AWS Machine Learning - AI

OCTOBER 17, 2024

With the advent of generative AI and machine learning, new opportunities for enhancement became available for different industries and processes. AWS HealthScribe combines speech recognition and generative AI trained specifically for healthcare documentation to accelerate clinical documentation and enhance the consultation experience.

AWS 113

AWS Artificial Inteligence Generative AI Machine Learning 113

AWS Machine Learning - AI

NOVEMBER 12, 2024

You may check out additional reference notebooks on aws-samples for how to use Meta’s Llama models hosted on Amazon Bedrock. You can implement these steps either from the AWS Management Console or using the latest version of the AWS Command Line Interface (AWS CLI). As we can see the data retrieval is more accurate.

Generative AI 119

Generative AI Artificial Inteligence Industry Analysis 119

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. Specifically, we discuss Data Replys red teaming solution, a comprehensive blueprint to enhance AI safety and responsible AI practices.

Generative AI 72

Generative AI Weak Development Team AWS Artificial Inteligence 72

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 process presented several significant challenges. To get started, contact your AWS account manager.

Generative AI 96

Generative AI Artificial Inteligence Guidelines Education 96

AWS Machine Learning - AI

APRIL 30, 2025

As generative AI revolutionizes industries, organizations are eager to harness its potential. However, the journey from production-ready solutions to full-scale implementation can present distinct operational and technical considerations. For more information, you can watch the AWS Summit Milan 2024 presentation.

Generative AI 68

Generative AI Artificial Inteligence AWS Machine Learning 68

AWS Machine Learning - AI

MARCH 7, 2025

At the forefront of using generative AI in the insurance industry, Verisks generative AI-powered solutions, like Mozart, remain rooted in ethical and responsible AI use. The new Mozart companion is built using Amazon Bedrock. In the future, Verisk intends to use the Amazon Titan Embeddings V2 model.

Generative AI 102

Generative AI Technical Review Insurance Policies 102

AWS Machine Learning - AI

DECEMBER 24, 2024

In addition to cost, performing fine tuning for LLMs at scale presents significant technical challenges. Manually managing such complexity can often be counter-productive and take away valuable resources from your businesses AI development. To learn more about Trainium chips and the Neuron SDK, see Welcome to AWS Neuron.

AWS 106

AWS Artificial Inteligence Generative AI Training 106

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 130

Scalability Lambda Generative AI AWS 130

AWS Machine Learning - AI

JANUARY 22, 2025

However, to describe what is occurring in the video from what can be visually observed, we can harness the image analysis capabilities of generative AI. Prompt engineering Prompt engineering is the process of carefully designing the input prompts or instructions that are given to LLMs and other generative AI systems.

Generative AI 111

Generative AI Video Analysis Technical Review 111

AWS Machine Learning - AI

APRIL 10, 2025

Approach and base model overview In this section, we discuss the differences between a fine-tuning and RAG approach, present common use cases for each approach, and provide an overview of the base model used for experiments. The following diagram illustrates the solution architecture.

Case Study 124

Case Study Artificial Inteligence Study Generative AI 124

Capgemini

NOVEMBER 22, 2024

AWS or other providers? The Capgemini-AWS partnership journey Capgemini has spent the last 15 years partnering with AWS to answer these types of questions. Our journey has evolved from basic cloud migrations to cutting-edge AI implementations, earning us recognition as AWS’s Global AI/ML Partner of the Year for 2023.

Generative AI 52

Generative AI AWS Automotive Energy 52

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

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. With the significant developments in the field of generative AI , intelligent applications powered by foundation models (FMs) can help users map out an itinerary through an intuitive natural conversation interface.

Artificial Inteligence 111

Artificial Inteligence Generative AI Travel AWS 111

TechCrunch

MAY 15, 2023

Generative AI — AI that can write essays, create artwork and music, and more — continues to attract outsize investor attention. According to one source, generative AI startups raised $1.7 Google Cloud, AWS, Azure). Google Cloud, AWS, Azure). billion in Q1 2023, with an additional $10.68

Open Source 229

Open Source Generative AI ChatGPT Hardware 229

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

APRIL 2, 2024

From reimagining workflows to make them more intuitive and easier to enhancing decision-making processes through rapid information synthesis, generative AI promises to redefine how we interact with machines. It’s been amazing to see the number of companies launching innovative generative AI applications on AWS using Amazon Bedrock.

Generative AI 145

Generative AI Artificial Inteligence AWS Software Review 145

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.

