Openxcell

JANUARY 20, 2025

LLM or large language models are deep learning models trained on vast amounts of linguistic data so they understand and respond in natural language (human-like texts). The inner transformer architecture comprises a bunch of neural networks in the form of an encoder and a decoder.

Artificial Inteligence 105

Artificial Inteligence Tools Open Source Architecture 105

CIO

OCTOBER 30, 2024

Whether it’s a financial services firm looking to build a personalized virtual assistant or an insurance company in need of ML models capable of identifying potential fraud, artificial intelligence (AI) is primed to transform nearly every industry.

Enterprise 209

Enterprise Artificial Inteligence Architecture Survey 209

CIO

APRIL 23, 2025

This is where Delta Lakehouse architecture truly shines. Approach Sid Dixit Implementing lakehouse architecture is a three-phase journey, with each stage demanding dedicated focus and independent treatment. Step 2: Transformation (using ELT and Medallion Architecture ) Bronze layer: Keep it raw.

Insurance 164

Insurance Artificial Inteligence Data Architecture 164

CIO

MARCH 20, 2025

Generative and agentic artificial intelligence (AI) are paving the way for this evolution. And its modular architecture distributes tasks across multiple agents in parallel, increasing the speed and scalability of migrations. The EXLerate.AI

Artificial Inteligence 139

Artificial Inteligence Enterprise Insurance Artificial Intelligence 139

CIO

NOVEMBER 19, 2024

All industries and modern applications are undergoing rapid transformation powered by advances in accelerated computing, deep learning, and artificial intelligence. The next phase of this transformation requires an intelligent data infrastructure that can bring AI closer to enterprise data.

Artificial Inteligence 174

Artificial Inteligence Engineering Data Storage 174

CIO

MARCH 14, 2025

But the increase in use of intelligent tools in recent years since the arrival of generative AI has begun to cement the CAIO role as a key tech executive position across a wide range of sectors. The role of artificial intelligence is very closely tied to generating efficiencies on an ongoing basis, as well as implying continuous adoption.

Artificial Inteligence 194

Artificial Inteligence Artificial Intelligence Government Generative AI 194

CIO

OCTOBER 23, 2024

Just days later, Cisco Systems announced it planned to reduce its workforce by 7%, citing shifts to other priorities such as artificial intelligence and cybersecurity — after having already laid off over 4,000 employees in February.

Marketing 195

Marketing Artificial Inteligence Generative AI Artificial Intelligence 195

AWS Machine Learning - AI

APRIL 23, 2025

National Laboratory has implemented an AI-driven document processing platform that integrates named entity recognition (NER) and large language models (LLMs) on Amazon SageMaker AI. In this post, we discuss how you can build an AI-powered document processing platform with open source NER and LLMs on SageMaker.

Artificial Inteligence 66

Artificial Inteligence Open Source AWS Serverless 66

CIO

JANUARY 30, 2025

Augmented data management with AI/ML Artificial Intelligence and Machine Learning transform traditional data management paradigms by automating labour-intensive processes and enabling smarter decision-making. With machine learning, these processes can be refined over time and anomalies can be predicted before they arise.

Scalability 169

Scalability Government Trends Artificial Inteligence 169

CIO

APRIL 16, 2025

Digital tools are the lifeblood of todays enterprises, but the complexity of hybrid cloud architectures, involving thousands of containers, microservices and applications, frustratesoperational leaders trying to optimize business outcomes. Artificial intelligence has contributed to complexity.

Artificial Inteligence 88

Artificial Inteligence Artificial Intelligence Analysis Banking 88

CIO

DECEMBER 20, 2024

With the core architectural backbone of the airlines gen AI roadmap in place, including United Data Hub and an AI and ML platform dubbed Mars, Birnbaum has released a handful of models into production use for employees and customers alike.

