What Are Large Language Models Used For?

AI applications are summarizing articles, writing stories and engaging in long conversations — and large language models are doing the heavy lifting. A large language model, or LLM, is a deep learning algorithm that can recognize, summarize, translate, predict and generate text and other content based on knowledge gained from massive datasets. Large language models …

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Palantir Announces Availability of Foundry on Microsoft Azure

Editor’s Note: Find out more on our Palantir and Microsoft page, or visit the Microsoft Azure Marketplace. Amid global economic uncertainty, access to integrated, protected, and trusted data and analytics is more vital than ever when it comes to creating business value. To further enable transformative outcomes, Palantir is pleased to partner with Microsoft in …

Unlocking the power of data governance by understanding key challenges

In our last blog, we introduced Data Governance: what it is and why it is so important. In this blog, we will explore the challenges that organizations face as they start their governance journey. Organizations have long struggled with data management and understanding data in a complex and ever-growing data landscape. While operational data runs …

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Learning with queried hints

Posted by Sreenivas Gollapudi, Senior Staff Research Scientist, and Kostas Kollias, Staff Research Scientist, Google Research, Algorithms & Optimization Team In many computing applications the system needs to make decisions to serve requests that arrive in an online fashion. Consider, for instance, the example of a navigation app that responds to driver requests. In such …

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Build a loyalty points anomaly detector using Amazon Lookout for Metrics

Today, gaining customer loyalty cannot be a one-off thing. A brand needs a focused and integrated plan to retain its best customers—put simply, it needs a customer loyalty program. Earn and burn programs are one of the main paradigms. A typical earn and burn program rewards customers after a certain number of visits or spend. …

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Braced From Space: Startup Keeps Watchful Eye on Gas Pipeline Leaks Across the Globe

As its name suggests, Orbital Sidekick is creating technology that acts as a buddy in outer space, keeping an eye on the globe using satellites to help keep it safe and sustainable. The San Francisco-based startup, a member of the NVIDIA Inception program, enables commercial and government users to optimize sustainable operations and security with …

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Deciphering Clinical Abbreviations with Privacy Protecting ML

Posted by Posted by Alvin Rajkomar, Research Scientist, and Eric Loreaux, Software Engineer, Google Research Today many people have digital access to their medical records, including their doctor’s clinical notes. However, clinical notes are hard to understand because of the specialized language that clinicians use, which contains unfamiliar shorthand and abbreviations. In fact, there are …

Scaling machine learning inference with NVIDIA TensorRT and Google Dataflow

A collaboration between Google Cloud and NVIDIA has enabled Apache Beam users to maximize the performance of ML models within their data processing pipelines, using NVIDIA TensorRTand NVIDIA GPUs alongside the new Apache Beam TensorRTEngineHandler.  The NVIDIA TensorRT SDK provides high-performance, neural network inference that lets developers optimize and deploy trained ML models on NVIDIA …

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Supersizing AI: Sweden Turbocharges Its Innovation Engine

Sweden is outfitting its AI supercomputer for a journey to the cutting edge of machine learning, robotics and healthcare. It couldn’t ask for a better guide than Anders Ynnerman (above). His signature blue suit, black spectacles and gentle voice act as calm camouflage for a pioneering spirit. Early on, he showed a deep interest in …

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5 Proven Ways How Chatbots Can Help Enterprise Businesses Scale

Enterprises. Think behemoths. The big guns. The giants in the industry. While there is no cut-and-dry explanation as to what exactly an enterprise is, one can safely assume that enterprise businesses are those whose revenues range from $1 million to a few billion dollars. The E.U. defines enterprise businesses as those that employ more than 250 people. …