Prisma Clud

NOVEMBER 22, 2024

Organizations are increasingly turning to cloud providers, like Amazon Web Services (AWS), to address these challenges and power their digital transformation initiatives. However, the vastness of AWS environments and the ease of spinning up new resources and services can lead to cloud sprawl and ongoing security risks.

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AWS Machine Learning - AI

DECEMBER 24, 2024

To simplify infrastructure setup and accelerate distributed training, AWS introduced Amazon SageMaker HyperPod in late 2023. In this blog post, we showcase how you can perform efficient supervised fine tuning for a Meta Llama 3 model using PEFT on AWS Trainium with SageMaker HyperPod. architectures/5.sagemaker-hyperpod/LifecycleScripts/base-config/

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AWS Machine Learning - AI

NOVEMBER 6, 2024

To maintain their competitive edge, organizations are constantly seeking ways to accelerate cloud adoption, streamline processes, and drive innovation. Readers will learn the key design decisions, benefits achieved, and lessons learned from Hearst’s innovative CCoE team. This post is co-written with Steven Craig from Hearst.

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AWS Machine Learning - AI

OCTOBER 17, 2024

During re:Invent 2023, we launched AWS HealthScribe , a HIPAA eligible service that empowers healthcare software vendors to build their clinical applications to use speech recognition and generative AI to automatically create preliminary clinician documentation. AWS HealthScribe will then output two files which are also stored on Amazon S3.

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AWS Machine Learning - AI

DECEMBER 11, 2024

Earlier this year, we published the first in a series of posts about how AWS is transforming our seller and customer journeys using generative AI. Field Advisor serves four primary use cases: AWS-specific knowledge search With Amazon Q Business, weve made internal data sources as well as public AWS content available in Field Advisors index.

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AWS Machine Learning - AI

NOVEMBER 7, 2024

In this second part, we expand the solution and show to further accelerate innovation by centralizing common Generative AI components. It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. You can use AWS services such as Application Load Balancer to implement this approach.

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CIO

APRIL 15, 2025

Explaining further how Googles strategy differs from rivals, such as AWS and Microsoft, Hinchcliffe said, where Microsoft is optimizing for AI as UX layer and AWS is anchoring on primitives, Google is carving out the middle ground a developer-ready but enterprise-scalable agentic architecture.

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CIO

DECEMBER 20, 2024

United claims to be among the earliest users of the Amazon SageMaker ML platform, and it has leveraged its own United Data Hub and AWS Bedrock-based Mars ML platform to create this first batch of production gen AI LLMs.

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AWS Machine Learning - AI

NOVEMBER 15, 2024

With the QnABot on AWS (QnABot), integrated with Microsoft Azure Entra ID access controls, Principal launched an intelligent self-service solution rooted in generative AI. Principal also used the AWS open source repository Lex Web UI to build a frontend chat interface with Principal branding.

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CIO

MAY 1, 2025

Marc offers a bold new blueprint for technology leaders navigating an era where cybersecurity must scale with innovation. You cant eliminate all risk, he says, but you can mitigate itor at least increase visibilityacross systems, processes, and people. Thats where transformation happens.

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AWS Machine Learning - AI

NOVEMBER 22, 2024

This post discusses how to use AWS Step Functions to efficiently coordinate multi-step generative AI workflows, such as parallelizing API calls to Amazon Bedrock to quickly gather answers to lists of submitted questions. You can change and add steps without even writing code, so you can more easily evolve your application and innovate faster.

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TechCrunch

APRIL 20, 2022

Amazon Web Services (AWS) today launched a new program, AWS Impact Accelerator , that will give up to $30 million to early-stage startups led by Black, Latino, LGBTQIA+ and women founders. But critics contend that AWS Impact Accelerator doesn’t go far enough in supporting historically marginalized entrepreneurs.

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AWS Machine Learning - AI

NOVEMBER 13, 2024

Exclusive to Amazon Bedrock, the Amazon Titan family of models incorporates 25 years of experience innovating with AI and machine learning at Amazon. The AWS Command Line Interface (AWS CLI) installed on your machine to upload the dataset to Amazon S3. Amazon Titan Multimodal Embeddings model access in Amazon Bedrock.

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AWS Machine Learning - AI

APRIL 1, 2025

AWS App Studio is a generative AI-powered service that uses natural language to build business applications, empowering a new set of builders to create applications in minutes. Cross-instance Import and Export Enabling straightforward and self-service migration of App Studio applications across AWS Regions and AWS accounts.

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AWS Machine Learning - AI

JANUARY 13, 2025

Amazon Q Business as a web experience makes AWS best practices readily accessible, providing cloud-centered recommendations quickly and making it straightforward to access AWS service functions, limits, and implementations. This post covers how to integrate Amazon Q Business into your enterprise setup.

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Cloudera

DECEMBER 2, 2024

To that end, we’re collaborating with Amazon Web Services (AWS) to deliver a high-performance, energy-efficient, and cost-effective solution by supporting many data services on AWS Graviton. Companies adopting AI now face a new obstacle to innovation: they must support AI development while meeting corporate goals for sustainability.

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AWS Machine Learning - AI

APRIL 21, 2025

On the AWS Management Console for Prompt Management, users input their original prompt. Hao Huang is an Applied Scientist at the AWS Generative AI Innovation Center. is a senior applied scientist with the Generative AI Innovation Centre at AWS. Huong Nguyen is a Principal Product Manager at AWS.

