AWS Machine Learning - AI

APRIL 30, 2025

Amazon Bedrock Model Distillation is generally available, and it addresses the fundamental challenge many organizations face when deploying generative AI : how to maintain high performance while reducing costs and latency. You can track these job status details in both the AWS Management Console and AWS SDK.

Artificial Inteligence 115

Artificial Inteligence Generative AI AWS Training 115

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.

AWS 103

AWS Software Review Technical Review Generative AI 103

AWS Machine Learning - AI

DECEMBER 4, 2024

At AWS re:Invent 2024, we are excited to introduce Amazon Bedrock Marketplace. Through Bedrock Marketplace, organizations can use Nemotron’s advanced capabilities while benefiting from the scalable infrastructure of AWS and NVIDIA’s robust technologies. You can find him on LinkedIn.

Artificial Inteligence 106

Artificial Inteligence Microservices Generative AI AWS 106

AWS Machine Learning - AI

APRIL 11, 2024

AWS was delighted to present to and connect with over 18,000 in-person and 267,000 virtual attendees at NVIDIA GTC, a global artificial intelligence (AI) conference that took place March 2024 in San Jose, California, returning to a hybrid, in-person experience for the first time since 2019.

Generative AI 133

Generative AI AWS Artificial Inteligence Innovation 133

CIO

DECEMBER 1, 2023

IT leaders looking for a blueprint for staving off the disruptive threat of generative AI might benefit from a tip from LexisNexis EVP and CTO Jeff Reihl: Be a fast mover in adopting the technology to get ahead of potential disruptors. We use AWS and Azure. But the foray isn’t entirely new. We will pick the optimal LLM.

Generative AI 193

Generative AI Artificial Inteligence ChatGPT Azure 193

AWS Machine Learning - AI

JANUARY 13, 2025

Amazon Q Business can increase productivity across diverse teams, including developers, architects, site reliability engineers (SREs), and product managers. This post shows how MuleSoft introduced a generative AI -powered assistant using Amazon Q Business to enhance their internal Cloud Central dashboard.

Generative AI 106

Generative AI AWS Innovation Knowledge Base 106

AWS Machine Learning - AI

AUGUST 26, 2024

At AWS, we are transforming our seller and customer journeys by using generative artificial intelligence (AI) across the sales lifecycle. Our field organization includes customer-facing teams (account managers, solutions architects, specialists) and internal support functions (sales operations).

Generative AI 128

Generative AI AWS Artificial Inteligence Technical Review 128

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.

Artificial Inteligence 119

Artificial Inteligence AWS Technical Review Policies 119

AWS Machine Learning - AI

FEBRUARY 1, 2024

Resilience plays a pivotal role in the development of any workload, and generative AI workloads are no different. There are unique considerations when engineering generative AI workloads through a resilience lens. There are three general types of vector databases: Dedicated SaaS options like Pinecone.

Generative AI 137

Generative AI Disaster Recovery Artificial Inteligence AWS 137

AWS Machine Learning - AI

APRIL 10, 2025

Today, we are excited to announce that Mistral AI s Pixtral Large foundation model (FM) is generally available in Amazon Bedrock. With this launch, you can now access Mistrals frontier-class multimodal model to build, experiment, and responsibly scale your generative AI ideas on AWS.

Generative AI 108

Generative AI AWS Technical Review Artificial Inteligence 108

AWS Machine Learning - AI

AUGUST 6, 2024

I explored how Bedrock enables customers to build a secure, compliant foundation for generative AI applications. Amazon Bedrock equips you with a powerful and comprehensive toolset to transform your generative AI from a one-size-fits-all solution into one that is finely tailored to your unique needs.

Generative AI 139

Generative AI Artificial Inteligence Applications Knowledge Base 139

AWS Machine Learning - AI

APRIL 30, 2024

This outcome is achieved with a combination of AWS IAM Identity Center and Amazon Q Business. Many AWS enterprise customers use Organizations, and have IAM Identity Center organization instances associated with them.

Generative AI 133

Generative AI AWS Enterprise Authentication 133

AWS Machine Learning - AI

AUGUST 8, 2024

Webex’s focus on delivering inclusive collaboration experiences fuels their innovation, which uses artificial intelligence (AI) and machine learning (ML), to remove the barriers of geography, language, personality, and familiarity with technology. Webex works with the world’s leading business and productivity apps—including AWS.

