AWS Machine Learning - AI

MARCH 7, 2025

An AWS Batch job reads these documents, chunks them into smaller slices, then creates embeddings of the text chunks using the Amazon Titan Text Embeddings model through Amazon Bedrock and stores them in an Amazon OpenSearch Service vector database. Verisk also has a legal review for IP protection and compliance within their contracts.

Generative AI 89

Generative AI Technical Review Insurance Policies 89

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 127

Lambda Enterprise Automotive Knowledge Base 127

AWS Machine Learning - AI

NOVEMBER 21, 2024

Prerequisites To implement the proposed solution, make sure you have satisfied the following requirements: Have an active AWS account. Ethical prompting techniques When setting up your batch inference job, it’s crucial to incorporate ethical guidelines into your prompts. Create a guardrail based on your specific responsible AI needs.

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Generative AI Guidelines Systems Review AWS 109

AWS Machine Learning - AI

DECEMBER 11, 2024

In this post, we illustrate how EBSCOlearning partnered with AWS Generative AI Innovation Center (GenAIIC) to use the power of generative AI in revolutionizing their learning assessment process. This multifaceted approach makes sure that the questions adhere to all quality standards and guidelines. Sonnet in Amazon Bedrock.

Generative AI 83

Generative AI Artificial Inteligence Guidelines Education 83

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. MuleSoft from Salesforce provides the Anypoint platform that gives IT the tools to automate everything.

Generative AI 101

Generative AI AWS Innovation Knowledge Base 101

CIO

FEBRUARY 4, 2025

Capital One built Cloud Custodian initially to address the issue of dev/test systems left running with little utilization. Architects must combine functional requirements with multiple other long-term requirements to build sustainable systems. The rapid adoption of AI is making the challenge an order of magnitude worse.

Sustainability 156

Sustainability Technical Review Architecture Fractional CTO 156

AWS Machine Learning - AI

APRIL 18, 2024

Tools like Terraform and AWS CloudFormation are pivotal for such transitions, offering infrastructure as code (IaC) capabilities that define and manage complex cloud environments with precision. AWS Landing Zone addresses this need by offering a standardized approach to deploying AWS resources.

AWS 127

AWS Applications Lambda Knowledge Base 127

AWS Machine Learning - AI

MARCH 20, 2025

Cross-Region inference enables seamless management of unplanned traffic bursts by using compute across different AWS Regions. Amazon Bedrock Data Automation optimizes for available AWS Regional capacity by automatically routing across regions within the same geographic area to maximize throughput at no additional cost.

Data 112

Data Generative AI Artificial Inteligence Compliance 112

AWS Machine Learning - AI

NOVEMBER 20, 2024

To evaluate the effectiveness of a RAG system, we focus on three key metrics: Answer relevancy – Measures how well the generated answer addresses the user’s query. Prerequisites Before proceeding with this tutorial, make sure you have the following in place: AWS account – You should have an AWS account with access to Amazon Bedrock.

Artificial Inteligence 115

Artificial Inteligence Applications Knowledge Base Generative AI 115

Palo Alto Networks

OCTOBER 22, 2024

{{interview_audio_title}} 00:00 00:00 Volume Slider 10s 10s 10s 10s Seek Slider The genesis of cloud computing can be traced back to the 1960s concept of utility computing, but it came into its own with the launch of Amazon Web Services (AWS) in 2006. As a result, another crucial misconception revolves around the shared responsibility model.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

Xebia

FEBRUARY 19, 2024

In this blog post, we examine the relative costs of different language runtimes on AWS Lambda. Many languages can be used with AWS Lambda today, so we focus on four interesting ones. Rust just came to AWS Lambda in November 2023 , so probably a lot of folks are wondering whether to try it out.

Lambda 130

Lambda AWS Software Review Systems Review 130

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. For more Mistral resources on AWS, check out the GitHub repo. Choose Deploy to begin using the model.

Insurance 96

Insurance AWS eCommerce Software Review 96

AWS Machine Learning - AI

FEBRUARY 6, 2024

By extracting key data from testing reports, the system uses Amazon SageMaker JumpStart and other AWS AI services to generate CTDs in the proper format. Users can quickly review and adjust the computer-generated reports before submission. The user-friendly system also employs encryption for security.

