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. This data includes manuals, communications, documents, and other content across various systems like SharePoint, OneNote, and the company’s intranet.

Generative AI 112

Generative AI AWS Groups Artificial Inteligence 112

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/

AWS 96

AWS Artificial Inteligence Generative AI Training 96

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. Amazon Q offers user-based pricing plans tailored to how the product is used.

AWS 101

AWS Artificial Inteligence Generative AI Machine Learning 101

AWS Machine Learning - AI

NOVEMBER 7, 2024

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. On AWS, you can use the fully managed Amazon Bedrock Agents or tools of your choice such as LangChain agents or LlamaIndex agents.

Generative AI 105

Generative AI AWS Enterprise Artificial Inteligence 105

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.

AWS 287

AWS Programming Training Banking 287

Xebia

APRIL 5, 2023

I heard multiple times that AWS scans public GitHub repositories for AWS credentials and informs its users of the leaked credentials. So I am curious to see this for myself, so I decided to intentionally leak AWS credentials to a Public GitHub repository. Below you will find detailed information about every event.

AWS 246

AWS Policies Testing Linux 246

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.

AWS 91

AWS Generative AI Technical Review Artificial Inteligence 91

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. We have a dedicated team that ensures all systems are up-to-date and running smoothly.

Generative AI 79

Generative AI AWS Technical Review Backup 79

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. App Studio customers, including both enterprises and system integrators, have shared the need for portability and reusability across App Studio instances.

AWS 85

AWS Software Review Technical Review Generative AI 85

AWS Machine Learning - AI

MARCH 20, 2025

Companies of all sizes face mounting pressure to operate efficiently as they manage growing volumes of data, systems, and customer interactions. Users can access these AI capabilities through their organizations single sign-on (SSO), collaborate with team members, and refine AI applications without needing AWS Management Console access.

Generative AI 100

Generative AI Systems Review System Lambda 100

AWS Machine Learning - AI

NOVEMBER 26, 2024

Using vLLM on AWS Trainium and Inferentia makes it possible to host LLMs for high performance inference and scalability. Deploy vLLM on AWS Trainium and Inferentia EC2 instances In these sections, you will be guided through using vLLM on an AWS Inferentia EC2 instance to deploy Meta’s newest Llama 3.2 You will use inf2.xlarge

Artificial Inteligence 91

Artificial Inteligence AWS Artificial Intelligence Generative AI 91

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. To address these challenges, Amazon Bedrock has launched a capability that organization can use to tag on-demand models and monitor associated costs.

Generative AI 132

Generative AI AWS Artificial Inteligence Budget 132

AWS Machine Learning - AI

APRIL 1, 2025

AI agents extend large language models (LLMs) by interacting with external systems, executing complex workflows, and maintaining contextual awareness across operations. Whether youre connecting to external systems or internal data stores or tools, you can now use MCP to interface with all of them in the same way.

Generative AI 132

Generative AI AWS Artificial Inteligence Software Review 132

CIO

DECEMBER 3, 2024

Only three employees were left to maintain the IT system and run the company’s core processes at the time. The thing that makes modernising applications so difficult is the complexity of the heterogeneous systems that companies have developed over the years. IBM and Amazon Web Services (AWS) have partnered up to make this easier.

Industry 183

Industry AWS Banking Agile 183

CIO

MAY 29, 2024

SAP is expanding its AI ecosystem with a partnership with AWS. The cloud hyperscalers AWS, Google and Microsoft are also important platform partners to operate SAP’s cloud applications. The cloud hyperscalers AWS, Google and Microsoft are also important platform partners to operate SAP’s cloud applications.

AWS 187

AWS Artificial Inteligence Generative AI Machine Learning 187

AWS Machine Learning - AI

NOVEMBER 14, 2024

By structuring your prompts with components like subjects, styles, and scenes, you create a modular system that’s simple to adjust and extend. The system offers configurable content filters that can be adjusted to different strength levels, giving fine-tuned control over what types of image content are permitted to be generated.

Engineering 105

Engineering AWS 3D Generative AI 105

AWS Machine Learning - AI

MARCH 14, 2025

Organizations across industries struggle with automating repetitive tasks that span multiple applications and systems of record. Rather than build custom integrations for each system, developers can now create agents that perceive and interact with existing interfaces in a managed, secure way. AWS CDK CLI, follow instructions here.

AWS 124

AWS Generative AI Linux Groups 124

CIO

OCTOBER 17, 2024

Caylent, an AWS cloud consulting partner, uses AI to write most of its code in specific cases, says Clayton Davis, director of cloud-native development there. The systems we currently have simplify the easiest part of programming: writing the code when everything is already understood,” Sergiienko adds.

Software Review 212

Software Review Software Engineering Weak Development Team Engineering 212

CIO

NOVEMBER 26, 2024

Legacy systems and technical debt Barrier: Legacy systems, often deeply embedded in an organization’s operations, pose a significant challenge to IT modernization. These outdated systems are not only costly to maintain but also hinder the integration of new technologies, agility, and business value delivery.

Weak Development Team 183

Weak Development Team Compliance Culture Budget 183

AWS Machine Learning - AI

OCTOBER 16, 2024

This post shows how DPG Media introduced AI-powered processes using Amazon Bedrock and Amazon Transcribe into its video publication pipelines in just 4 weeks, as an evolution towards more automated annotation systems. The evaluation focused on two key factors: price-performance and transcription quality.

