CIO

APRIL 23, 2025

Many still rely on legacy platforms , such as on-premises warehouses or siloed data systems. These environments often consist of multiple disconnected systems, each managing distinct functions policy administration, claims processing, billing and customer relationship management all generating exponentially growing data as businesses scale.

Insurance 164

Insurance Artificial Inteligence Data Architecture 164

AWS Machine Learning - AI

APRIL 29, 2025

In the era of generative AI , new large language models (LLMs) are continually emerging, each with unique capabilities, architectures, and optimizations. Among these, Amazon Nova foundation models (FMs) deliver frontier intelligence and industry-leading cost-performance, available exclusively on Amazon Bedrock.

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AWS Machine Learning - AI

MARCH 4, 2025

As systems scale, conducting thorough AWS Well-Architected Framework Reviews (WAFRs) becomes even more crucial, offering deeper insights and strategic value to help organizations optimize their growing cloud environments. In this post, we explore a generative AI solution leveraging Amazon Bedrock to streamline the WAFR process.

Generative AI 118

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CIO

APRIL 14, 2025

Artificial intelligence has great potential in predicting outcomes. Because of generative AI and large language models (LLMs), AI can do amazing human-like things such as pass a medical exam or an LSAT test. Calling AI artificial intelligence implies it has human-like intellect.

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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.

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CIO

NOVEMBER 6, 2024

Artificial intelligence has moved from the research laboratory to the forefront of user interactions over the past two years. As senior product owner for the Performance Hub at satellite firm Eutelsat Group Miguel Morgado says, the right strategy is crucial to effectively seize opportunities to innovate.

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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

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.

Artificial Inteligence 113

Artificial Inteligence Technical Review Healthcare Systems Review 113

AWS Machine Learning - AI

OCTOBER 16, 2024

This post shows how DPG Media introduced AI-powered processes using Amazon Bedrock and Amazon Transcribe into its video publication pipelines in just 4 weeks, as an evolution towards more automated annotation systems. For some content, additional screening is performed to generate subtitles and captions.

Media 117

Media Video Artificial Inteligence Generative AI 117

CIO

APRIL 23, 2025

For example, AI agents should be able to take actions on behalf of users, act autonomously, or interact with other agents and systems. Plus, each agent might be powered by a different LLM, fine-tuned model, or specialized small language model. To keep the systems going off the rails, several controls are in place.

Systems Review 190

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AWS Machine Learning - AI

APRIL 10, 2025

Training a frontier model is highly compute-intensive, requiring a distributed system of hundreds, or thousands, of accelerated instances running for several weeks or months to complete a single job. For example, pre-training the Llama 3 70B model with 15 trillion training tokens took 6.5 million H100 GPU hours.

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Training Artificial Inteligence Hardware Systems Review 113

TechCrunch

AUGUST 19, 2023

So until an AI can do it for you, here’s a handy roundup of the last week’s stories in the world of machine learning, along with notable research and experiments we didn’t cover on their own. This week in AI, Amazon announced that it’ll begin tapping generative AI to “enhance” product reviews.

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Systems Review Software Review Artificial Inteligence Weak Development Team 246

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.

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Artificial Inteligence Applications Knowledge Base Generative AI 117

AWS Machine Learning - AI

DECEMBER 11, 2024

EBSCOlearning, a leader in the realm of online learning, recognized this need and embarked on an ambitious journey to transform their assessment creation process using cutting-edge generative AI technology. The evaluation process includes three phases: LLM-based guideline evaluation, rule-based checks, and a final evaluation.

Generative AI 94

Generative AI Artificial Inteligence Guidelines Education 94

AWS Machine Learning - AI

APRIL 23, 2025

Archival data in research institutions and national laboratories represents a vast repository of historical knowledge, yet much of it remains inaccessible due to factors like limited metadata and inconsistent labeling. To address these challenges, a U.S. The following diagram illustrates the solution architecture.

Artificial Inteligence 67

Artificial Inteligence Open Source AWS Serverless 67

TechEmpower CTO

OCTOBER 9, 2023

Artificial Intelligence (AI), and particularly Large Language Models (LLMs), have significantly transformed the search engine as we’ve known it. With Generative AI and LLMs, new avenues for improving operational efficiency and user satisfaction are emerging every day.

Generative AI 346

Generative AI Artificial Inteligence How To Systems Review 346

AWS Machine Learning - AI

MARCH 5, 2025

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. To learn more about FMEval, see Evaluate large language models for quality and responsibility of LLMs.

Generative AI 76

Generative AI Systems Review Software Review Artificial Inteligence 76

AWS Machine Learning - AI

APRIL 16, 2025

Out-of-the-box models often lack the specific knowledge required for certain domains or organizational terminologies. To address this, businesses are turning to custom fine-tuned models, also known as domain-specific large language models (LLMs). Why LoRAX for LoRA deployment on AWS?

Artificial Inteligence 101

Artificial Inteligence Generative AI AWS Storage 101

CIO

OCTOBER 24, 2024

Generative artificial intelligence (genAI) is the latest milestone in the “AAA” journey, which began with the automation of the mundane, lead to augmentation — mostly machine-driven but lately also expanding into human augmentation — and has built up to artificial intelligence. Artificial?

Artificial Inteligence 197

Artificial Inteligence Artificial Intelligence Technical Review Software Review 197

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 107

Artificial Inteligence AWS Machine Learning Load Balancer 107

CIO

APRIL 29, 2025

Dan Yelle, chief data and analytics officer at Credibly, suggests bringing more transparency into the codebase by having gen AI conduct a review and insert comments to make obscure programs more understandable by engineers. The file can be passed directly to the LLM with simple instructions like, Please resolve the rubocop:todos.

