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

NOVEMBER 4, 2024

Artificial Intelligence (AI), a term once relegated to science fiction, is now driving an unprecedented revolution in business technology. Most AI workloads are deployed in private cloud or on-premises environments, driven by data locality and compliance needs. Nutanix commissioned U.K. Cost, by comparison, ranks a distant 10th.

Infrastructure 193

Infrastructure Marketing Data Artificial Inteligence 193

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). These encoders and decoders help the LLM model contextualize the input data and, based on that, generate appropriate responses.

Artificial Inteligence 105

Artificial Inteligence Tools Open Source Architecture 105

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. One thing is to guarantee the quality and governance of data. It is not a position that many companies have today.

Artificial Inteligence 194

Artificial Inteligence Artificial Intelligence Generative AI Government 194

CIO

DECEMBER 10, 2024

Python Python is a programming language used in several fields, including data analysis, web development, software programming, scientific computing, and for building AI and machine learning models. Job listings: 90,550 Year-over-year increase: 7% Total resumes: 32,773,163 3.

UI/UX 203

UI/UX Enterprise Artificial Inteligence Database Administration 203

John Snow Labs

APRIL 2, 2025

The update enables domain experts, such as doctors or lawyers, to evaluate and improve custom-built large language models (LLMs) with precision and transparency. New capabilities include no-code features to streamline the process of auditing and tuning AI models.

Artificial Inteligence 89

Artificial Inteligence Software Review Generative AI Technical Review 89

CIO

OCTOBER 24, 2024

growth this year, with data center spending increasing by nearly 35% in 2024 in anticipation of generative AI infrastructure needs. Data center spending will increase again by 15.5% in 2025, but software spending — four times larger than the data center segment — will grow by 14% next year, to $1.24 trillion, Gartner projects.

Data Center 200

Data Center Artificial Inteligence Generative AI Artificial Intelligence 200

TechCrunch

FEBRUARY 23, 2022

QuantrolOx , a new startup that was spun out of Oxford University last year, wants to use machine learning to control qubits inside of quantum computers. Current methods, QuantrolOx CEO Chatrath argues, aren’t scalable, especially as these machines continue to improve. million (or about $1.9

Machine Learning 281

Machine Learning Artificial Inteligence Hardware Industry 281

Crunchbase News

OCTOBER 17, 2024

It’s been hard to browse tech headlines this week and not read something about billions of dollars being poured into data centers. billion to develop data centers in Spain. Energy and data center company Crusoe Energy Systems announced it raised $3.4 Energy and data center company Crusoe Energy Systems announced it raised $3.4

Data Center 121

Data Center Artificial Inteligence Data Energy 121

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.

Artificial Inteligence 75

Artificial Inteligence Training AWS Machine Learning 75

CIO

JANUARY 15, 2025

According to research from NTT DATA , 90% of organisations acknowledge that outdated infrastructure severely curtails their capacity to integrate cutting-edge technologies, including GenAI, negatively impacts their business agility, and limits their ability to innovate. [1] The foundation of the solution is also important.

Generative AI 187

Generative AI Applications Artificial Inteligence Azure 187

CIO

NOVEMBER 12, 2024

The hunch was that there were a lot of Singaporeans out there learning about data science, AI, machine learning and Python on their own. Because a lot of Singaporeans and locals have been learning AI, machine learning, and Python on their own. I needed the ratio to be the other way around!

Artificial Inteligence 174

Artificial Inteligence Weak Development Team Training Artificial Intelligence 174

CIO

OCTOBER 25, 2024

Many Kyndryl customers seem to be thinking about how to merge the mission-critical data on their mainframes with AI tools, she says. In addition to using AI with modernization efforts, almost half of those surveyed plan to use generative AI to unlock critical mainframe data and transform it into actionable insights.

Survey 200

Survey Artificial Inteligence Artificial Intelligence Hardware 200

AWS Machine Learning - AI

MARCH 20, 2025

The McKinsey 2023 State of AI Report identifies data management as a major obstacle to AI adoption and scaling. Enterprises generate massive volumes of unstructured data, from legal contracts to customer interactions, yet extracting meaningful insights remains a challenge.

