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Large language model inference over confidential data using AWS Nitro Enclaves

Large language model inference over confidential data using AWS Nitro Enclaves

This post is co-written with Justin Miles, Liv d’Aliberti, and Joe Kovba from Leidos.  Leidos is a Fortune 500 science and technology solutions leader working to address some of the world’s toughest challenges in the defense, intelligence, homeland security, civil, and healthcare markets. In this post, we discuss how Leidos worked with AWS to develop an …

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How VistaPrint delivers personalized product recommendations with Amazon Personalize

How VistaPrint delivers personalized product recommendations with Amazon Personalize

VistaPrint, a Cimpress business, is the design and marketing partner to millions of small businesses around the world. For more than two decades, VistaPrint has empowered small businesses to quickly and effectively create the marketing products – from promotional materials and signage to print advertising and more – to get the job done, regardless of …

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Azure AI Health Bot helps create copilot experiences with healthcare safeguards

Azure AI Health Bot helps create copilot experiences with healthcare safeguards

Co-authored by Bert Hoorne, Senior Program Manager, Health AI and Lilach Goldshtein, Program Manager, Health AI. The generative AI era is driving demand for chatbots and copilots for health that assist patients and medical professionals with various administrative and clinical tasks. These chatbots would potentially use large language models (LLMs) to generate conversational AI chat …

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Automate the process to change image backgrounds using Amazon Bedrock and AWS Step Functions

Automate the process to change image backgrounds using Amazon Bedrock and AWS Step Functions

Many customers, including those in creative advertising, media and entertainment, ecommerce, and fashion, often need to change the background in a large number of images. Typically, this involves manually editing each image with photo software. This can take a lot of effort, especially for large batches of images. However, Amazon Bedrock and AWS Step Functions …

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Modernize and build intelligent apps with support from Microsoft partner solutions

Modernize and build intelligent apps with support from Microsoft partner solutions

AI transformation drives significant business value, as a recent study of over 2000 business leaders and decision-makers found:  For every USD1 a company invests in AI, it realizes an average return of USD3.50. Organizations realize a return on their AI investments within 14 months. 92% of AI deployments take 12 months or less.  71% of …

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Paralympian Lex Gillette’s top 7 AI tools for accessibility

Paralympian Lex Gillette’s top 7 AI tools for accessibility

Discover the AI innovations empowering lives on and off the athletic track Human sighted guides are instrumental in supporting blind athletes. They offer comprehensive instructions on adaptations, training, and methodologies. Today, much like a guide, Azure OpenAI Service is helping power Microsoft apps that help people accomplish their goals, no matter how large. Copilot for Microsoft …

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Azure multicloud networking: Native and partner solutions

Azure multicloud networking: Native and partner solutions

Enterprise customers are increasingly adopting multiple cloud providers—per a recent Gartner Survey, By 2027, over 90% of enterprises will adopt multicloud models, up from 80% in 2023, for differentiated capabilities and interoperability and to mitigate vendor lock-in risks.1 The intentional drivers for this trend include data sovereignty, which refers to the legal requirement to store data within …

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6 ways generative AI helps improve accessibility for all with Azure 

6 ways generative AI helps improve accessibility for all with Azure 

 In the rapidly evolving world of technology, generative AI stands out, especially in its potential to transform the lives of people with disabilities. The past year has witnessed unparalleled advances in this domain, catalyzing significant breakthroughs in accessibility. The excitement surrounding generative AI is not just about the convenience it offers to the general populace, …

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Efficiently fine-tune the ESM-2 protein language model with Amazon SageMaker

Efficiently fine-tune the ESM-2 protein language model with Amazon SageMaker

In this post, we demonstrate how to efficiently fine-tune a state-of-the-art protein language model (pLM) to predict protein subcellular localization using Amazon SageMaker. Proteins are the molecular machines of the body, responsible for everything from moving your muscles to responding to infections. Despite this variety, all proteins are made of repeating chains of molecules called …

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