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AWS Machine Learning - AI

NOVEMBER 22, 2024

Seamless integration of latest foundation models (FMs), Prompts, Agents, Knowledge Bases, Guardrails, and other AWS services. Thomson Reuters transforms the way professionals work by delivering innovative tech and GenAI powered by trusted expertise and industry-leading insights. Publish a working version of your guardrail.

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AWS Machine Learning - AI

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. The following figure illustrates the high-level design of the solution.

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AWS Machine Learning - AI

OCTOBER 29, 2024

Refer to Supported Regions and models for batch inference for current supporting AWS Regions and models. To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. Amazon S3 invokes the {stack_name}-create-batch-queue-{AWS-Region} Lambda function.

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AWS Machine Learning - AI

APRIL 29, 2025

Generative AI is rapidly reshaping industries worldwide, empowering businesses to deliver exceptional customer experiences, streamline processes, and push innovation at an unprecedented scale. Post-authentication, users access the UI Layer, a gateway to the Red Teaming Playground built on AWS Amplify and React.

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CIO

OCTOBER 27, 2023

AWS posted a stable 12% revenue growth in the third quarter of 2023 buoyed by demand for generative AI-led services, despite customers trying to optimize their cloud spending. For the last few sequential quarters, revenue growth for AWS has been on a constant decline. AWS posted revenue of $23.06

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AWS Machine Learning - AI

APRIL 10, 2025

Solution overview To evaluate the effectiveness of RAG compared to model customization, we designed a comprehensive testing framework using a set of AWS-specific questions. Our study used Amazon Nova Micro and Amazon Nova Lite as baseline FMs and tested their performance across different configurations.

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AWS Machine Learning - AI

MARCH 27, 2025

Amazon Bedrock cross-Region inference capability that provides organizations with flexibility to access foundation models (FMs) across AWS Regions while maintaining optimal performance and availability. We provide practical examples for both SCP modifications and AWS Control Tower implementations.

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AWS Machine Learning - AI

NOVEMBER 1, 2024

Organizations can now label all Amazon Bedrock models with AWS cost allocation tags , aligning usage to specific organizational taxonomies such as cost centers, business units, and applications. Enhanced visibility and control over AI-related expenses enables organizations to maximize their generative AI investments and foster innovation.

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CIO

DECEMBER 3, 2024

What companies need to do in order to cope with future challenges is adapt quickly: slim down and become more agile, be more innovative, become more cost-effective, yet be secure in IT terms. IBM and Amazon Web Services (AWS) have partnered up to make this easier. That’s why the issue is so important today.

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AWS Machine Learning - AI

APRIL 1, 2025

invoke(input_text=Convert 11am from NYC time to London time) We showcase an example of building an agent to understand your Amazon Web Service (AWS) spend by connecting to AWS Cost Explorer , Amazon CloudWatch , and Perplexity AI through MCP. This gives you an AI agent that can transform the way you manage your AWS spend.

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AWS Machine Learning - AI

APRIL 30, 2025

We recommend referring to the Submit a model distillation job in Amazon Bedrock in the official AWS documentation for the most up-to-date and comprehensive information. This science innovation automatically generates additional training examples that improve the student models ability to generate better response.

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AWS Machine Learning - AI

OCTOBER 16, 2024

DPG Media chose Amazon Transcribe for its ease of transcription and low maintenance, with the added benefit of incremental improvements by AWS over the years. The flexibility to experiment with multiple models was appreciated, and there are plans to try out Anthropic Claude Opus when it becomes available in their desired AWS Region.

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AWS Machine Learning - AI

OCTOBER 29, 2024

This solution uses decorators in your application code to capture and log metadata such as input prompts, output results, run time, and custom metadata, offering enhanced security, ease of use, flexibility, and integration with native AWS services.

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CIO

APRIL 17, 2025

Historically, cloud migration usually meant moving on-premises workloads to a public cloud, like Amazon Web Services (AWS) or Microsoft Azure. These are both managed NoSQL databases on Azure and AWS, respectively. You may need to overhaul configurations. As an example, take CosmosDB and DynamoDB.

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CIO

SEPTEMBER 9, 2024

Despite these opportunities, Tencent Cloud faces challenges from competitors, requiring a careful balancing act between innovation and market adaptability. Tencent Cloud’s deployment of palm verification for secure identity authentication, particularly in collaboration with Telkomsel in Indonesia, underscores its ability to innovate.

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AWS Machine Learning - AI

NOVEMBER 14, 2024

Prerequisites To perform this solution, complete the following: Create and activate an AWS account. Make sure your AWS credentials are configured correctly. This tutorial assumes you have the necessary AWS Identity and Access Management (IAM) permissions. For this walkthrough, we will use the AWS CLI to trigger the processing.

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AWS Machine Learning - AI

NOVEMBER 14, 2024

This is where AWS and generative AI can revolutionize the way we plan and prepare for our next adventure. This innovative service goes beyond traditional trip planning methods, offering real-time interaction through a chat-based interface and maintaining scalability, reliability, and data security through AWS native services.

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CIO

FEBRUARY 2, 2024

Amazon Web Services (AWS), the cloud computing arm of Amazon, posted a 13% growth in revenue in the fourth quarter of 2023 buoyed by demand for generative AI -related services, despite continued cost optimization activity by enterprises. “Similar to what we shared last quarter, we continue to see the diminishing impact of cost optimizations.

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AWS Machine Learning - AI

NOVEMBER 6, 2024

By using these powerful models, you can enhance your applications with advanced NLP capabilities, accelerate your development process, and deliver innovative solutions to your users. You can interact with Amazon Bedrock using AWS SDKs available in Python, Java, Node.js, and more. If you don’t have one, you can create a new account.

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