AWS Machine Learning - AI

JANUARY 13, 2025

This is where intelligent document processing (IDP), coupled with the power of generative AI , emerges as a game-changing solution. Enhancing the capabilities of IDP is the integration of generative AI, which harnesses large language models (LLMs) and generative techniques to understand and generate human-like text.

Education 112

Education Report Technical Review Generative AI 112

CIO

NOVEMBER 4, 2024

“We noticed that many organizations struggled with interpreting and applying the intricate guidelines of the CMMC framework,” says Jacob Birmingham, VP of Product Development at Camelot Secure. To address compliance fatigue, Camelot began work on its AI wizard in 2023.

Compliance 173

Compliance Artificial Inteligence Guidelines Artificial Intelligence 173

CIO

MARCH 29, 2024

That’s why Rocket Mortgage has been a vigorous implementor of machine learning and AI technologies — and why CIO Brian Woodring emphasizes a “human in the loop” AI strategy that will not be pinned down to any one generative AI model. The rest are on premises.

Generative AI 201

Generative AI Artificial Inteligence AWS Machine Learning 201

AWS Machine Learning - AI

NOVEMBER 21, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 111

Generative AI Guidelines Systems Review AWS 111

AWS Machine Learning - AI

NOVEMBER 7, 2024

Generative AI has transformed customer support, offering businesses the ability to respond faster, more accurately, and with greater personalization. AI agents , powered by large language models (LLMs), can analyze complex customer inquiries, access multiple data sources, and deliver relevant, detailed responses. Python 3.9

Lambda 129

Lambda Enterprise Automotive Knowledge Base 129

AWS Machine Learning - AI

APRIL 10, 2025

As businesses and developers increasingly seek to optimize their language models for specific tasks, the decision between model customization and Retrieval Augmented Generation (RAG) becomes critical. Our study used Amazon Nova Micro and Amazon Nova Lite as baseline FMs and tested their performance across different configurations.

Case Study 123

Case Study Artificial Inteligence Study Generative AI 123

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.

Generative AI 106

Generative AI AWS Innovation Knowledge Base 106

AWS Machine Learning - AI

MARCH 5, 2025

Generative AI question-answering applications are pushing the boundaries of enterprise productivity. These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques.

Generative AI 76

Generative AI Systems Review Software Review Artificial Inteligence 76

AWS Machine Learning - AI

FEBRUARY 6, 2024

Accenture built a regulatory document authoring solution using automated generative AI that enables researchers and testers to produce CTDs efficiently. 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.

Generative AI 130

Generative AI AWS Lambda Technical Review 130

AWS Machine Learning - AI

MARCH 20, 2025

Gartner predicts that by 2027, 40% of generative AI solutions will be multimodal (text, image, audio and video) by 2027, up from 1% in 2023. The McKinsey 2023 State of AI Report identifies data management as a major obstacle to AI adoption and scaling. For example, a request made in the US stays within Regions in the US.

Data 117

Data Generative AI Artificial Inteligence Compliance 117

AWS Machine Learning - AI

MARCH 14, 2024

Generative AI applications driven by foundational models (FMs) are enabling organizations with significant business value in customer experience, productivity, process optimization, and innovations. In this post, we explore different approaches you can take when building applications that use generative AI.

Generative AI 135

Generative AI AWS Applications Artificial Inteligence 135

AWS Machine Learning - AI

NOVEMBER 15, 2024

The rapid advancement of generative AI promises transformative innovation, yet it also presents significant challenges. Concerns about legal implications, accuracy of AI-generated outputs, data privacy, and broader societal impacts have underscored the importance of responsible AI development.

Applications 111

Applications Generative AI AWS Artificial Inteligence 111

AWS Machine Learning - AI

NOVEMBER 20, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Artificial Inteligence 117

Artificial Inteligence Applications Knowledge Base Generative AI 117

AWS Machine Learning - AI

MAY 21, 2024

For several years, we have been actively using machine learning and artificial intelligence (AI) to improve our digital publishing workflow and to deliver a relevant and personalized experience to our readers. These applications are a focus point for our generative AI efforts. and calculating a brand safety score.

Generative AI 139

Generative AI Artificial Inteligence AWS Advertising 139

AWS Machine Learning - AI

NOVEMBER 30, 2023

We believe generative AI has the potential over time to transform virtually every customer experience we know. Innovative startups like Perplexity AI are going all in on AWS for generative AI. AWS innovates to offer the most advanced infrastructure for ML.

Generative AI 145

Generative AI AWS Artificial Inteligence Software Review 145

AWS Machine Learning - AI

APRIL 22, 2024

This post serves as a starting point for any executive seeking to navigate the intersection of generative artificial intelligence (generative AI) and sustainability. A roadmap to generative AI for sustainability In the sections that follow, we provide a roadmap for integrating generative AI into sustainability initiatives 1.

Generative AI 139

Generative AI Sustainability Artificial Inteligence AWS 139

AWS Machine Learning - AI

OCTOBER 2, 2024

Large enterprises are building strategies to harness the power of generative AI across their organizations. Managing bias, intellectual property, prompt safety, and data integrity are critical considerations when deploying generative AI solutions at scale. We focus on the operational excellence pillar in this post.

Generative AI 129

Generative AI Artificial Inteligence AWS Government 129

AWS Machine Learning - AI

JULY 3, 2024

Generative AI and transformer-based large language models (LLMs) have been in the top headlines recently. These models demonstrate impressive performance in question answering, text summarization, code, and text generation. The imperative for regulatory oversight of large language models (or generative AI) in healthcare.

