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.

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CIO

APRIL 25, 2023

Over the last few months, both business and technology worlds alike have been abuzz about ChatGPT, and more than a few leaders are wondering what this AI advancement means for their organizations. It’s only one example of generative AI. GPT stands for generative pre-trained transformer. What is ChatGPT?

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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. For implementation examples, check out our code samples in the amazon-bedrock-samples GitHub repository.

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AWS Machine Learning - AI

APRIL 10, 2025

For our evaluation framework, we constructed 10 domain-specific test questions covering key aspects of AWS services and features, designed to test both factual accuracy and depth of understanding. Check out the Generative AI Innovation Center for our latest work and customer success stories. Rahul holds a Ph.D.

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Case Study Artificial Inteligence Study Generative AI 123

TechCrunch

NOVEMBER 16, 2020

As the company describes it, “Chooch Al can rapidly ingest and process visual data from any spectrum, generating AI models in hours that can detect objects, actions, processes, coordinates, states, and more.” Scale AI and its 22-year-old CEO lock down $100 million to label Silicon Valley’s data.

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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.

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Education Report Technical Review Generative AI 112

AWS Machine Learning - AI

MAY 17, 2024

Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. Like all AI, generative AI works by using machine learning models—very large models that are pretrained on vast amounts of data called foundation models (FMs).

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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.

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AWS Machine Learning - AI

APRIL 1, 2025

AWS Cloud Development Kit (AWS CDK) Delivers AWS CDK knowledge with tools for implementing best practices, security configurations with cdk-nag , Powertools for AWS Lambda integration, and specialized constructs for generative AI services. She specializes in Generative AI, distributed systems, and cloud computing.

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AWS Software Review Knowledge Base Artificial Inteligence 119

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

MARCH 19, 2024

In the evolving landscape of manufacturing, the transformative power of AI and machine learning (ML) is evident, driving a digital revolution that streamlines operations and boosts productivity. To address this, you can use the FM’s ability to generate code in response to natural language queries (NLQs).

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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.

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Generative AI Artificial Inteligence Applications Knowledge Base 139

AWS Machine Learning - AI

MARCH 3, 2025

Increasingly, organizations across industries are turning to generative AI foundation models (FMs) to enhance their applications. Amazon SageMaker HyperPod recipes At re:Invent 2024, we announced the general availability of Amazon SageMaker HyperPod recipes.

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Artificial Inteligence Generative AI AWS Training 98

CIO

JANUARY 8, 2025

Theres a renewed focus on on-premises, on-premises private cloud, or hosted private cloud versus public cloud, especially as data-heavy workloads such as generative AI have started to push cloud spend up astronomically, adds Woo. Where are those workloads going? Hidden costs of public cloud For St.

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Cloud Technical Review Systems Review Budget 210

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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Generative AI Artificial Inteligence Fractional CTO Guidelines 127

AWS Machine Learning - AI

JUNE 18, 2024

This post explores how generative AI can make working with business documents and email attachments more straightforward. The solution covers two steps to deploy generative AI for email automation: Data extraction from email attachments and classification using various stages of intelligent document processing (IDP).

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Generative AI Artificial Inteligence AWS Technical Review 121

AWS Machine Learning - AI

MAY 30, 2024

Generative artificial intelligence (AI) has unlocked fresh opportunities for these use cases. 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.

Generative AI 129

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AWS Machine Learning - AI

SEPTEMBER 6, 2024

In this post, we illustrate how Vidmob , a creative data company, worked with the AWS Generative AI Innovation Center (GenAIIC) team to uncover meaningful insights at scale within creative data using Amazon Bedrock. Use case overview Vidmob aims to revolutionize its analytics landscape with generative AI.

Generative AI 123

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AWS Machine Learning - AI

JUNE 21, 2024

To accomplish this, eSentire built AI Investigator, a natural language query tool for their customers to access security platform data by using AWS generative artificial intelligence (AI) capabilities. AI Investigator has also saved eSentire significant analyst time.

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CIO

JUNE 21, 2023

Generative AI is changing the world of work, with AI-powered workflows now slated to streamline customer service, employee experience, IT, and other fields. One report estimates that 4,000 positions were eliminated by AI in May alone. Her point is that AI or generative AI isn’t a silver bullet.

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AWS Machine Learning - AI

AUGUST 22, 2024

Building a deployment pipeline for generative artificial intelligence (AI) applications at scale is a formidable challenge because of the complexities and unique requirements of these systems. Generative AI models are constantly evolving, with new versions and updates released frequently.