Generative AI 127

Generative AI AWS Lambda Technical Review 127

Xebia

NOVEMBER 28, 2023

Here’s what you can expect in this engaging journey: Revisiting networking concepts from the client’s perspective: Before setting up anything on the server side, we’ll begin by reviewing fundamental networking concepts from the client’s perspective to ensure a solid grasp of the essentials that underpin the forthcoming discussions.

AWS 130

AWS Network Systems Review Disaster Recovery 130

AWS Machine Learning - AI

AUGUST 22, 2024

Verisk’s Discovery Navigator product is a leading medical record review platform designed for property and casualty claims professionals, with applications to any industry that manages large volumes of medical records. This allows reviewers to access necessary information in minutes, compared to the hours spent doing this manually.

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Generative AI Technical Review Software Review Systems Review 111

AWS Machine Learning - AI

FEBRUARY 25, 2025

This post demonstrates how you can use Amazon Bedrock Agents to create an intelligent solution to streamline the resolution of Terraform and AWS CloudFormation code issues through context-aware troubleshooting. This setup makes sure that AWS infrastructure deployments using IaC align with organizational security and compliance measures.

Lambda 63

Lambda Generative AI AWS Software Review 63

Altexsoft

MAY 20, 2020

How an IoT system works. Electronic sensors capture signals from the physical world, convert them into digital form, and feed to the IoT system. Actuators receive signals from the IoT system and translate them into physical actions manipulating equipment. AWS IoT Platform: the best place to build smart cities.

IoT 141

IoT Azure AWS Transportation 141

AWS Machine Learning - AI

NOVEMBER 30, 2023

The number of companies launching generative AI applications on AWS is substantial and building quickly, including adidas, Booking.com, Bridgewater Associates, Clariant, Cox Automotive, GoDaddy, and LexisNexis Legal & Professional, to name just a few. Innovative startups like Perplexity AI are going all in on AWS for generative AI.

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Generative AI AWS Artificial Inteligence Software Review 143

AWS Machine Learning - AI

MARCH 14, 2024

By the end, you will have solid guidelines and a helpful flow chart for determining the best method to develop your own FM-powered applications, grounded in real-life examples. Generative AI with AWS The emergence of FMs is creating both opportunities and challenges for organizations looking to use these technologies.

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Generative AI AWS Applications Artificial Inteligence 130

AWS Machine Learning - AI

NOVEMBER 1, 2024

The preceding table has been structured in JSONL format with system, user role (which contains the data and the question), and assistant role (which has answers). The following are two effective methods: Human evaluation – This method involves subject matter experts (SMEs) manually reviewing each data point for quality and relevance.

Artificial Inteligence 95

Artificial Inteligence Generative AI Training Metrics 95

AWS Machine Learning - AI

MARCH 20, 2025

Our partnership with AWS and our commitment to be early adopters of innovative technologies like Amazon Bedrock underscore our dedication to making advanced HCM technology accessible for businesses of any size. We are thrilled to partner with AWS on this groundbreaking generative AI project. John Canada, VP of Engineering at Asure.

Generative AI 79

Generative AI Artificial Inteligence Metrics AWS 79

AWS Machine Learning - AI

OCTOBER 2, 2024

In this post, we share AWS guidance that we have learned and developed as part of real-world projects into practical guides oriented towards the AWS Well-Architected Framework , which is used to build production infrastructure and applications on AWS. We focus on the operational excellence pillar in this post.

Generative AI 122

Generative AI Artificial Inteligence AWS Government 122

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. Generative AI on AWS can transform user experiences for customers while maintaining brand consistency and your desired customization.

Generative AI 121

Generative AI Artificial Inteligence Fractional CTO Guidelines 121

AWS Machine Learning - AI

MAY 9, 2024

The Opportunity Verisk FAST’s initial foray into using AI was due to the immense breadth and complexity of the platform. It relies on a Retrieval Augmented Generation (RAG) approach and a mix of AWS services and proprietary configuration to instantly answer most user questions about the Verisk FAST platform’s extensive capabilities.

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Generative AI Artificial Inteligence Technical Review Development Team Review 129

AWS Machine Learning - AI

JULY 3, 2024

The use cases can range from medical information extraction and clinical notes summarization to marketing content generation and medical-legal review automation (MLR process). To answer this question, the AWS Generative AI Innovation Center recently developed an AI assistant for medical content generation.

Artificial Inteligence 127

Artificial Inteligence Generative AI Lambda Healthcare 127

AWS Machine Learning - AI

OCTOBER 15, 2024

In the following sections, we walk you through constructing a scalable, serverless, end-to-end Public Speaking Mentor AI Assistant with Amazon Bedrock, Amazon Transcribe , and AWS Step Functions using provided sample code. Sonnet model, the system prompt, maximum tokens, and the transcribed speech text as inputs to the API.

