AWS Machine Learning - AI

APRIL 1, 2025

In this post, we show you how to build an Amazon Bedrock agent that uses MCP to access data sources to quickly build generative AI applications. Remote services : External systems available over the internet through APIs that MCP servers can connect to. All the code for this post is available in the GitHub repository.

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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

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CIO

DECEMBER 1, 2023

IT leaders looking for a blueprint for staving off the disruptive threat of generative AI might benefit from a tip from LexisNexis EVP and CTO Jeff Reihl: Be a fast mover in adopting the technology to get ahead of potential disruptors. We use AWS and Azure. But the foray isn’t entirely new. We will pick the optimal LLM.

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AWS Machine Learning - AI

MARCH 4, 2024

Amazon Bedrock is the best place to build and scale generative AI applications with large language models (LLM) and other foundation models (FMs). It enables customers to leverage a variety of high-performing FMs, such as the Claude family of models by Anthropic, to build custom generative AI applications.

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CIO

APRIL 25, 2025

AI skills broadly include programming languages, database modeling, data analysis and visualization, machine learning (ML), statistics, natural language processing (NLP), generative AI, and AI ethics.

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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.

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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.

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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.

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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?

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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). This latency can vary considerably due to geographic distance between users and cloud services, as well as the diverse quality of internet connectivity.

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AWS Machine Learning - AI

NOVEMBER 14, 2024

Prerequisites To perform this solution, complete the following: Create and activate an AWS account. Make sure your AWS credentials are configured correctly. This tutorial assumes you have the necessary AWS Identity and Access Management (IAM) permissions. Install Python 3.7 or later on your local machine.

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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.

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CIO

DECEMBER 30, 2024

Generative AI has seen faster and more widespread adoption than any other technology today, with many companies already seeing ROI and scaling up use cases into wide adoption. Vendors are adding gen AI across the board to enterprise software products, and AI developers havent been idle this year either.

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AWS Machine Learning - AI

FEBRUARY 14, 2024

With the advent of generative AI solutions, organizations are finding different ways to apply these technologies to gain edge over their competitors. Amazon Bedrock offers a choice of high-performing foundation models from leading AI companies, including AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon, via a single API.

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AWS Machine Learning - AI

MARCH 19, 2024

Generative AI using large pre-trained foundation models (FMs) such as Claude can rapidly generate a variety of content from conversational text to computer code based on simple text prompts, known as zero-shot prompting. For details, refer to Step 1: Create your AWS account. Request access to the Amazon Bedrock model.

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AWS Machine Learning - AI

JULY 3, 2024

To solve this problem, this post shows you how to apply AWS services such as Amazon Bedrock , AWS Step Functions , and Amazon Simple Email Service (Amazon SES) to build a fully-automated multilingual calendar artificial intelligence (AI) assistant. It lets you orchestrate multiple steps in the pipeline.

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O'Reilly Media - Ideas

NOVEMBER 28, 2023

Generative AI has been the biggest technology story of 2023. And everyone has opinions about how these language models and art generation programs are going to change the nature of work, usher in the singularity, or perhaps even doom the human race. Many AI adopters are still in the early stages. What’s the reality?

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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.

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AWS Machine Learning - AI

AUGUST 28, 2024

In this post, we show you how development teams can quickly obtain answers based on the knowledge distributed across your development environment using generative AI. Amazon Q Business is a fully managed, generative AI–powered assistant designed to enhance enterprise operations.

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CIO

DECEMBER 27, 2023

Genpact, a major business and technology services company that assists banks such as JP Morgan and Goldman Sachs, is already utilizing AI. It’s really good at summarising, filling in blanks, and connecting dots, so generative AI is fit for purpose,” says Brian Baral, global head of risk at Genpact.

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Artificial Inteligence Generative AI Technical Review Artificial Intelligence 212

AWS Machine Learning - AI

MARCH 11, 2025

By integrating this model with Amazon SageMaker AI , you can benefit from the AWS scalable infrastructure while maintaining high-quality language model capabilities. In this post, we show how to use the distilled models in SageMaker AI, which offers several options to deploy the distilled versions of the R1 model.

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AWS Machine Learning - AI

MARCH 13, 2025

deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B Math-7B deepseek-ai/DeepSeek-R1-Distill-Qwen-7B DeepSeek-R1-Distill-Llama-8B Llama-3.1-8B 8B deepseek-ai/DeepSeek-R1-Distill-Llama-8B DeepSeek-R1-Distill-Qwen-14B Qwen2.5-14B 14B deepseek-ai/DeepSeek-R1-Distill-Qwen-14B DeepSeek-R1-Distill-Qwen-32B Qwen2.5-32B

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AWS Machine Learning - AI

SEPTEMBER 11, 2024

The first covered building generative AI apps securely with Amazon Bedrock , while the second explored building custom generative AI applications with Amazon Bedrock. Generative AI solutions that use Amazon Bedrock Agents can handle complex tasks by combining an LLM with other tools.

