SSD vs. NVMe: What’s the difference?

Recent technological advancements in data storage have prompted businesses and consumers to move away from traditional hard disk drives (HDDs) towards faster, lower-latency solid-state drive (SSD) technology. In this post, we’re going to look at this new technology, as well as the fastest and most popular protocol available to connect it to a computer’s motherboard—non-volatile …

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Use Amazon SageMaker Studio to build a RAG question answering solution with Llama 2, LangChain, and Pinecone for fast experimentation

Retrieval Augmented Generation (RAG) allows you to provide a large language model (LLM) with access to data from external knowledge sources such as repositories, databases, and APIs without the need to fine-tune it. When using generative AI for question answering, RAG enables LLMs to answer questions with the most relevant, up-to-date information and optionally cite …

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Emerging practices for Society-Centered AI

Posted by Anoop Sinha, Research Director, Technology & Society, and Yossi Matias, Vice President, Google Research The first of Google’s AI Principles is to “Be socially beneficial.” As AI practitioners, we’re inspired by the transformative potential of AI technologies to benefit society and our shared environment at a scale and swiftness that wasn’t possible before. …

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Emerging practices for Society-Centered AI

Posted by Anoop Sinha, Research Director, Technology & Society, and Yossi Matias, Vice President, Google Research The first of Google’s AI Principles is to “Be socially beneficial.” As AI practitioners, we’re inspired by the transformative potential of AI technologies to benefit society and our shared environment at a scale and swiftness that wasn’t possible before. …

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Moderate your Amazon IVS live stream using Amazon Rekognition

Amazon Interactive Video Service (Amazon IVS) is a managed live streaming solution that is designed to provide a quick and straightforward setup to let you build interactive video experiences and handles interactive video content from ingestion to delivery. With the increased usage of live streaming, the need for effective content moderation becomes even more crucial. …

The four building blocks of responsible generative AI in banking

The future of banking is generative. While headlines often exaggerate how generative AI (gen AI) will radically transform finance, the truth is more nuanced. At Google Cloud, we’re optimistic about gen AI’s potential to improve the banking sector for both banks and their customers. We also believe that it can be done in a responsible …

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Responsible AI at Google Research: Adversarial testing for generative AI safety

Posted by Kathy Meier-Hellstern, Building Responsible AI & Data Systems, Director, Google Research The Responsible AI and Human-Centered Technology (RAI-HCT) team within Google Research is committed to advancing the theory and practice of responsible human-centered AI through a lens of culturally-aware research, to meet the needs of billions of users today, and blaze the path …