AWS Machine Learning - AI

NOVEMBER 7, 2024

While organizations continue to discover the powerful applications of generative AI , adoption is often slowed down by team silos and bespoke workflows. To move faster, enterprises need robust operating models and a holistic approach that simplifies the generative AI lifecycle.

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AWS Machine Learning - AI

NOVEMBER 1, 2024

As enterprises increasingly embrace generative AI , they face challenges in managing the associated costs. With demand for generative AI applications surging across projects and multiple lines of business, accurately allocating and tracking spend becomes more complex.

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Generative AI AWS Artificial Inteligence Budget 126

CIO

NOVEMBER 16, 2023

Generative AI is transforming the world, changing the way we create images and videos, audio, text, and code. According to a September survey of IT decision makers by Dell, 76% say gen AI will have a “significant if not transformative” impact on their organizations, and most expect to see meaningful results within the next 12 months.

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CIO

NOVEMBER 4, 2024

Like many innovative companies, Camelot looked to artificial intelligence for a solution. The result is Myrddin, an AI-based cyber wizard that provides answers and guidance to IT teams undergoing CMMC assessments. To address compliance fatigue, Camelot began work on its AI wizard in 2023.

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O'Reilly Media - Ideas

FEBRUARY 25, 2025

Hi, I am a professor of cognitive science and design at UC San Diego, and I recently wrote posts on Radar about my experiences coding with and speaking to generative AI tools like ChatGPT. In particular, theyre great at generating and explaining small pieces of self-contained code (e.g.,

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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. In the following sections, we explain how to deploy this architecture.

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AWS Machine Learning - AI

OCTOBER 29, 2024

Furthermore, these notes are usually personal and not stored in a central location, which is a lost opportunity for businesses to learn what does and doesn’t work, as well as how to improve their sales, purchasing, and communication processes.

Generative AI 98

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CIO

MAY 30, 2024

Generative AI is poised to disrupt nearly every industry, and IT professionals with highly sought after gen AI skills are in high demand, as companies seek to harness the technology for various digital and operational initiatives.

Generative AI 206

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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. Adherence to responsible and ethical AI practices were a priority for Principal.

Generative AI 111

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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.

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AWS Machine Learning - AI

OCTOBER 29, 2024

Recently, we’ve been witnessing the rapid development and evolution of generative AI applications, with observability and evaluation emerging as critical aspects for developers, data scientists, and stakeholders. In the context of Amazon Bedrock , observability and evaluation become even more crucial.

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CIO

JANUARY 30, 2025

While most provisions of the EU AI Act come into effect at the end of a two-year transition period ending in August 2026, some of them enter force as early as February 2, 2025. Inform and educate and simplify are the key words, and thats what the AI Pact is for.

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Compliance Artificial Inteligence Enterprise Artificial Intelligence 192

AWS Machine Learning - AI

MARCH 4, 2025

In this post, we explore a generative AI solution leveraging Amazon Bedrock to streamline the WAFR process. We demonstrate how to harness the power of LLMs to build an intelligent, scalable system that analyzes architecture documents and generates insightful recommendations based on AWS Well-Architected best practices.

Generative AI 92

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CIO

NOVEMBER 13, 2024

One is going through the big areas where we have operational services and look at every process to be optimized using artificial intelligence and large language models. And the second is deploying what we call LLM Suite to almost every employee. “We’re doing two things,” he says.

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Weak Development Team Artificial Inteligence Technical Review Generative AI 212

AWS Machine Learning - AI

APRIL 10, 2025

The introduction of Amazon Nova models represent a significant advancement in the field of AI, offering new opportunities for large language model (LLM) optimization. In this post, we demonstrate how to effectively perform model customization and RAG with Amazon Nova models as a baseline.

Case Study 100

Case Study Artificial Inteligence Study Generative AI 100

AWS Machine Learning - AI

NOVEMBER 14, 2024

Have you ever stumbled upon a breathtaking travel photo and instantly wondered where it was and how to get there? Each one of these millions of travelers need to plan where they’ll stay, what they’ll see, and how they’ll get from place to place. It’s like having your own personal travel agent whenever you need it.

