Responsibility is a learned behavior. Over time we connect the dots, understanding the need to meet societal expectations, comply with rules and laws, and to respect the rights of others. We see the link between responsibility, accountability and subsequent rewards. When we act responsibly, the rewards are positive; when we don’t, we can face negative …
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Posted by Jinsung Yoon and Sercan O. Arik, Research Scientists, Google Research, Cloud AI Team Anomaly detection (AD), the task of distinguishing anomalies from normal data, plays a vital role in many real-world applications, such as detecting faulty products from vision sensors in manufacturing, fraudulent behaviors in financial transactions, or network security threats. Depending on …
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Machine learning (ML) has become ubiquitous. Our customers are employing ML in every aspect of their business, including the products and services they build, and for drawing insights about their customers. To build an ML-based application, you have to first build the ML model that serves your business requirement. Building ML models involves preparing the …
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The new large language model (LLM)-driven chatbots could significantly improve customer experience (CX), according to veterans in the field.Read More
Biden’s speech calling for better data protections got a standing ovation from both sides of the aisle. So, where’s a federal privacy law?
Artificially intelligent neural networks, trained by images and videos available on the internet, can recognize faces, objects, and more. But there’s a serious drawback. Teaching machine learning algorithms how to identify people or items by relying solely on the visual library of faces and objects found online underrepresents socioeconomic and demographic groups.
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Holiday e-commerce campaigns can be … weird. The language and narratives that tend to thrive in retail campaigns can let you down at key calendar moments like Valentine’s Day, Mother’s Day, and Black Friday. Tried-and-true approaches don’t always produce the highest performance. We saw that loud and clear when we examined e-commerce campaigns looking for …
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Want to grow your organic rankings? Apply these 11 SEO best practices to ensure your content is optimized for search and start seeing your rankings improve.
Posted by Sanjiv Kumar, VP and Google Fellow, Google Research (This is Part 4 in our series of posts covering different topical areas of research at Google. You can find other posts in the series here.) The explosion in deep learning a decade ago was catapulted in part by the convergence of new algorithms and …
Read more “Google Research, 2022 & beyond: Algorithms for efficient deep learning”