Artificial Inteligence 132

Artificial Inteligence Generative AI Lambda Healthcare 132

AWS Machine Learning - AI

MAY 1, 2025

By following these guidelines, you can fine-tune smaller, more cost-effective models to achieve performance that rivals or even surpasses much larger modelspotentially reducing both inference costs and latency, while maintaining high accuracy for your specific use case. model customization is available in the US West (Oregon) AWS Region.

Generative AI 79

Generative AI AWS Artificial Inteligence Training 79

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

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

AWS Machine Learning - AI

APRIL 29, 2025

In the era of generative AI , new large language models (LLMs) are continually emerging, each with unique capabilities, architectures, and optimizations. Since its launch in 2024, generative AI practitioners, including the teams in Amazon, have started transitioning their workloads from existing FMs and adopting Amazon Nova models.

Artificial Inteligence 86

Artificial Inteligence Performance Data Generative AI 86

CIO

MAY 1, 2024

Is generative AI so important that you need to buy customized keyboards or hire a new chief AI officer, or is all the inflated excitement and investment not yet generating much in the way of returns for organizations? To evaluate the tool, the team created shared guidelines for what a good response looks like.

Generative AI 215

Generative AI Artificial Inteligence Metrics Training 215

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 129

AWS Applications Lambda Knowledge Base 129

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. Amazon Q Business IAM Federation uses Federation with IAM and doesn’t require the use of IAM Identity Center.

Generative AI 129

Generative AI Applications Enterprise AWS 129

AWS Machine Learning - AI

OCTOBER 15, 2024

Now, with the advent of large language models (LLMs), you can use generative AI -powered virtual assistants to provide real-time analysis of speech, identification of areas for improvement, and suggestions for enhancing speech delivery. The generative AI capabilities of Amazon Bedrock efficiently process user speech inputs.

Generative AI 123

Generative AI Virtualization Technical Advisors AWS 123

AWS Machine Learning - AI

AUGUST 22, 2024

At the forefront of harnessing cutting-edge technologies in the insurance sector such as generative artificial intelligence (AI), Verisk is committed to enhancing its clients’ operational efficiencies, productivity, and profitability. Discovery Navigator recently released automated generative AI record summarization capabilities.

Generative AI 117

Generative AI Technical Review Software Review Systems Review 117

AWS Machine Learning - AI

MAY 2, 2025

Build the data assistant agent To establish your knowledge base, follow these steps: Initiate a knowledge base creation process in Amazon Bedrock and incorporate your data sources by following the guidelines in Create a knowledge base in Amazon Bedrock Knowledge Bases. In his free time, Suheel enjoys working out and hiking.

Real Estate 91

Real Estate Artificial Inteligence Knowledge Base Lambda 91

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 1, 2024

Fine-tuning is a powerful approach in natural language processing (NLP) and generative AI , allowing businesses to tailor pre-trained large language models (LLMs) for specific tasks. Following established guidelines, such as those provided by Anthropic , can significantly enhance results.

Artificial Inteligence 97

Artificial Inteligence Generative AI Training Metrics 97

AWS Machine Learning - AI

MARCH 18, 2025

Text processing and contextualization The transcribed text is then fed into an LLM trained on various healthcare datasets, including medical literature, clinical guidelines, and deidentified patient records. They provide feedback, make necessary modifications, and enforce compliance with relevant guidelines and best practices.

Artificial Inteligence 113

Artificial Inteligence Technical Review Healthcare Systems Review 113

AWS Machine Learning - AI

JUNE 24, 2024

But without these rich labels, their customers would be severely limited in the animations they could generate from text inputs. Amazon SageMaker Ground Truth is an AWS managed service that makes it straightforward and cost-effective to get high-quality labeled data for machine learning (ML) models by combining ML and expert human annotation.

Generative AI 118

Generative AI 3D Artificial Inteligence Film 118

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 65

Lambda Generative AI AWS Software Review 65

AWS Machine Learning - AI

OCTOBER 11, 2024

This post shows you how to create an AI-powered, event-driven operations assistant that automatically responds to operational events. It uses Amazon Bedrock , AWS Health , AWS Step Functions , and other AWS services. AWS Cost Anomaly Detection alerts – Notifications about unusual spending patterns or cost spikes.

Cloud 97

Cloud AWS Serverless Policies 97

AWS Machine Learning - AI

MAY 9, 2024

In this post, we describe the development of the customer support process in FAST incorporating generative AI, the data, the architecture, and the evaluation of the results. Conversational AI assistants are rapidly transforming customer and employee support. helped reduce randomness and repetition in the generated responses.

Generative AI 129

Generative AI Artificial Inteligence Technical Review Development Team Review 129

AWS Machine Learning - AI

OCTOBER 24, 2024

Amazon Bedrock Agents helps you accelerate generative AI application development by orchestrating multistep tasks. These agents work with AWS managed infrastructure capabilities and Amazon Bedrock , reducing infrastructure management overhead. Additionally, agents streamline workflows and automate repetitive tasks.

Generative AI 97

Generative AI Artificial Inteligence Applications Knowledge Base 97

AWS Machine Learning - AI

JULY 11, 2024

This solution shows how Amazon Bedrock agents can be configured to accept cloud architecture diagrams, automatically analyze them, and generate Terraform or AWS CloudFormation templates. This solution uses Retrieval Augmented Generation (RAG) to ensure the generated scripts adhere to organizational needs and industry standards.

Software Review 138

Software Review Infrastructure Lambda Generative AI 138