AWS Machine Learning - AI

APRIL 9, 2025

Organizations are increasingly using multiple large language models (LLMs) when building generative AI applications. Such a virtual assistant should support users across various business functions, such as finance, legal, human resources, and operations. An example is a virtual assistant for enterprise business operations.

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AWS Machine Learning - AI

DECEMBER 4, 2024

Building generative AI applications presents significant challenges for organizations: they require specialized ML expertise, complex infrastructure management, and careful orchestration of multiple services. Building a generative AI application SageMaker Unified Studio offers tools to discover and build with generative AI.

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Generative AI Applications Technical Review Software Review 106

AWS Machine Learning - AI

NOVEMBER 15, 2024

With the QnABot on AWS (QnABot), integrated with Microsoft Azure Entra ID access controls, Principal launched an intelligent self-service solution rooted in generative AI. Generative AI models (for example, Amazon Titan) hosted on Amazon Bedrock were used for query disambiguation and semantic matching for answer lookups and responses.

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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. Michael Laddin, Senior Vice President & General Manager, EBSCOlearning. Here are two examples of generated QA.

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Generative AI Artificial Inteligence Guidelines Education 94

AWS Machine Learning - AI

MARCH 26, 2025

Generative AI has emerged as a game changer, offering unprecedented opportunities for game designers to push boundaries and create immersive virtual worlds. At the forefront of this revolution is Stability AIs cutting-edge text-to-image AI model, Stable Diffusion 3.5 Large (SD3.5

Generative AI 113

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AWS Machine Learning - AI

JANUARY 29, 2025

Generative AI can revolutionize organizations by enabling the creation of innovative applications that offer enhanced customer and employee experiences. In this post, we evaluate different generative AI operating model architectures that could be adopted.

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Generative AI Organization Enterprise Artificial Inteligence 98

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. There might also be costs associated with using Google services.

Generative AI 123

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CIO

JANUARY 6, 2025

I am excited about the potential of generative AI, particularly in the security space, she says. Wetmur says Morgan Stanley has been using modern data science, AI, and machine learning for years to analyze data and activity, pinpoint risks, and initiate mitigation, noting that teams at the firm have earned patents in this space.

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Generative AI Artificial Inteligence Innovation Off-The-Shelf 210

AWS Machine Learning - AI

NOVEMBER 6, 2024

However, Cloud Center of Excellence (CCoE) teams often can be perceived as bottlenecks to organizational transformation due to limited resources and overwhelming demand for their support. For Hearst’s CCoE team, Amazon Q Business was the quickest way to use generative AI on AWS, with minimal risk and less upfront technical complexity.

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Generative AI Government Technical Review Innovation 114

TechCrunch

NOVEMBER 4, 2022

Stability AI , the venture-backed startup behind the text-to-image AI system Stable Diffusion, is funding a wide-ranging effort to apply AI to the frontiers of biotech. Stability AI’s ethically questionable decisions to date aside, machine learning in medicine is a minefield. coli and yeast.

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Artificial Inteligence Machine Learning Biotech Training 274

AWS Machine Learning - AI

APRIL 30, 2025

As generative AI revolutionizes industries, organizations are eager to harness its potential. This post explores key insights and lessons learned from AWS customers in Europe, Middle East, and Africa (EMEA) who have successfully navigated this transition, providing a roadmap for others looking to follow suit.

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AWS Machine Learning - AI

NOVEMBER 22, 2024

Companies across all industries are harnessing the power of generative AI to address various use cases. Cloud providers have recognized the need to offer model inference through an API call, significantly streamlining the implementation of AI within applications. But there are limitations.

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Generative AI AWS Technical Review Backup 99

CIO

OCTOBER 24, 2024

IT leaders are placing faith in AI. Consider 76 percent of IT leaders believe that generative AI (GenAI) will significantly impact their organizations, with 76 percent increasing their budgets to pursue AI. But when it comes to cybersecurity, AI has become a double-edged sword.

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Artificial Inteligence Artificial Intelligence Generative AI Training 192

CIO

OCTOBER 24, 2024

growth this year, with data center spending increasing by nearly 35% in 2024 in anticipation of generative AI infrastructure needs. This spending on AI infrastructure may be confusing to investors, who won’t see a direct line to increased sales because much of the hyperscaler AI investment will focus on internal uses, he says.

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Data Center Artificial Inteligence Generative AI Artificial Intelligence 200

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. Security and governance Generative AI is very new technology and brings with it new challenges related to security and compliance.

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CIO

JULY 30, 2024

The launch of ChatGPT in November 2022 set off a generative AI gold rush, with companies scrambling to adopt the technology and demonstrate innovation. They have a couple of use cases that they’re pushing heavily on, but they are building up this portfolio of traditional machine learning and ‘predictive’ AI use cases as well.”

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AWS Machine Learning - AI

MARCH 20, 2025

Generative AI agents offer a powerful solution by automatically interfacing with company systems, executing tasks, and delivering instant insights, helping organizations scale operations without scaling complexity. The following diagram illustrates the generative AI agent solution workflow.