Data 102

Data Generative AI Artificial Inteligence Compliance 102

John Snow Labs

NOVEMBER 8, 2024

Our results indicate that, for specialized healthcare tasks like answering clinical questions or summarizing medical research, these smaller models offer both efficiency and high relevance, positioning them as an effective alternative to larger counterparts within a RAG setup. The prompt is fed into the LLM.

Artificial Inteligence 52

Artificial Inteligence Healthcare Case Study Comparison 52

AWS Machine Learning - AI

NOVEMBER 14, 2024

It enables you to privately customize the FM of your choice with your data using techniques such as fine-tuning, prompt engineering, and retrieval augmented generation (RAG) and build agents that run tasks using your enterprise systems and data sources while adhering to security and privacy requirements.

Artificial Inteligence 102

Artificial Inteligence Generative AI Travel AWS 102

John Snow Labs

FEBRUARY 12, 2025

John Snow Labs’ Medical Language Models library is an excellent choice for leveraging the power of large language models (LLM) and natural language processing (NLP) in Azure Fabric due to its seamless integration, scalability, and state-of-the-art accuracy on medical tasks.

Artificial Inteligence 52

Artificial Inteligence Azure Healthcare Software Review 52

CIO

FEBRUARY 4, 2025

Ben Franklin famously said that theres only two things certain in life death and taxes but were he a CIO, he likely would have added a third certainty: data growth. File data is not immune. Intelligent tiering Tiering has long been a strategy CIOs have employed to gain some control over storage costs.

Storage 103

Storage Artificial Inteligence Data Meeting 103

AWS Machine Learning - AI

NOVEMBER 6, 2024

However, as exciting as these advancements are, data scientists often face challenges when it comes to developing UIs and to prototyping and interacting with their business users. The Python application uses the Streamlit library to provide a user-friendly interface for interacting with a generative AI model.

Generative AI 113

Generative AI AWS Artificial Inteligence Applications 113

CIO

OCTOBER 20, 2024

The partnership is set to trial cutting-edge AI and machine learning solutions while exploring confidential compute technology for cloud deployments. Core42 equips organizations across the UAE and beyond with the infrastructure they need to take advantage of exciting technologies like AI, Machine Learning, and predictive analytics.

Organization 167

Organization Machine Learning Artificial Inteligence Infrastructure 167

AWS Machine Learning - AI

DECEMBER 23, 2024

In a world where decisions are increasingly data-driven, the integrity and reliability of information are paramount. This enhancement is achieved by using the graphs ability to model complex relationships and dependencies between data points, providing a more nuanced and contextually accurate foundation for generative AI outputs.

Generative AI 120

Generative AI Artificial Inteligence AWS Knowledge Base 120

AWS Machine Learning - AI

OCTOBER 29, 2024

Batch inference in Amazon Bedrock efficiently processes large volumes of data using foundation models (FMs) when real-time results aren’t necessary. Although batch inference offers numerous benefits, it’s limited to 10 batch inference jobs submitted per model per Region. This automatically deletes the deployed stack.

Scalability 112

Scalability Lambda Generative AI AWS 112

CIO

NOVEMBER 19, 2024

A modern data and artificial intelligence (AI) platform running on scalable processors can handle diverse analytics workloads and speed data retrieval, delivering deeper insights to empower strategic decision-making. They are often unable to handle large, diverse data sets from multiple sources.

Analytics 146

Analytics Cloud How To Scalability 146

Xebia

MARCH 30, 2025

“The fine art of data engineering lies in maintaining the balance between data availability and system performance.” ” Ted Malaska At Melexis, a global leader in advanced semiconductor solutions, the fusion of artificial intelligence (AI) and machine learning (ML) is driving a manufacturing revolution.

Testing 130

Testing Artificial Inteligence Comparison Software Review 130

AWS Machine Learning - AI

OCTOBER 16, 2024

As DPG Media grows, they need a more scalable way of capturing metadata that enhances the consumer experience on online video services and aids in understanding key content characteristics. The following were some initial challenges in automation: Language diversity – The services host both Dutch and English shows.