Lambda 129

Lambda Enterprise Automotive Knowledge Base 129

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

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. Prospecting, opportunity progression, and customer engagement present exciting opportunities to utilize generative AI, using historical data, to drive efficiency and effectiveness.

Generative AI 128

Generative AI AWS Artificial Inteligence Technical Review 128

Capgemini

MARCH 19, 2025

The Grade-AI Generation: Revolutionizing education with generative AI Dr. Daniel Khlwein March 19, 2025 Facebook Linkedin Our Global Data Science Challenge is shaping the future of learning. In an era when AI is reshaping industries, Capgemini’s 7 th Global Data Science Challenge (GDSC) tackled education.

Generative AI 72

Generative AI Education Artificial Inteligence Policies 72

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

MAY 30, 2024

In this post, we introduce the Media Analysis and Policy Evaluation solution, which uses AWS AI and generative AI services to provide a framework to streamline video extraction and evaluation processes. This solution, powered by AWS AI and generative AI services, meets these needs.

Generative AI 129

Generative AI Policies Video AWS 129

AWS Machine Learning - AI

MARCH 18, 2025

As generative AI adoption accelerates across enterprises, maintaining safe, responsible, and compliant AI interactions has never been more critical. Amazon Bedrock Guardrails provides configurable safeguards that help organizations build generative AI applications with industry-leading safety protections.

Policies 102

Policies Generative AI Resources AWS 102

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 109

Generative AI AWS Technical Review Artificial Inteligence 109

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 10, 2025

The failed instance also needs to be isolated and terminated manually, either through the AWS Management Console , AWS Command Line Interface (AWS CLI), or tools like kubectl or eksctl. About the Authors Anoop Saha is a Sr GTM Specialist at Amazon Web Services (AWS) focusing on generative AI model training and inference.

Training 113

Training Artificial Inteligence Hardware Systems Review 113

AWS Machine Learning - AI

MAY 14, 2024

Recent advances in artificial intelligence have led to the emergence of generative AI that can produce human-like novel content such as images, text, and audio. An important aspect of developing effective generative AI application is Reinforcement Learning from Human Feedback (RLHF).

Generative AI 121

Generative AI Artificial Inteligence AWS Applications 121

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 88

Artificial Inteligence Performance Data Generative AI 88

AWS Machine Learning - AI

JANUARY 24, 2024

Generative AI solutions have the potential to transform businesses by boosting productivity and improving customer experiences, and using large language models (LLMs) with these solutions has become increasingly popular. Where is the data processed? Who has access to the data?

Generative AI 144

Generative AI AWS Artificial Inteligence Enterprise 144

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 16, 2025

The increased usage of generative AI models has offered tailored experiences with minimal technical expertise, and organizations are increasingly using these powerful models to drive innovation and enhance their services across various domains, from natural language processing (NLP) to content generation.

Artificial Inteligence 102

Artificial Inteligence Generative AI AWS Storage 102

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

MARCH 3, 2025

Recent advances in generative AI have led to the proliferation of new generation of conversational AI assistants powered by foundation models (FMs). The FM analyzes the prompt and begins generating an appropriate response, streaming it back to the users device. Next, create a subnet inside each Local Zone.

AWS 83

AWS Artificial Inteligence Technical Review Systems Review 83

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 80

Artificial Inteligence Generative AI AWS Training 80

AWS Machine Learning - AI

NOVEMBER 21, 2024

As generative AI models advance in creating multimedia content, the difference between good and great output often lies in the details that only human feedback can capture. The path to creating effective AI models for audio and video generation presents several distinct challenges.

Video 102

Video Lambda AWS Generative AI 102

AWS Machine Learning - AI

JUNE 18, 2024

On December 6 th -8 th 2023, the non-profit organization, Tech to the Rescue , in collaboration with AWS, organized the world’s largest Air Quality Hackathon – aimed at tackling one of the world’s most pressing health and environmental challenges, air pollution. As always, AWS welcomes your feedback.

Generative AI 132

Generative AI Artificial Inteligence Technical Review AWS 132

AWS Machine Learning - AI

MAY 15, 2024

To help advertisers more seamlessly address this challenge, Amazon Ads rolled out an image generation capability that quickly and easily develops lifestyle imagery, which helps advertisers bring their brand stories to life. Regarding the inference, customers using Amazon Ads now have a new API to receive these generated images.

Generative AI 132

Generative AI Artificial Inteligence Advertising Technical Review 132