CIO

DECEMBER 10, 2024

Python Python is a programming language used in several fields, including data analysis, web development, software programming, scientific computing, and for building AI and machine learning models. AWS Amazon Web Services (AWS) is the most widely used cloud platform today.

UI/UX 203

UI/UX Enterprise Artificial Inteligence Database Administration 203

Dzone - DevOps

MARCH 28, 2025

With rapid progress in the fields of machine learning (ML) and artificial intelligence (AI), it is important to deploy the AI/ML model efficiently in production environments. The architecture downstream ensures scalability, cost efficiency, and real-time access to applications.

Scalability 88

Scalability Artificial Inteligence AWS Artificial Intelligence 88

DevOps.com

NOVEMBER 26, 2024

Amazon Web Services (AWS) has extended the reach of its generative artificial intelligence (AI) platform for application development to include a set of plug-in extensions, that make it possible to launch natural language queries against data residing in platforms from Datadog and Wiz.

AWS 125

AWS Generative AI Artificial Inteligence Artificial Intelligence 125

CIO

DECEMBER 20, 2024

With the core architectural backbone of the airlines gen AI roadmap in place, including United Data Hub and an AI and ML platform dubbed Mars, Birnbaum has released a handful of models into production use for employees and customers alike.

Airlines 197

Airlines Generative AI Artificial Inteligence Weak Development Team 197

CIO

NOVEMBER 4, 2024

Like many innovative companies, Camelot looked to artificial intelligence for a solution. Camelot has the flexibility to run on any selected GenAI LLM across cloud providers like AWS, Microsoft Azure, and GCP (Google Cloud Platform), ensuring that the company meets compliance regulations for data security.

Compliance 173

Compliance Artificial Inteligence Guidelines Artificial Intelligence 173

AWS Machine Learning - AI

FEBRUARY 12, 2025

Large language models (LLMs) have revolutionized the field of natural language processing with their ability to understand and generate humanlike text. Researchers developed Medusa , a framework to speed up LLM inference by adding extra heads to predict multiple tokens simultaneously.

Artificial Inteligence 74

Artificial Inteligence Training AWS Machine Learning 74

CIO

DECEMBER 6, 2024

This unification of analytics and AI services is perhaps best exemplified by a new offering inside Amazon SageMaker, Unified Studio , a preview of which AWS CEO Matt Garman unveiled at the companys annual re:Invent conference this week.

Analytics 183

Analytics AWS Data Generative AI 183

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 100

AWS Artificial Inteligence Generative AI Machine Learning 100

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. It consists of one or more components depending on the number of FM providers and number and types of custom models used.

Generative AI 103

Generative AI AWS Artificial Inteligence Enterprise 103

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 102

Artificial Inteligence Generative AI Travel AWS 102

AWS Machine Learning - AI

MARCH 4, 2025

To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. This allows teams to focus more on implementing improvements and optimizing AWS infrastructure. This systematic approach leads to more reliable and standardized evaluations.

Generative AI 97

Generative AI Technical Review Software Review Systems Review 97

AWS Machine Learning - AI

DECEMBER 24, 2024

Training large language models (LLMs) models has become a significant expense for businesses. For many use cases, companies are looking to use LLM foundation models (FM) with their domain-specific data. To learn more about Trainium chips and the Neuron SDK, see Welcome to AWS Neuron.

AWS 95

AWS Artificial Inteligence Generative AI Training 95

AWS Machine Learning - AI

MARCH 18, 2025

This is where the integration of cutting-edge technologies, such as audio-to-text translation and large language models (LLMs), holds the potential to revolutionize the way patients receive, process, and act on vital medical information. These insights can include: Potential adverse event detection and reporting.

Artificial Inteligence 101

Artificial Inteligence Technical Review Healthcare Systems Review 101

AWS Machine Learning - AI

NOVEMBER 6, 2024

The rise of large language models (LLMs) and foundation models (FMs) has revolutionized the field of natural language processing (NLP) and artificial intelligence (AI). Development environment – Set up an integrated development environment (IDE) with your preferred coding language and tools.