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AWS Machine Learning - AI

AUGUST 15, 2024

In turn, customers can ask a variety of questions and receive accurate answers powered by generative AI. The solution is extensible, uses AWS AI and machine learning (ML) services, and integrates with multiple channels such as voice, web, and text (SMS). He lives with his wife and dog (Figaro), in New York, NY.

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AWS Machine Learning - AI

MARCH 13, 2025

Additionally, it uses NVIDIAs parallel thread execution (PTX) constructs to boost training efficiency, and a combined framework of supervised fine-tuning (SFT) and group robust policy optimization (GRPO) makes sure its results are both transparent and interpretable. About the Authors Pranav Murthy is a Worldwide Technical Lead and Sr.

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Artificial Inteligence AWS Machine Learning Load Balancer 107

CIO

MAY 22, 2024

Experimenting with the novelty Despite the heavy adoption, CIOs’ concerns about the value of AI doesn’t surprise Ryan Kane, owner of IT managed services provider Soaring Towers. Once you’ve gotten over that first hurdle and that first learning curve, there are a lot of problems that AI can solve for you.”

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AWS Machine Learning - AI

MAY 2, 2025

Because of this flexible, composable pattern, customers can construct efficient networks of interconnected agents that work seamlessly together. In the following sections, we demonstrate the step-by-step process of constructing this multi-agent system. Qingwei Li is a Machine Learning Specialist at Amazon Web Services.

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Real Estate Artificial Inteligence Knowledge Base Lambda 91

AWS Machine Learning - AI

MARCH 3, 2025

You can also use this model with Amazon SageMaker JumpStart , a machine learning (ML) hub that provides access to algorithms and models that can be deployed with one click for running inference. He specializes in core machine learning and generative AI. Preston Tuggle is a Sr.

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Insurance AWS eCommerce Software Review 108

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.

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O'Reilly Media - Ideas

NOVEMBER 19, 2024

One popular term encountered in generative AI practice is retrieval-augmented generation (RAG). GRAG: Graph Retrieval-Augmented Generation ” by Yuntong Hu, et al., To quantify this lift, “ TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation ” by Jinyuan Fang, et al.,

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AWS Machine Learning - AI

MARCH 12, 2025

Sharp details reveal the precise stitching and material textures, while selective focus isolates this area against a softly blurred, dark background, showcasing the products premium construction. Solutions Architect within Amazon AGI, he influences the development of Amazons first-party generative AI models.

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AWS Machine Learning - AI

AUGUST 14, 2024

Generative artificial intelligence (AI) provides the ability to take relevant information from a data source such as ServiceNow and provide well-constructed answers back to the user. It also exists as a learning tool for AWS users who want to ask questions about services and best practices in the cloud.

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AWS Machine Learning - AI

OCTOBER 14, 2024

Amazon Bedrock Agents enable generative AI applications to perform multistep tasks across various company systems and data sources. Customers can build innovative generative AI applications using Amazon Bedrock Agents’ capabilities to intelligently orchestrate their application workflows.

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AWS Machine Learning - AI

OCTOBER 24, 2024

Amazon Bedrock Agents helps you accelerate generative AI application development by orchestrating multistep tasks. The generative AI–based application builder assistant from this post will help you accomplish tasks through all three tiers. . Delete the knowledge bases.

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Generative AI Artificial Inteligence Applications Knowledge Base 97

AWS Machine Learning - AI

NOVEMBER 21, 2023

Amazon Textract is a machine learning (ML) service that automatically extracts text, handwriting, and data from any document or image. Prior to the introduction of this feature, customers had to construct these elements using post-processing code and the words and lines response from Amazon Textract.

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Generative AI Artificial Inteligence Metrics Software Review 117

CIO

JULY 31, 2024

Data is at the heart of everything we do today, from AI to machine learning or generative AI. We’ve been leveraging predictive technologies, or what I call traditional AI, across our enterprise for nearly two decades with R&D and manufacturing, for example, all partnering with IT.

Data 184

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AWS Machine Learning - AI

JUNE 20, 2024

Amazon Bedrock Studio is a new single sign-on (SSO)-enabled web interface that provides a way for developers across an organization to experiment with LLMs and other FMs, collaborate on projects, and iterate on generative AI applications. Constructing SQL queries from natural language isn’t a simple task.

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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.

Artificial Inteligence 126

Artificial Inteligence Generative AI Energy Knowledge Base 126

CIO

OCTOBER 5, 2023

Foundry’s CIO Tech Priorities 2023 found that IT leaders are investing in technologies that provide greater efficiencies, better security, and improved end-user experience, with most actively researching or piloting projects around artificial intelligence (AI) and machine learning, data analytics, automation, and IT/OT intelligence.

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