Technical Review 175

Technical Review Weak Development Team Software Review Systems Review 175

AWS Machine Learning - AI

APRIL 30, 2025

Consider this: when you sign in to a software system, a log is recorded to make sure theres an accurate record of activityessential for accountability and security. With advancement in AI technology, the time is right to address such complexities with large language models (LLMs).

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Artificial Inteligence Technical Review Software Review Generative AI 99

AWS Machine Learning - AI

NOVEMBER 1, 2024

Fine-tuning is a powerful approach in natural language processing (NLP) and generative AI , allowing businesses to tailor pre-trained large language models (LLMs) for specific tasks. This process involves updating the model’s weights to improve its performance on targeted applications.

Artificial Inteligence 97

Artificial Inteligence Generative AI Training Metrics 97

AWS Machine Learning - AI

MARCH 7, 2025

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.

Generative AI 101

Generative AI Technical Review Insurance Policies 101

CIO

JANUARY 8, 2025

Increasingly, however, CIOs are reviewing and rationalizing those investments. The reasons include higher than expected costs, but also performance and latency issues; security, data privacy, and compliance concerns; and regional digital sovereignty regulations that affect where data can be located, transported, and processed.

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Cloud Technical Review Systems Review Budget 209

OTS Solutions

JUNE 3, 2022

Clinics that use cutting-edge technology will continue to thrive as intelligent systems evolve. At the heart of this shift are AI (Artificial Intelligence), ML (Machine Learning), IoT, and other cloud-based technologies. The intelligence generated via Machine Learning.

Healthcare 345

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CIO

MARCH 4, 2025

If I am a large enterprise, I probably will not build all of my agents in one place and be vendor-locked, but I probably dont want 30 platforms. What is needed is a single view of all of my AI agents I am building that will give me an alert when performance is poor or there is a security concern.

Software Review 179

Software Review Artificial Inteligence Technical Review Government 179

Hacker Earth Developers Blog

APRIL 13, 2022

One of the most exciting and rapidly-growing fields in this evolution is Artificial Intelligence (AI) and Machine Learning (ML). Simply put, AI is the ability of a computer to learn and perform tasks that ordinarily require human intelligence, such as understanding natural language and recognizing objects in pictures.

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Artificial Inteligence Artificial Intelligence Technical Review Machine Learning 299

O'Reilly Media - Ideas

NOVEMBER 5, 2024

October had many language model releases. The mid-size models, and even the small models, are catching up to frontier models like GPT-4.5o in performance. But the release that blew us all away wasn’t a language model: It was Claude’s computer use API. AI avatars are interviewing job candidates.

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Artificial Inteligence Trends Software Review Open Source 109

Netflix Tech

MARCH 28, 2025

By Ko-Jen Hsiao , Yesu Feng and Sudarshan Lamkhede Motivation Netflixs personalized recommender system is a complex system, boasting a variety of specialized machine learned models each catering to distinct needs including Continue Watching and Todays Top Picks for You.

Artificial Inteligence 85

Artificial Inteligence Systems Review Training Windows 85

CIO

JANUARY 5, 2025

Research from Gartner, for example, shows that approximately 30% of generative AI (GenAI) will not make it past the proof-of-concept phase by the end of 2025, due to factors including poor data quality, inadequate risk controls, and escalating costs. [1]

Enterprise 187

Enterprise Generative AI Weak Development Team Technical Review 187

Perficient

NOVEMBER 20, 2024

Introduction to Multiclass Text Classification with LLMs Multiclass text classification (MTC) is a natural language processing (NLP) task where text is categorized into multiple predefined categories or classes. Traditional approaches rely on training machine learning models, requiring labeled data and iterative fine-tuning.

Artificial Inteligence 52

Artificial Inteligence Metrics Airlines Travel 52

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. Instead, the system dynamically routes traffic across multiple Regions, maintaining optimal resource utilization and performance.

Artificial Inteligence 119

Artificial Inteligence AWS Technical Review Policies 119

CIO

DECEMBER 20, 2024

Its an offshoot of enterprise architecture that comprises the models, policies, rules, and standards that govern the collection, storage, arrangement, integration, and use of data in organizations. AI and machine learning models. AI and ML are used to automate systems for tasks such as data collection and labeling.

Architecture 183

Architecture Data Fractional CTO Technical Review 183

CIO

JANUARY 30, 2025

There is no doubt that artificial intelligence (AI) will radically transform how the world works. Then there are the ever-present concerns of security, coupled with cost-performance concerns adding to this complex situation. Already, leading organizations are seeing significant benefits from the use of AI.

Infrastructure 157

Infrastructure Technical Review Azure Artificial Intelligence 157

CIO

SEPTEMBER 12, 2023

Generative AI systems are information content development tools, not robots — you can ask such a tool to “Tell me all the common ways to infect a machine,” but you cannot ask it to “Infect these machines at this company.” Artificial Intelligence, Security

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Artificial Inteligence Artificial Intelligence Generative AI ChatGPT 197

CIO

JANUARY 9, 2024

That quote aptly describes what Dell Technologies and Intel are doing to help our enterprise customers quickly, effectively, and securely deploy generative AI and large language models (LLMs).Many That makes it impractical to train an LLM from scratch. Training GPT-3 was heralded as an engineering marvel.

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Artificial Inteligence Enterprise Generative AI Technical Review 179