Airlines 197

Airlines Generative AI Artificial Inteligence Weak Development Team 197

Cloudera

DECEMBER 6, 2024

Artificial Intelligence promises to transform lives and business as we know it. The AI Forecast: Data and AI in the Cloud Era , sponsored by Cloudera, aims to take an objective look at the impact of AI on business, industry, and the world at large. But what does that future look like? That’s context, that’s location.

Artificial Inteligence 82

Artificial Inteligence Data Artificial Intelligence Retail 82

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). He is passionate about cloud and machine learning.

Software Review 115

Software Review Artificial Inteligence Generative AI AWS 115

AWS Machine Learning - AI

NOVEMBER 14, 2024

Architecture The following figure shows the architecture of the solution. Through natural language processing algorithms and machine learning techniques, the large language model (LLM) analyzes the user’s queries in real time, extracting relevant context and intent to deliver tailored responses.

Artificial Inteligence 109

Artificial Inteligence Generative AI Travel AWS 109

AWS Machine Learning - AI

DECEMBER 4, 2024

About the NVIDIA Nemotron model family At the forefront of the NVIDIA Nemotron model family is Nemotron-4, as stated by NVIDIA, it is a powerful multilingual large language model (LLM) trained on an impressive 8 trillion text tokens, specifically optimized for English, multilingual, and coding tasks.

Artificial Inteligence 101

Artificial Inteligence Microservices Generative AI AWS 101

Palo Alto Networks

OCTOBER 30, 2024

As policymakers across the globe approach regulating artificial intelligence (AI), there is an emerging and welcomed discussion around the importance of securing AI systems themselves. These models are increasingly being integrated into applications and networks across every sector of the economy.

Security 104

Security Artificial Inteligence Infrastructure Government 104

AWS Machine Learning - AI

NOVEMBER 6, 2024

Traditionally, building frontend and backend applications has required knowledge of web development frameworks and infrastructure management, which can be daunting for those with expertise primarily in data science and machine learning. The Streamlit application will now display a button labeled Get LLM Response.

Generative AI 118

Generative AI AWS Artificial Inteligence Applications 118

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.

Artificial Inteligence 115

Artificial Inteligence Applications Knowledge Base Generative AI 115

AWS Machine Learning - AI

DECEMBER 2, 2024

In this post, we explore the new Container Caching feature for SageMaker inference, addressing the challenges of deploying and scaling large language models (LLMs). You’ll learn about the key benefits of Container Caching, including faster scaling, improved resource utilization, and potential cost savings.

Generative AI 100

Generative AI Artificial Inteligence Machine Learning AWS 100

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 115

Case Study Artificial Inteligence Study Generative AI 115

Dzone - DevOps

MARCH 28, 2025

With rapid progress in the fields of machine learning (ML) and artificial intelligence (AI), it is important to deploy the AI/ML model efficiently in production environments. The architecture downstream ensures scalability, cost efficiency, and real-time access to applications.

Scalability 88

Scalability Artificial Inteligence AWS Artificial Intelligence 88

CIO

FEBRUARY 4, 2025

Instead of seeing digital as a new paradigm for our business, we over-indexed on digitizing legacy models and processes and modernizing our existing organization. The rise of artificial intelligence is giving us all a second chance. They were new products, interfaces, and architectures to do the same thing we always did.

Business Transformation 216

Business Transformation Artificial Inteligence Enterprise Artificial Intelligence 216

AWS Machine Learning - AI

APRIL 21, 2025

In this blog post, we discuss how Prompt Optimization improves the performance of large language models (LLMs) for intelligent text processing task in Yuewen Group. Evolution from Traditional NLP to LLM in Intelligent Text Processing Yuewen Group leverages AI for intelligent analysis of extensive web novel texts.

Artificial Inteligence 65

Artificial Inteligence Groups Applications Innovation 65

O'Reilly Media - Ideas

NOVEMBER 19, 2024

Reasons for using RAG are clear: large language models (LLMs), which are effectively syntax engines, tend to “hallucinate” by inventing answers from pieces of their training data. Also, in place of expensive retraining or fine-tuning for an LLM, this approach allows for quick data updates at low cost.