Software Review 106

Software Review Artificial Inteligence Generative AI AWS 106

AWS Machine Learning - AI

NOVEMBER 15, 2024

Principal wanted to use existing internal FAQs, documentation, and unstructured data and build an intelligent chatbot that could provide quick access to the right information for different roles. Principal also used the AWS open source repository Lex Web UI to build a frontend chat interface with Principal branding.

Generative AI 112

Generative AI AWS Groups Artificial Inteligence 112

CIO

JUNE 11, 2024

With a shortage of IT workers with AI skills looming, Amazon Web Services (AWS) is offering two new certifications to help enterprises building AI applications on its platform to find the necessary talent. Candidates for this certification can sign up for an AWS Skill Builder subscription to check three new courses exploring various concepts.

Artificial Inteligence 173

Artificial Inteligence AWS Artificial Intelligence Machine Learning 173

AWS Machine Learning - AI

OCTOBER 16, 2024

The following were some initial challenges in automation: Language diversity – The services host both Dutch and English shows. Some local shows feature Flemish dialects, which can be difficult for some large language models (LLMs) to understand. The secondary LLM is used to evaluate the summaries on a large scale.

Media 108

Media Video Artificial Inteligence Generative AI 108

TechCrunch

NOVEMBER 28, 2023

We are all talking about the business gains from using large language models, but there are lot of known issues with these models and finding ways to constrain the answers that a model could give is one way to apply some control to these powerful technologies. All rights reserved.

AWS 251

AWS Artificial Inteligence Technology Generative AI 251

AWS Machine Learning - AI

NOVEMBER 20, 2024

The effectiveness of RAG heavily depends on the quality of context provided to the large language model (LLM), which is typically retrieved from vector stores based on user queries. The relevance of this context directly impacts the model’s ability to generate accurate and contextually appropriate responses.

Artificial Inteligence 107

Artificial Inteligence Applications Knowledge Base Generative AI 107

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. This gives you an AI agent that can transform the way you manage your AWS spend. Perplexity AI MCP server to interpret the AWS spend data.

Generative AI 131

Generative AI AWS Artificial Inteligence Software Review 131

AWS Machine Learning - AI

NOVEMBER 13, 2024

However, as the reach of live streams expands globally, language barriers and accessibility challenges have emerged, limiting the ability of viewers to fully comprehend and participate in these immersive experiences. The extension delivers a web application implemented using the AWS SDK for JavaScript and the AWS Amplify JavaScript library.

Generative AI 120

Generative AI AWS Lambda Authentication 120

TechCrunch

NOVEMBER 29, 2023

At its re:Invent conference today, Amazon’s AWS cloud arm announced the launch of SageMaker HyperPod, a new purpose-built service for training and fine-tuning large language models (LLMs). SageMaker HyperPod is now generally available.

Artificial Inteligence 261

Artificial Inteligence Training Machine Learning AWS 261

CIO

MARCH 5, 2024

India’s Ministry of Electronics and Information Technology (MeitY) has caused consternation with its stern reminder to makers and users of large language models (LLMs) of their obligations under the country’s IT Act, after Google’s Gemini model was prompted to make derogatory remarks about Indian Prime Minister Narendra Modi.

Artificial Inteligence 193

Artificial Inteligence Generative AI Technical Review Artificial Intelligence 193

TechCrunch

NOVEMBER 1, 2023

More and more companies are running large language models, which require access to GPUs. The most popular of those by far are from Nvidia, making them expensive and often in short supply.

Artificial Inteligence 332

Artificial Inteligence AWS Cloud Resources 332

Crunchbase News

JANUARY 2, 2025

Artificial intelligence dominated the venture landscape last year. The San Francisco-based company which helps businesses process, analyze, and manage large amounts of data quickly and efficiently using tools like AI and machine learning is now the fourth most highly valued U.S.-based based companies?