Generative AI 125

Generative AI Artificial Inteligence AWS Machine Learning 125

AWS Machine Learning - AI

MARCH 14, 2025

These challenges make it difficult for organizations to maintain consistent quality standards across their AI applications, particularly for generative AI outputs. Selected evaluator and generator models enabled in Amazon Bedrock. Confirm the AWS Regions where the model is available and quotas.

Knowledge Base 103

Knowledge Base Applications Artificial Inteligence Generative AI 103

AWS Machine Learning - AI

JULY 29, 2024

In this post, we show how native integrations between Salesforce and Amazon Web Services (AWS) enable you to Bring Your Own Large Language Models (BYO LLMs) from your AWS account to power generative artificial intelligence (AI) applications in Salesforce.

Generative AI 123

Generative AI Artificial Inteligence Applications AWS 123

AWS Machine Learning - AI

OCTOBER 31, 2024

Performing an intelligent search on emails with co-workers can help you find answers to questions, improving productivity and enhancing the overall customer experience for the organization. Amazon Q Business is a fully managed, generative AI-powered assistant designed to enhance enterprise operations.

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AWS Generative AI Groups Applications 119

AWS Machine Learning - AI

NOVEMBER 20, 2024

In this post, we explore how you can use Amazon Q Business , the AWS generative AI-powered assistant, to build a centralized knowledge base for your organization, unifying structured and unstructured datasets from different sources to accelerate decision-making and drive productivity. aligned identity provider (IdP).

Data 111

Data AWS Groups Knowledge Base 111

AWS Machine Learning - AI

MARCH 3, 2025

Increasingly, organizations across industries are turning to generative AI foundation models (FMs) to enhance their applications. SageMaker training jobs, on the other hand, is tailored for organizations that want a fully managed experience for their training workflows. 24xlarge ) for training job usage: 12 P4 instances ( p4d.24xlarge

Artificial Inteligence 98

Artificial Inteligence Generative AI AWS Training 98

AWS Machine Learning - AI

AUGUST 22, 2024

In an earlier post, we discussed how you can build private and secure enterprise generative AI applications with Amazon Q Business and AWS IAM Identity Center. This post shows how you can use Amazon Q Business IAM Federation for user access management of your Amazon Q Business applications.

Generative AI 129

Generative AI Applications Enterprise AWS 129

AWS Machine Learning - AI

NOVEMBER 26, 2023

In this post, we talk about how generative AI is changing the conversational AI industry by providing new customer and bot builder experiences, and the new features in Amazon Lex that take advantage of these advances. In today’s fast-paced world, we expect quick and efficient customer service from every business.

Generative AI 134

Generative AI Artificial Inteligence Training AWS 134

AWS Machine Learning - AI

NOVEMBER 26, 2023

Today, we are excited to announce three launches that will help you enhance personalized customer experiences using Amazon Personalize and generative AI. Whether you’re looking for a managed solution or build your own, you can use these new capabilities to power your journey. We are excited to launch LangChain integration.

Generative AI 123

Generative AI Artificial Inteligence AWS Sport 123

AWS Machine Learning - AI

APRIL 21, 2025

Prompt Optimization is seamlessly integrated into Amazon Bedrock Playground and Prompt Management to easily create, evaluate, store and use optimized prompt in your AI applications. On the AWS Management Console for Prompt Management, users input their original prompt. In his spare time, he loves eating hot pot.

Artificial Inteligence 78

Artificial Inteligence Groups Applications Innovation 78

AWS Machine Learning - AI

AUGUST 14, 2024

Users such as support engineers, project managers, and product managers need to be able to ask questions about an incident or a customer, or get answers from knowledge articles in order to provide excellent customer support. Additionally, you need to hire and staff a large team to build, maintain, and manage such a system.

Generative AI 119

Generative AI Artificial Inteligence AWS Technical Review 119

AWS Machine Learning - AI

MARCH 3, 2025

You can review the Mistral published benchmarks Prerequisites To try out Pixtral 12B in Amazon Bedrock Marketplace, you will need the following prerequisites: An AWS account that will contain all your AWS resources. An AWS Identity and Access Management (IAM) role to access Amazon Bedrock Marketplace and Amazon SageMaker endpoints.

Insurance 108

Insurance AWS eCommerce Software Review 108

AWS Machine Learning - AI

NOVEMBER 27, 2024

Launching a machine learning (ML) training cluster with Amazon SageMaker training jobs is a seamless process that begins with a straightforward API call, AWS Command Line Interface (AWS CLI) command, or AWS SDK interaction. About the Authors Kanwaljit Khurmi is a Principal Worldwide Generative AI Solutions Architect at AWS.