Artificial Inteligence 128

Artificial Inteligence Construction Open Source Training 128

CIO

MARCH 14, 2025

As Artificial Intelligence (AI)-powered cyber threats surge, INE Security , a global leader in cybersecurity training and certification, is launching a new initiative to help organizations rethink cybersecurity training and workforce development.

Artificial Inteligence 103

Artificial Inteligence Training Generative AI Artificial Intelligence 103

Xebia

APRIL 17, 2025

It also supports the newly announced Agent 2 Agent (A2A) protocol which Google is positioning as an open, secure standard for agent-agent collaboration, driven by a large community of Technology, Platform and Service partners. Native Multi-Agent Architecture: Build scalable applications by composing specialized agents in a hierarchy.

Google Cloud 147

Google Cloud Artificial Inteligence Cloud Video 147

TechCrunch

JANUARY 2, 2022

Most artificial intelligence models are trained through supervised learning, meaning that humans must label raw data. Data labeling is a critical part of automating artificial intelligence and machine learning model, but at the same time, it can be time-consuming and tedious work.

Artificial Inteligence 350

Artificial Inteligence Technology Artificial Intelligence Data 350

Tenable

NOVEMBER 29, 2024

The agencies recommend that organizations developing and deploying AI systems incorporate the following: Ensure a secure deployment environment : Confirm that the organization’s IT infrastructure is robust, with good governance, a solid architecture and secure configurations in place.

Artificial Inteligence 75

Artificial Inteligence Research Generative AI Technical Review 75

CIO

APRIL 16, 2025

Jenga builder: Enterprise architects piece together both reusable and replaceable components and solutions enabling responsive (adaptable, resilient) architectures that accelerate time-to-market without disrupting other components or the architecture overall (e.g. compromising quality, structure, integrity, goals).

Technical Review 172

Technical Review Enterprise Strategy Innovation 172

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). The following diagram is the solution architecture.

Artificial Inteligence 89

Artificial Inteligence Generative AI AWS Storage 89

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 Intelligence 197

Artificial Intelligence Artificial Inteligence 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 94

Artificial Inteligence AWS Machine Learning Load Balancer 94

AWS Machine Learning - AI

NOVEMBER 27, 2024

Large language models (LLMs) have witnessed an unprecedented surge in popularity, with customers increasingly using publicly available models such as Llama, Stable Diffusion, and Mistral. With activations being partitioned along the sequence dimension, we need to consider how our model’s computations are affected.

Training 106

Training Artificial Inteligence AWS Machine Learning 106

AWS Machine Learning - AI

OCTOBER 16, 2024

The following were some initial challenges in automation: Language diversity – The services host both Dutch and English shows. Some local shows feature Flemish dialects, which can be difficult for some large language models (LLMs) to understand. The secondary LLM is used to evaluate the summaries on a large scale.

Media 115

Media Video Artificial Inteligence Generative AI 115

CIO

NOVEMBER 26, 2024

The fact is, even the world’s most powerful large language models (LLMs) are only as good as the data foundations on which they are built. So, unless insurers get their data houses in order, the real gains promised by AI will not materialize.

Insurance 197

Insurance Culture Data Artificial Inteligence 197

CIO

JANUARY 15, 2025

2] The myriad potential of GenAI enables enterprises to simplify coding and facilitate more intelligent and automated system operations. By leveraging large language models and platforms like Azure Open AI, for example, organisations can transform outdated code into modern, customised frameworks that support advanced features.

Generative AI 187

Generative AI Applications Artificial Inteligence Azure 187

AWS Machine Learning - AI

APRIL 1, 2025

AI agents extend large language models (LLMs) by interacting with external systems, executing complex workflows, and maintaining contextual awareness across operations. About the authors Mark Roy is a Principal Machine Learning Architect for AWS, helping customers design and build generative AI solutions.

Generative AI 134

Generative AI AWS Artificial Inteligence Software Review 134