Artificial Inteligence 136

Artificial Inteligence Artificial Intelligence ChatGPT Journal 136

AWS Machine Learning - AI

NOVEMBER 26, 2024

With the rise of large language models (LLMs) like Meta Llama 3.1, there is an increasing need for scalable, reliable, and cost-effective solutions to deploy and serve these models. Prerequisites Before you begin, make sure you have the following utilities installed on your local machine or development environment.

AWS 92

AWS Load Balancer Software Review Artificial Inteligence 92

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 89

AWS Generative AI Technical Review Artificial Inteligence 89

AWS Machine Learning - AI

DECEMBER 23, 2024

When even greater precision and contextual fidelity are required, the solution evolves to graph-enhanced RAG (GraphRAG), where graph structures provide enhanced reasoning and relationship modeling capabilities. How graphs make RAG more accurate In this section, we discuss the ways in which graphs make RAG more accurate.

Generative AI 119

Generative AI Artificial Inteligence AWS Knowledge Base 119

CIO

APRIL 2, 2025

Artificial intelligence (AI) has long since arrived in companies. AI consulting: A definition AI consulting involves advising on, designing and implementing artificial intelligence solutions. Whether in process automation, data analysis or the development of new services AI holds enormous potential.

Artificial Inteligence 107

Artificial Inteligence Technical Advisors Artificial Intelligence Automotive 107

Prisma Clud

NOVEMBER 22, 2024

Organizations are increasingly turning to cloud providers, like Amazon Web Services (AWS), to address these challenges and power their digital transformation initiatives. However, the vastness of AWS environments and the ease of spinning up new resources and services can lead to cloud sprawl and ongoing security risks.

AWS 105

AWS Cloud Network Compliance 105

AWS Machine Learning - AI

MARCH 13, 2025

This post was co-written with Vishal Singh, Data Engineering Leader at Data & Analytics team of GoDaddy Generative AI solutions have the potential to transform businesses by boosting productivity and improving customer experiences, and using large language models (LLMs) in these solutions has become increasingly popular.

Artificial Inteligence 94

Artificial Inteligence Systems Review System Generative AI 94

AWS Machine Learning - AI

MARCH 13, 2025

DeepSeek-R1 , developed by AI startup DeepSeek AI , is an advanced large language model (LLM) distinguished by its innovative, multi-stage training process. Instead of relying solely on traditional pre-training and fine-tuning, DeepSeek-R1 integrates reinforcement learning to achieve more refined outputs.

Artificial Inteligence 80

Artificial Inteligence AWS Machine Learning Load Balancer 80

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 94

Artificial Inteligence AWS Technical Review Policies 94

CIO

DECEMBER 11, 2024

Weve evaluated all the major open source large language models and have found that Mistral is the best for our use case once its up-trained, he says. Another consideration is the size of the LLM, which could impact inference time. For example, he says, Metas Llama is very large, which impacts inference time.

Open Source 172

Open Source Artificial Inteligence Technical Review Software Review 172

AWS Machine Learning - AI

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. The following figure illustrates the high-level design of the solution.

Generative AI 115

Generative AI Lambda Applications AWS 115

AWS Machine Learning - AI

NOVEMBER 27, 2024

Large language models (LLMs) have witnessed an unprecedented surge in popularity, with customers increasingly using publicly available models such as Llama, Stable Diffusion, and Mistral. About the Authors Kanwaljit Khurmi is a Principal Worldwide Generative AI Solutions Architect at AWS.

Training 98

Training Artificial Inteligence AWS Machine Learning 98

AWS Machine Learning - AI

NOVEMBER 12, 2024

In this blog post, we demonstrate prompt engineering techniques to generate accurate and relevant analysis of tabular data using industry-specific language. This is done by providing large language models (LLMs) in-context sample data with features and labels in the prompt.

Generative AI 96

Generative AI Artificial Inteligence Industry Analysis 96