Training 111

Training Artificial Inteligence AWS Machine Learning 111

AWS Machine Learning - AI

SEPTEMBER 4, 2024

Amazon SageMaker , a fully managed service to build, train, and deploy machine learning (ML) models, has seen increased adoption to customize and deploy FMs that power generative AI applications. One of the key features that enables operational excellence around model management is the Model Registry.

Generative AI 108

Generative AI Artificial Inteligence Applications AWS 108

AWS Machine Learning - AI

JANUARY 4, 2024

Generative AI has opened up a lot of potential in the field of AI. We are seeing numerous uses, including text generation, code generation, summarization, translation, chatbots, and more. Randy has held a variety of positions in the technology space, ranging from software engineering to product management.

Generative AI 139

Generative AI Artificial Inteligence Enterprise Data 139

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Generative AI and large language models (LLMs) offer new possibilities, although some businesses might hesitate due to concerns about consistency and adherence to company guidelines. The personalized content is built using generative AI by following human guidance and provided sources of truth.

Generative AI 127

Generative AI Artificial Inteligence Fractional CTO Guidelines 127

CIO

DECEMBER 30, 2024

Generative AI has seen faster and more widespread adoption than any other technology today, with many companies already seeing ROI and scaling up use cases into wide adoption. Vendors are adding gen AI across the board to enterprise software products, and AI developers havent been idle this year either.

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Fractional CTO Software Development CTO Coach Architecture 212

AWS Machine Learning - AI

DECEMBER 3, 2024

translates complex production telemetry data into clear, actionable insights for product managers, customer service specialists, and executives. To learn more about improving your operational efficiency with AI-powered observability, refer to the Amazon Q Business User Guide and explore New Relic AI capabilities.

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Technical Review AWS eCommerce Systems Review 106

AWS Machine Learning - AI

SEPTEMBER 20, 2024

Customers like Deriv were successfully able to reduce new employee onboarding time by up to 45% and overall recruiting efforts by as much as 50% by making generative AI available to all of their employees in a safe way. Employees will have a consistent experience wherever they choose to interact with the generative AI assistant.

Generative AI 104

Generative AI Artificial Inteligence Knowledge Base AWS 104

AWS Machine Learning - AI

DECEMBER 14, 2023

Additionally, we cover the seamless integration of generative AI tools like Amazon CodeWhisperer and Jupyter AI within SageMaker Studio JupyterLab Spaces, illustrating how they empower developers to use AI for coding assistance and innovative problem-solving.

Generative AI 125

Generative AI Tools Artificial Inteligence Software Review 125

AWS Machine Learning - AI

JULY 9, 2024

As generative artificial intelligence (AI) inference becomes increasingly critical for businesses, customers are seeking ways to scale their generative AI operations or integrate generative AI models into existing workflows.

Generative AI 112

Generative AI LAN Artificial Inteligence Artificial Intelligence 112

AWS Machine Learning - AI

MAY 1, 2024

Llama2 by Meta is an example of an LLM offered by AWS. To learn more about Llama 2 on AWS, refer to Llama 2 foundation models from Meta are now available in Amazon SageMaker JumpStart. Virginia) and US West (Oregon) AWS Regions, and most recently announced general availability in the US East (Ohio) Region.

AWS 124

AWS Training Artificial Inteligence Generative AI 124

AWS Machine Learning - AI

AUGUST 29, 2024

This allows developers to take advantage of the power of these advanced models using SageMaker APIs and just a few lines of code, accelerating the deployment of cutting-edge AI capabilities within their applications. aws ecr describe-repositories --repository-names "${nim_image}" --region "${region}" > /dev/null 2>&1 if [ $? -ne

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Generative AI Artificial Inteligence Microservices AWS 90

AWS Machine Learning - AI

OCTOBER 23, 2024

The landscape of enterprise application development is undergoing a seismic shift with the advent of generative AI. This innovative platform empowers employees, regardless of their coding skills, to create generative AI processes and applications through a low-code visual designer.

Generative AI 89

Generative AI Artificial Inteligence Enterprise AWS 89

AWS Machine Learning - AI

JUNE 11, 2024

Wiz has harnessed the power of generative AI to help organizations remove risks in their cloud environment faster. With Wiz’s new integration with Amazon Bedrock , Wiz customers can now generate guided remediation steps backed by foundation models (FMs) running on Amazon Bedrock to reduce their mean time to remediation (MTTR).

Organization 122

Organization Artificial Inteligence Generative AI AWS 122