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Artificial Inteligence Generative AI Travel AWS 97

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.

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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). You can find instructions on how to do this in the AWS documentation for your chosen SDK.

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Software Review Artificial Inteligence Generative AI AWS 101

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. To learn more about how to build and scale generative AI applications, refer to Transform your business with generative AI.

Generative AI 115

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Xebia

OCTOBER 15, 2024

I got to deliver a session on a topic I’m very passionate about: using different forms of generative AI to generate self-guided meditation sessions. Well, here’s the first paragraph of the abstract: In an era where technology and mindfulness intersect, the power of AI is reshaping how we approach app development.

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CIO

MAY 3, 2024

United Parcel Service last year turned to generative AI to help streamline its customer service operations. The LLM gives agents the ability to confirm all responses suggested by the model. Built to extend For UPS, contact center use of generative AI is just a springboard.

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CIO

NOVEMBER 22, 2024

The road ahead for IT leaders in turning the promise of generative AI into business value remains steep and daunting, but the key components of the gen AI roadmap — data, platform, and skills — are evolving and becoming better defined. MIT event, moderated by Lan Guan, CAIO at Accenture.

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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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CIO

DECEMBER 9, 2024

The transformative impact of artificial intelligence (AI)and, in particular, generative AI (GenAI)emerged as a defining theme at the CSO Conference & Awards 2024: Cyber Risk Management. This sentiment was echoed during discussions about AIs role in business continuity planning.

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AWS Machine Learning - AI

NOVEMBER 20, 2024

Retrieval Augmented Generation (RAG) has become a crucial technique for improving the accuracy and relevance of AI-generated responses. 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.

Artificial Inteligence 102

Artificial Inteligence Applications Knowledge Base Generative AI 102

CIO

OCTOBER 23, 2023

Generative AI has been a boon for businesses, helping employees discover new ways to generate content for a range of uses. The buzz has been loud enough that you’d be forgiven for thinking that GenAI was the be all, end all of AI. It’s AI democratized for the masses. How is your AI strategy shaping up?

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CIO

OCTOBER 16, 2023

Recent, rapid advances in artificial intelligence (AI) may represent one of the biggest FOMO moments ever , so, it’s critical that decision-makers get out in front of the wave and figure out how to implement Trustworthy AI. CEOs have taken notice, and a Gartner, Inc., CEOs have taken notice, and a Gartner, Inc.,

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Tenable

NOVEMBER 29, 2024

ICYMI the first time around, check out this roundup of data points, tips and trends about secure AI deployment; shadow AI; AI threat detection; AI risks; AI governance; AI cybersecurity uses — and more. ICYMI, here are six things that’ll help you better understand AI security.

Artificial Inteligence 73

Artificial Inteligence Research Generative AI Artificial Intelligence 73

CIO

JUNE 14, 2024

Generative artificial intelligence, or GenAI, has been a transformative force in many different business fields since it appeared on the scene in 2022. IBM reports that 96% of executives see adopting generative AI as increasing their organisation’s chances of experiencing a security breach within the next three years.

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AWS Machine Learning - AI

DECEMBER 4, 2024

The NVIDIA Nemotron family, available as NVIDIA NIM microservices, offers a cutting-edge suite of language models now available through Amazon Bedrock Marketplace, marking a significant milestone in AI model accessibility and deployment. About the authors James Park is a Solutions Architect at Amazon Web Services.

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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 73

Generative AI Systems Review Software Review Artificial Inteligence 73

CIO

MARCH 25, 2025

Artificial intelligence (AI) has rapidly shifted from buzz to business necessity over the past yearsomething Zscaler has seen firsthand while pioneering AI-powered solutions and tracking enterprise AI/ML activity in the worlds largest security cloud. Zscaler Figure 1: Top AI applications by transaction volume 2.

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