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

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

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 …

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

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

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

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 …

The advantages and disadvantages of renewable energy

New developments in renewable energy are making headlines and inspiring hope in communities worldwide, from a remote Arctic village working to harness solar and wind power under challenging conditions to a U.S. Air Force base planning an advanced, utility-scale geothermal power system. As much of the world grapples with mitigating the effects of climate change …