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CIO

FEBRUARY 4, 2025

If the ban is enacted, cloud-based deployments on Azure, AWS, and Nvidia could be discontinued, potentially requiring urgent migration to alternative models, said Anil Clifford, founder of UK-based IT consulting firm Eden Consulting. When asked about the impact of the ban on these models, AWS and Nvidia did not comment.

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Tenable

NOVEMBER 8, 2024

For more information about securing RDP tools: “ Commonly Exploited Protocols: Remote Desktop Protocol (RDP) ” (Center for Internet Security) “ What is remote desktop protocol (RDP)? Where can you find a comprehensive guide of tools to secure generative AI applications?

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AWS Machine Learning - AI

NOVEMBER 22, 2023

Generative AI can automate these tasks through autonomous agents. We generate a summary from the dataset so the agent can plan for the task provided by the user, in this case, generating a heatmap. You may need to run aws configure --profile and set a default Region; this application was tested using us-east-1.

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CIO

SEPTEMBER 18, 2024

Even as it designs 3D generative AI models for future customer deployment, CAD/CAM design giant Autodesk is “leaning” into generative AI for its customer service operations, deploying Salesforce’s Einstein for Service with plans to use Agentforce in the future, CIO Prakash Kota says.

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AWS Machine Learning - AI

SEPTEMBER 20, 2024

By offering accelerated development, simplified infrastructure, enhanced capabilities through chain-of-thought (CoT) prompting , and improved accuracy, Amazon Bedrock Agents allows developers to rapidly build sophisticated AI solutions that combine the power of LLMs with custom actions and knowledge bases, all without managing underlying complexity.

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CIO

DECEMBER 9, 2024

As AI offerings from cloud providers such as Microsoft Azure, AWS, and Google Cloud develop in 2025, we can expect to see more competitive pricing that could help keep a check on costs for enterprises. However, this will depend on the speed at which new AI-ready data centers are built relative to demand.

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Enterprise Artificial Inteligence Off-The-Shelf Knowledge Base 174

AWS Machine Learning - AI

AUGUST 27, 2024

With the advent of generative AI solutions , a paradigm shift is underway across industries, driven by organizations embracing foundation models to unlock unprecedented opportunities. Ability to choose from a range of pre-configured AWS region sets tailored to your needs. Become more resilient to any traffic bursts.

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AWS Machine Learning - AI

JUNE 25, 2024

Programmatic access You can also access Jamba-Instruct through an API, using Amazon Bedrock and AWS SDK for Python (Boto3). Virginia) AWS Region and can be accessed in on-demand consumption model. Fernando Espigares Caballero is a Senior Partner Solutions Architect at AWS.

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AWS Machine Learning - AI

APRIL 23, 2024

However, to unlock the long-term success and viability of these AI-powered solutions, it is crucial to align them with well-established architectural principles. The AWS Well-Architected Framework provides best practices and guidelines for designing and operating reliable, secure, efficient, and cost-effective systems in the cloud.

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AWS Machine Learning - AI

NOVEMBER 27, 2023

Generative artificial intelligence ( generative AI ) models have demonstrated impressive capabilities in generating high-quality text, images, and other content. Companies that use their unstructured data most effectively will gain significant competitive advantages from AI. read HTML).

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CIO

MARCH 5, 2024

Notably, it requires all intermediaries and platforms to ensure that their systems — whether using generative AI or not — do not permit bias or discrimination or threaten the integrity of the electoral process. Email queries sent to Microsoft, AWS, Oracle and other model providers concerning the advisory went unanswered.

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AWS Machine Learning - AI

AUGUST 2, 2024

Generative artificial intelligence (AI) is rapidly emerging as a transformative force, poised to disrupt and reshape businesses of all sizes and across industries. As with all other industries, the energy sector is impacted by the generative AI paradigm shift, unlocking opportunities for innovation and efficiency.

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Artificial Inteligence Generative AI Energy Knowledge Base 126

CIO

JULY 10, 2023

One of the ways Rokita is looking to stay ahead in the AI landscape is the creation of a new ChatGPT plugin that exposes Edmunds’ unstructured data—vehicle reviews, ratings, editorials—to the generative AI. But in a world that moves at internet speed, that data rapidly falls out of date.

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CIO

JANUARY 23, 2023

23, 2023, is likely to shake up the market for AI-based enterprise services, said Rajesh Kandaswamy, distinguished analyst and fellow at Gartner: “It provides additional impetus for Google to relook at its roadmap. It’s the same for other competitors like AWS,” he said. The deal, announced by OpenAI and Microsoft on Jan.

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