Google Cloud AI Archives - Liwaiwai

GitLab And Google Cloud Partner To Expand AI-Assisted Capabilities With Customizable Gen AI Foundation Models

GitLab Inc., the most comprehensive, scalable enterprise DevSecOps platform for software innovation, and Google Cloud today announced an extension of its strategic partnership to deliver secure AI offerings to the enterprise. GitLab is trusted by more than 50% of the Fortune 100 to secure and protect their most valuable assets, and leads with a privacy-first approach to AI. By leveraging Google Cloud’s customizable foundation models and open generative AI infrastructure, GitLab will provide customers with AI-assisted features directly within the enterprise DevSecOps platform. GitLab is working with Google Cloud because of its strong commitment to privacy and enterprise readiness, and its…

New AI Agents Can Drive Business Results Faster: Translation Hub, Document AI, And Contact Center AI

When it comes to the adoption of artificial intelligence (AI), we have reached a tipping point. Technologies that were once accessible to only a few are now broadly available. This has led to an explosion in AI investment. However, according to research firm McKinsey, for AI to make a sizable contribution to a company’s bottom line, they “must scale the technology across the organization, infusing it in core business processes” — and based on conversations with our customers, we couldn’t agree more. While investments in pure data science continue to be essential for many, widespread adoption of AI increasingly involves a category…

USAA And Google Cloud: Modernizing Insurance Operations With Machine Learning

Delivering an automated solution capable of going from images of vehicle damage to actual car part repair/replace predictions has been an elusive dream for many auto insurance carriers. Such a solution could not only streamline the repair process, but also increase auditability of repairs and improve overall cost efficiency. In keeping with its reputation for being an innovative leader in the insurance industry, USAA decided it was time for things to change and teamed up with Google to make the dream of touchless claims a reality. Google and USAA previously worked together on an effort to identify damaged regions/parts of a vehicle from a…

Build, Deploy, And Scale ML Models Faster With Vertex AI’s New Training Features

Vertex AI includes over a dozen powerful MLOps tools in one unified interface, so you can build, deploy, and scale ML models faster. We’re constantly updating these tools, and we recently enhanced Vertex AI Training with an improved Local Mode to speed up your debugging process and Auto-Container Packaging to simplify cloud job submissions. In this article, we’ll look at these updates, and how you can use them to accelerate your model training workflow. Debugging is an inherently repetitive process with small code change iterations. Vertex AI Training is a managed cloud environment that spins up VMs, loads dependencies, brings in data, executes code, and tears…

11 Ways We’re Innovating With AI

AI is integral to so much of the work we do at Google. Fundamental advances in computing are helping us confront some of the greatest challenges of this century, like climate change. Meanwhile, AI is also powering updates across our products, including Search, Maps and Photos — demonstrating how machine learning can improve your life in both big and small ways. In case you missed it, here are some of the AI-powered updates we announced at Google I/O. LaMDA is a breakthrough in natural language understanding for dialogue. Human conversations are surprisingly complex. They’re grounded in concepts we’ve learned throughout…

Cash App Uses Google Cloud To Power Mobile Payments Innovation And research

Mobile payments are creating opportunities to reach and benefit more people worldwide by providing services to underbanked communities, and empowering streamlined services in e-commerce and brick-and-mortar stores. Square, a U.S.-based financial services company that specializes in payment software and hardware products, currently stands at the cutting-edge of this industry. The company regularly pursues more powerful, advanced financial services solutions, like its burgeoning consumer finance service Cash App. Cash App has been a particularly active source of innovation. Last year, Square acquired an artificial intelligence (AI) research firm Dessa to bolster Cash App’s existing solutions and drive innovative new mechanisms to…

Beyond COVID-19, Retail Looks To Transform With AI/ML

The global retail industry, which has grappled with waves of change over the past decade, is facing one of its most dynamic and unpredictable periods to date. When I speak with retail executives, some are thriving, some are surviving, and some are struggling. What I have taken from these conversations is that COVID-19 has seriously condensed the timeline available to play ‘catch up’ in developing agile, resilient operating models powered by cloud infrastructure, artificial intelligence and machine learning (AI/ML) technologies. At Google Cloud, we recently commissioned a survey of global retail executives to better understand which AI/ML use cases across…

How AI, And Specifically BERT, Helps The Patent Industry

In recent years the patent industry has begun to use machine-learning (ML) algorithms to add efficiency and insights to business practices. Any company, patent office, or academic institution that works with patents—generating them through innovation, processing applications about them, or developing sophisticated ways to analyze them—will benefit from doing patent analytics and machine learning in Google Cloud. We are excited to release a white paper that outlines a methodology to train a BERT (bidirectional encoder representation from transformers) model on over 100 million patent publications from the U.S. and other countries using open-source tooling. The paper describes how to use the trained model for…

Google Cloud AI Digitizes StoryCorps Archive: Largest Collection Of Human Voices On Planet

For many of us the holiday season will look different this year, separated from the people we love. If you’re in this boat too—mitigating the spread of the coronavirus—thank you and we hope the following story might offer an alternative, but helpful way to connect with friends and family. While we know virtual get-togethers can never fully match the intimacy of in-person conversations, they can keep us connected and maybe even preserve some special moments for future generations. In this spirit, we are sharing our collaboration with StoryCorps, a national non-profit organization dedicated to preserving humanity’s stories through 1:1 interviews. Over…

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