Media 109

Media Video Artificial Inteligence Generative AI 109

CIO

MARCH 26, 2025

Maintaining a competitive edge can feel like a constant struggle as IT leaders race to adopt artificial intelligence (AI)to solve their IT challenges and drive innovation. Using your data in real time at scale is key to driving business value. Using your data in real time at scale is key to driving business value.

Artificial Inteligence 78

Artificial Inteligence Data Generative AI Innovation 78

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] AI in action The benefits of this approach are clear to see.

Enterprise 187

Enterprise Generative AI Weak Development Team Technical Review 187

TechCrunch

MARCH 30, 2023

Called Fixie , the firm, founded by former engineering heads at Apple and Google, aims to connect text-generating models similar to OpenAI’s ChatGPT to an enterprise’s data, systems and workflows. “The core of Fixie is its LLM-powered agents that can be built by anyone and run anywhere.”

Artificial Inteligence 255

Artificial Inteligence Company ChatGPT Generative AI 255

CIO

MARCH 27, 2025

Are you using artificial intelligence (AI) to do the same things youve always done, just more efficiently? EXL executives and AI practitioners discussed the technologys full potential during the companys recent virtual event, AI in Action: Driving the Shift to Scalable AI. If so, youre only scratching the surface. The EXLerate.AI

Artificial Inteligence 88

Artificial Inteligence Insurance Generative AI Artificial Intelligence 88

Xebia

DECEMBER 23, 2024

Modern Pay-As-You-Go Data Platforms: Easy to Start, Challenging to Control It’s Easier Than Ever to Start Getting Insights into Your Data The rapid evolution of data platforms has revolutionized the way businesses interact with their data. The result? Yet, this flexibility comes with risks.

Data 130

Data Storage Culture Resources 130

CIO

APRIL 10, 2024

Inferencing has emerged as among the most exciting aspects of generative AI large language models (LLMs). A quick explainer: In AI inferencing , organizations take a LLM that is pretrained to recognize relationships in large datasets and generate new content based on input, such as text or images.

Artificial Inteligence 203

Artificial Inteligence Generative AI Storage Artificial Intelligence 203

CIO

NOVEMBER 27, 2024

Yet, as transformative as GenAI can be, unlocking its full potential requires more than enthusiasm—it demands a strong foundation in data management, infrastructure flexibility, and governance. Trusted, Governed Data The output of any GenAI tool is entirely reliant on the data it’s given.

Data 147

Data How To Government Architecture 147

Crunchbase News

DECEMBER 18, 2024

West Palm Beach, Florida-based Vultr says it plans to use the new capital to acquire more graphics processing units, or GPUs, which are in hot demand to power large language models. For AMD to be able to get good billing with an up-and-coming cloud provider like Vultr will help them get more visibility in the market.

Artificial Inteligence 104

Artificial Inteligence Cloud Journal Fintech 104

CIO

FEBRUARY 18, 2025

But in many cases, the prospect of migrating to modern cloud native, open source languages 1 seems even worse. Artificial intelligence (AI) tools have emerged to help, but many businesses fear they will expose their intellectual property, hallucinate errors or fail on large codebases because of their prompt limits.

Software Review 78

Software Review Artificial Inteligence Government Data 78

CIO

NOVEMBER 21, 2024

For instance, an e-commerce platform leveraging artificial intelligence and data analytics to tailor customer recommendations enhances user experience and revenue generation. These metrics might include operational cost savings, improved system reliability, or enhanced scalability.

Strategy 183

Strategy Technical Advisors Agile Culture 183

Openxcell

JANUARY 20, 2025

Have you ever imagined how artificial intelligence has changed our lives and the way businesses function? The rise of AI models, such as the foundation model and LLM, which offer massive automation and creativity, has made this possible. What are LLMs? It ultimately increases the performance and versatility.

Artificial Inteligence 52

Artificial Inteligence Generative AI Training Architecture 52