CIO

OCTOBER 29, 2024

This will require the adoption of new processes and products, many of which will be dependent on well-trained artificial intelligence-based technologies. Likewise, compromised or tainted data can result in misguided decision-making, unreliable AI model outputs, and even expose a company to ransomware. Years later, here we are.

Enterprise 202

Enterprise Artificial Inteligence Data Weak Development Team 202

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 Artificial Intelligence 209

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 Generative AI Government 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

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

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

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

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 105

Security Artificial Inteligence Infrastructure Government 105

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

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 127

Artificial Inteligence Construction Open Source Training 127

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 101

Artificial Inteligence Generative AI Travel AWS 101

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 112

Generative AI AWS Artificial Inteligence Applications 112

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 105

Software Review Artificial Inteligence Generative AI AWS 105

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 106

Artificial Inteligence Applications Knowledge Base Generative AI 106

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 Artificial Intelligence 75

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.

Enterprise 166

Enterprise Trends Artificial Inteligence Generative AI 166

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

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 80

Artificial Inteligence AWS Machine Learning Load Balancer 80

CIO

NOVEMBER 7, 2024

Right now, we are thinking about, how do we leverage artificial intelligence more broadly? It covers essential topics like artificial intelligence, our use of data models, our approach to technical debt, and the modernization of legacy systems. We explore the essence of data and the intricacies of data engineering.

Artificial Inteligence 180

Artificial Inteligence Development Generative AI Artificial Intelligence 180

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 107

Media Video Artificial Inteligence Generative AI 107

CIO

MARCH 27, 2025

Are you using artificial intelligence (AI) to do the same things youve always done, just more efficiently? Attendees also saw demos of Code Harbor , EXLs generative AI-powered code migration tool, and EXLs Insurance LLM , a purpose-built solution to the industrys challenges around claims adjudication and underwriting.

Artificial Inteligence 97

Artificial Inteligence Insurance Generative AI Artificial Intelligence 97

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 97

Training Artificial Inteligence AWS Machine Learning 97

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 130

Generative AI AWS Artificial Inteligence Software Review 130

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

CIO

NOVEMBER 26, 2024

The UAE made headlines by becoming the first nation to appoint a Minister of State for Artificial Intelligence in 2017. According to Boston Consulting Group (BGC) survey, artificial intelligence isn’t new, but broad public interest in it is.

Technical Review 128

Technical Review Artificial Intelligence Artificial Inteligence Technology 128

AWS Machine Learning - AI

MARCH 13, 2025

Advancements in multimodal artificial intelligence (AI), where agents can understand and generate not just text but also images, audio, and video, will further broaden their applications. This post will discuss agentic AI driven architecture and ways of implementing.

Artificial Inteligence 84

Artificial Inteligence Lambda Generative AI Travel 84

CIO

JANUARY 6, 2025

AI and Machine Learning will drive innovation across the government, healthcare, and banking/financial services sectors, strongly focusing on generative AI and ethical regulation. How do you foresee artificial intelligence and machine learning evolving in the region in 2025?

Trends 122

Trends Artificial Inteligence IoT Energy 122

CIO

FEBRUARY 11, 2025

The built-in elasticity in serverless computing architecture makes it particularly appealing for unpredictable workloads and amplifies developers productivity by letting developers focus on writing code and optimizing application design industry benchmarks , providing additional justification for this hypothesis. Architecture complexity.

Serverless 155

Serverless Architecture Microservices Scalability 155

Martin Fowler

SEPTEMBER 5, 2024

Kiran Prakash explains how to do this , starting with simple tests for key architectural characteristics and moving on to leveraging metadata and Large Language Models.

Government 259

Government Artificial Inteligence Data Architecture 259

CIO

DECEMBER 3, 2024

That means IT veterans are now expected to support their organization’s strategies to embrace artificial intelligence, advanced cybersecurity methods, and automation to get ahead and stay ahead in their careers. Vincalek agrees manual detection is on the wane.

Technical Review 193

Technical Review CTO Coach How To Software Review 193

Dataiku

JANUARY 7, 2025

At Dataiku Everyday AI events in Dallas, Toronto, London, Berlin, and Dubai this past fall, we talked about an architecture paradigm for LLM-powered applications: an LLM Mesh. What actually is an LLM Mesh? How does it help organizations scale up the development and delivery of LLM-powered applications?

Artificial Inteligence 52

Artificial Inteligence Applications Scalability Architecture 52

CIO

NOVEMBER 22, 2024

MIT event, moderated by Lan Guan, CAIO at Accenture Accenture “98% of business leaders say they want to adopt AI, right, but a lot of them just don’t know how to do it,” claimed Guan, who is currently working with a large airliner in Saudi Arabia, a large pharmaceutical company, and a high-tech company to implement generative AI blueprints in-house.

Airlines 204

Airlines LAN Generative AI Travel 204