missing

For the start-up investor Rocket Internet, a good half year comes to an end.The holdings of CEO Oliver Samwer, however, postpone their prospects for profits. The IPOs from the portfolio are still worthwhile for Oliver Samwer. His company Rocket Internet wrote a profit of 297 million euros in the first half of 2018. Samwer invests in start-ups and wants to

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6 data analytics trends that will dominate 2018

Together with social, mobile and cloud, analytics and associated data technologies have emerged as core business disruptors in the digital age. As companies began the shift from being data-generating to data-powered organizations in 2017, data and analytics became the center of gravity for many enterprises. In 2018, these technologies need to start delivering value. Here

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