Generative AI 122

Generative AI Virtualization Technical Advisors AWS 122

AWS Machine Learning - AI

JULY 18, 2024

This step helps filter out irrelevant or inappropriate queries, maintaining the integrity of the system. Ingestion workflow The ingestion workflow is an offline process that prepares the system for serving customer queries. This process occurs over AWS PrivateLink for Amazon Bedrock , a protected and private connection in your VPC.

Artificial Inteligence 131

Artificial Inteligence Generative AI Small Business Systems Review 131

AWS Machine Learning - AI

APRIL 24, 2024

With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests. Agents for Amazon Bedrock approach Agents for Amazon Bedrock allows you to build generative AI applications that can run multi-step tasks across a company’s systems and data sources.

Artificial Inteligence 133

Artificial Inteligence Lambda Knowledge Base IoT 133

AWS Machine Learning - AI

OCTOBER 15, 2024

Despite the existence of AWS Application Discovery Service or the presence of some form of configuration management database (CMDB), customers still face many challenges. Customization and adaptability : Action groups allow users to customize migration workflows to suit specific AWS environments and requirements.

Lambda 92

Lambda Knowledge Base AWS Generative AI 92

AWS Machine Learning - AI

AUGUST 22, 2024

Amazon Q Business is a conversational assistant powered by generative artificial intelligence (AI) that enhances workforce productivity by answering questions and completing tasks based on information in your enterprise systems, which each user is authorized to access.

Generative AI 126

Generative AI Applications Enterprise AWS 126

CIO

JANUARY 31, 2024

AWS also has models to reduce data processing and storage, and tools to “right size” infrastructure for AI application. Verne Global Iceland, one of Deepl’s Icelandic providers, claims to be the interconnect site for all submarine cable systems to and from Iceland, with redundant, high-capacity fiber connectivity to Europe and the US.

Sustainability 202

Sustainability Data Center Energy Artificial Intelligence 202

Lacework

JULY 27, 2022

In cybersecurity compliance is simply the practice of proving that what you’re doing is in line with some set of guidelines or policies. Given the interconnected nature of the financial system behind credit cards, it makes sense that everyone involved should have to follow a common security baseline. Compliant with what?

Compliance 72

Compliance Security AWS Meeting 72

Firemon

SEPTEMBER 1, 2022

Amazon Web Services (AWS), the most commonly used cloud platform, recently released the Ransomware Risk Management on AWS Using the NIST Cyber Security Framework (CSF) whitepaper. The guidelines for protecting your cloud directly correlate to the general security best practices of Identify and Protect, Detect and Respond, and Recover.

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Cloud Weak Development Team AWS Guidelines 98

AWS Machine Learning - AI

AUGUST 6, 2024

The solution is powered by Amazon Bedrock and customized with data to go beyond traditional email-based systems. And, we’ll cover related announcements from the recent AWS New York Summit. Our Prompt Engineering Guidelines outline various prompting strategies and best practices for optimizing LLM performance across applications.

Generative AI 136

Generative AI Artificial Inteligence Applications Knowledge Base 136

AWS Machine Learning - AI

FEBRUARY 8, 2024

System integration – Agents make API calls to integrated company systems to run specific actions. The agent’s instructions are descriptive guidelines outlining the agent’s intended actions. AWS Identity and Access Management (IAM) permissions for the preceding resources. Postprocessing is disabled by default.

Knowledge Base 139

Knowledge Base Insurance Lambda AWS 139

AWS Machine Learning - AI

OCTOBER 24, 2024

These agents work with AWS managed infrastructure capabilities and Amazon Bedrock , reducing infrastructure management overhead. The agent can recommend software and architecture design best practices using the AWS Well-Architected Framework for the overall system design. What are the top five most expensive products?

Generative AI 94

Generative AI Artificial Inteligence Applications Knowledge Base 94

Tenable

JANUARY 12, 2024

As nations and organizations embrace the transformative power of AI, it is important that we provide concrete recommendations to AI end users and cultivate a resilient foundation for the safe development and use of AI systems,” she added. Here’s the full list of updated CIS Benchmarks for December: CIS Amazon Linux 2 Benchmark v3.0.0

Systems Review 75

Systems Review System Technical Review Development Team Review 75