How Palo Alto Networks uses BigQuery ML to automate resource classification

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At Palo Alto Networks, our mission is to enable secure digital transformation for all. Part of our growth through mergers and acquisitions has led to a large, decentralized structure with many engineering teams that contribute to our world-renowned products. Our teams have more than 170,000 projects on Google Cloud, each with its own resource hierarchy …

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GTC Wrap-Up: ‘We Created a Processor for the Generative AI Era,’ NVIDIA CEO Says

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Generative AI promises to revolutionize every industry it touches — all that’s been needed is the technology to meet the challenge. NVIDIA founder and CEO Jensen Huang on Monday introduced that technology — the company’s new Blackwell computing platform — as he outlined the major advances that increased computing power can deliver for everything from …

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ScreenAI: A visual language model for UI and visually-situated language understanding

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Posted by Srinivas Sunkara and Gilles Baechler, Software Engineers, Google Research Screen user interfaces (UIs) and infographics, such as charts, diagrams and tables, play important roles in human communication and human-machine interaction as they facilitate rich and interactive user experiences. UIs and infographics share similar design principles and visual language (e.g., icons and layouts), that …

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6 ways the recruitment process is boosted by AI

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Nobody likes paperwork. And as important as talent acquisition is for any organization, it involves a lot of it: sifting through resumes, posting job descriptions, onboarding new employees. These tasks aren’t all tedium, and in fact, they often require human-level discernment. However, many components of these tasks can now be automated or augmented by AI, …

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ScreenAI: A visual language model for UI and visually-situated language understanding

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Posted by Srinivas Sunkara and Gilles Baechler, Software Engineers, Google Research Screen user interfaces (UIs) and infographics, such as charts, diagrams and tables, play important roles in human communication and human-machine interaction as they facilitate rich and interactive user experiences. UIs and infographics share similar design principles and visual language (e.g., icons and layouts), that …

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Unlock the potential of generative AI in industrial operations

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In the evolving landscape of manufacturing, the transformative power of AI and machine learning (ML) is evident, driving a digital revolution that streamlines operations and boosts productivity. However, this progress introduces unique challenges for enterprises navigating data-driven solutions. Industrial facilities grapple with vast volumes of unstructured data, sourced from sensors, telemetry systems, and equipment dispersed …

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Anthropic’s Claude 3 Sonnet and Claude 3 Haiku are now generally available on Vertex AI

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Earlier this month, we shared the news that Anthropic’s Claude 3 family of models would soon be available to Google Cloud customers on Vertex AI Model Garden. Today, we’re announcing that Claude 3 Sonnet and Claude 3 Haiku are generally available to all customers on Vertex AI. Claude 3 Opus, Anthropic’s most capable and intelligent …

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MELON: Reconstructing 3D objects from images with unknown poses

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Posted by Mark Matthews, Senior Software Engineer, and Dmitry Lagun, Research Scientist, Google Research A person’s prior experience and understanding of the world generally enables them to easily infer what an object looks like in whole, even if only looking at a few 2D pictures of it. Yet the capacity for a computer to reconstruct …

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Sequential Testing Keeps the World Streaming Netflix Part 2: Counting Processes

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Sequential A/B Testing Keeps the World Streaming Netflix Part 2: Counting Processes Michael Lindon, Chris Sanden, Vache Shirikian, Yanjun Liu, Minal Mishra, Martin Tingley Have you ever encountered a bug while streaming Netflix? Did your title stop unexpectedly, or not start at all? In the first installment of this blog series on sequential testing, we described …

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