Media 109

Media Video Artificial Inteligence Generative AI 109

CIO

DECEMBER 11, 2024

Organizations must decide on their hosting provider, whether it be an on-prem setup, cloud solutions like AWS, GCP, Azure or specialized data platform providers such as Snowflake and Databricks. That made sense when the scope of data governance was limited only to analytical systems, and operational/transactional systems operated separately.

Data 167

Data Technical Review Software Review Weak Development Team 167

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 103

Artificial Inteligence AWS Technical Review Policies 103

AWS Machine Learning - AI

NOVEMBER 7, 2024

This allows the agent to provide context and general information about car parts and systems. Developer tools The solution also uses the following developer tools: AWS Powertools for Lambda – This is a suite of utilities for Lambda functions that generates OpenAPI schemas from your Lambda function code. Python 3.9 or later Node.js

Lambda 121

Lambda Enterprise Automotive Knowledge Base 121

Perficient

FEBRUARY 25, 2025

The Systems Manager (SSM) streamlines managing Windows instances in AWS. Instead of taking a backup, creating a new instance, and reconfiguring the environmentwhich is time-consuming and impacts business operationswe leverage AWS Systems Manager (SSM) to efficiently recover access without disruption.

Windows 52

Windows AWS Systems Review Policies 52

AWS Machine Learning - AI

NOVEMBER 15, 2024

Responsible AI is a practice of designing, developing, and operating AI systems guided by a set of dimensions with the goal to maximize benefits while minimizing potential risks and unintended harm. Safety The safety dimension in responsible AI focuses on preventing harmful system output and misuse.

Applications 104

Applications Generative AI AWS Artificial Inteligence 104

TechCrunch

DECEMBER 29, 2022

The third-largest public cloud infrastructure provider in the world only after AWS and Microsoft has appointed Daniel Zhang, the company’s CEO, as acting president. Daily Crunch: 2 weeks after extended system failure, Alibaba CEO takes over company’s cloud division by Henry Pickavet originally published on TechCrunch.

System 267

System Cloud Windows AWS 267

AWS Machine Learning - AI

APRIL 10, 2025

Training a frontier model is highly compute-intensive, requiring a distributed system of hundreds, or thousands, of accelerated instances running for several weeks or months to complete a single job. Larger clusters, more failures, smaller MTBF As cluster size increases, the entropy of the system increases, resulting in a lower MTBF.

Training 99

Training Artificial Inteligence Hardware Systems Review 99

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.

Scalability 112

Scalability Lambda Generative AI AWS 112

AWS Machine Learning - AI

MARCH 3, 2025

Hybrid architecture with AWS Local Zones To minimize the impact of network latency on TTFT for users regardless of their locations, a hybrid architecture can be implemented by extending AWS services from commercial Regions to edge locations closer to end users. Next, create a subnet inside each Local Zone. Amazon Linux 2).

AWS 73

AWS Artificial Inteligence Technical Review Systems Review 73

Dzone - DevOps

MARCH 24, 2025

Our "serverless" order processing system built on AWS Lambda and API Gateway was humming along, handling 1,000 transactions/minute. The Day Our Serverless Dream Turned into a Nightmare It was 3 PM on a Tuesday. Then, disaster struck.

Lambda 59

Lambda Serverless AWS Engineering 59

CIO

NOVEMBER 18, 2024

We have found that it’s much easier to have a conversation on cost when it is viewed through the lens of product/service or customer profitability than it is to explain why your AWS Elastic Compute Cloud (EC2) instance cost has risen with only the prior months spending as a comparison.

Cloud 166

Cloud Systems Review Technical Review AWS 166

CIO

MARCH 20, 2025

Partnering with AWS Amazon Web Services plays an important role in Japans rugby media strategy, including AWS Elemental Live, which encodes live video from the matches and uploads it to the cloud, and AWS Elemental MediaLive, a live video processing service that encodes streaming video. The cloud is what makes that possible.

Media 103

Media Strategy Cloud Sport 103

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.

Case Study 107

Case Study Artificial Inteligence Study Generative AI 107

Mobilunity

DECEMBER 26, 2024

For medium to large businesses with outdated systems or on-premises infrastructure, transitioning to AWS can revolutionize their IT operations and enhance their capacity to respond to evolving market needs. AWS migration isnt just about moving data; it requires careful planning and execution. Need to hire skilled engineers?

AWS 52

AWS Cloud Weak Development Team DevOps 52

Perficient

MARCH 11, 2025

AWS CloudFormation, a key service in the AWS ecosystem, simplifies IaC by allowing users to easily model and set up AWS resources. This blog explores the best practices for utilizing AWS CloudFormation to achieve reliable, secure, and efficient infrastructure management. Why Use AWS CloudFormation? Example: 3.

AWS 52

AWS Software Review Systems Review Policies 52

AWS Machine Learning - AI

DECEMBER 3, 2024

It empowers team members to interpret and act quickly on observability data, improving system reliability and customer experience. It allows you to inquire about specific services, hosts, or system components directly. This comprehensive approach speeds up troubleshooting, minimizes downtime, and boosts overall system reliability.

Technical Review 98

Technical Review AWS eCommerce Systems Review 98