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Generative AI Systems Review System Lambda 116

AWS Machine Learning - AI

MARCH 20, 2025

Asure , a company of over 600 employees, is a leading provider of cloud-based workforce management solutions designed to help small and midsized businesses streamline payroll and human resources (HR) operations and ensure compliance. We are thrilled to partner with AWS on this groundbreaking generative AI project.

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Generative AI Artificial Inteligence Metrics AWS 92

CIO

JANUARY 9, 2025

The commodity effect of LLMs over specialized ML models One of the most notable transformations generative AI has brought to IT is the democratization of AI capabilities. Companies can enrich these versatile tools with their own data using the RAG (retrieval-augmented generation) architecture.

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Artificial Inteligence Software Review Software Enterprise 192

AWS Machine Learning - AI

NOVEMBER 6, 2024

However, training and deploying such models from scratch is a complex and resource-intensive process, often requiring specialized expertise and significant computational resources. He is passionate about cloud and machine learning. Conclusion In this post, we showed how to integrate Amazon Bedrock FMs into your code base.

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Software Review Artificial Inteligence Generative AI AWS 119

AWS Machine Learning - AI

JANUARY 22, 2025

These services use advanced machine learning (ML) algorithms and computer vision techniques to perform functions like object detection and tracking, activity recognition, and text and audio recognition. These prompts are crucial in determining the quality, relevance, and coherence of the output generated by the AI.

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Generative AI Video Analysis Technical Review 111

CIO

NOVEMBER 27, 2024

The transformative power of AI is already evident in the way it drives significant operational efficiencies, particularly when combined with technologies like robotic process automation (RPA).

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Artificial Inteligence Artificial Intelligence Government Compliance 199

CIO

SEPTEMBER 19, 2023

Just months after partnering with large language model-provider Cohere and unveiling its strategic plan for infusing generative AI features into its products, Oracle is making good on its promise at its annual CloudWorld conference this week in Las Vegas.

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AWS Machine Learning - AI

DECEMBER 19, 2024

Generative AI offers many benefits for both you, as a software provider, and your end-users. AI assistants can help users generate insights, get help, and find information that may be hard to surface using traditional means. You can use natural language to request information or assistance to generate content.

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Generative AI Applications AWS Examples 105

CIO

DECEMBER 3, 2024

While sharing knowledge is important, CIOs should also turn to trusted AI partners, Perez advises.“Finding Finding the right partner means that CIOs don’t have to build that expertise in-house or waste time and resources trying to DIY their AI,” he adds. The technology is too novel and evolving,” he says. “As

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Strategy Fractional CTO Training Artificial Inteligence 199

CIO

SEPTEMBER 29, 2023

Generative AI (GenAI) is not just the topic of the hour – it may well be the topic of the decade and beyond. Until a year ago, when people suggested that AI was already mainstream and asked what the next big thing would be, I replied that we had not reached the end state of AI yet.

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AWS Machine Learning - AI

APRIL 10, 2025

You should receive a CREATE_COMPLETE status in approximately 15 minutes." ] } To mitigate potential intrinsic biases among different LLM judges, we adopted two LLM judges to evaluate the model-generated responses: Anthropics Claude Sonnet 3.5 Check out the Generative AI Innovation Center for our latest work and customer success stories.

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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 provides a suite of AI-powered features to streamline clinical documentation while maintaining security and privacy.

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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 “We believe that the challenges in AI can only be overcome by a global community working together.

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Open Source Generative AI ChatGPT Hardware 229

Perficient

APRIL 16, 2025

One of the clear strengths of generative AI is data cleansing, where data management processes are not just immensely more accurate and efficient but scalable too. As a result, organizations can efficiently process workflows and focus resources on strategy. Here are the main advantages: 1.

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Generative AI Data Scalability Artificial Inteligence 52

CIO

DECEMBER 12, 2024

While there seems to be a disconnect between business leader expectations and IT practitioner experiences, the hype around generative AI may finally give CIOs and other IT leaders the resources they need to address longstanding data problems, says TerrenPeterson, vice president of data engineering at Capital One.

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Data Survey Artificial Inteligence Education 201

CIO

JUNE 28, 2023

“When you create an app bundle, AppFabric creates the required AWS Identity and Access Management (IAM) role in your AWS account, which is required to send metrics to Amazon CloudWatch and to access AWS resources such as Amazon Simple Storage Service (Amazon S3) and Amazon Kinesis Data Firehose,” AWS wrote in a blog post.

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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.

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AWS Machine Learning - AI

JANUARY 29, 2025

Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications while maintaining control over their costs and deployment strategies. 70B-Instruct ), offer different trade-offs between performance and resource requirements.

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Generative AI Artificial Inteligence AWS Technical Review 132

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.

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Generative AI Systems Review Software Review Artificial Inteligence 76

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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Generative AI ChatGPT Artificial Inteligence Artificial Intelligence 174

AWS Machine Learning - AI

APRIL 10, 2025

Once a failure occurs, time (idle GPUs) is spent on detecting (MTD), replacing (MTT Replace), and continuing (MTR Restart) a training run, often wasting time and expensive resources. Summary Training frontier models is a complex, resource-intensive process that is particularly vulnerable to hardware failures.

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