CIO

NOVEMBER 27, 2024

Recent research shows that 67% of enterprises are using generative AI to create new content and data based on learned patterns; 50% are using predictive AI, which employs machine learning (ML) algorithms to forecast future events; and 45% are using deep learning, a subset of ML that powers both generative and predictive models.

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Architecture Artificial Inteligence Data Development Team Review 193

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.

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Artificial Inteligence Artificial Intelligence Generative AI Government 194

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. Performance enhancements.

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Artificial Inteligence Engineering Data Storage 174

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

Artificial Inteligence 281

Artificial Inteligence Machine Learning Hardware Industry 281

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.

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Artificial Inteligence Software Review Generative AI Technical Review 89

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. Its widespread use in the enterprise makes it a steady entry on any in-demand skill list.

UI/UX 203

UI/UX Enterprise Artificial Inteligence Database Administration 203

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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Artificial Inteligence Training AWS Machine Learning 74

CIO

OCTOBER 24, 2024

TRECIG, a cybersecurity and IT consulting firm, will spend more on IT in 2025 as it invests more in advanced technologies such as artificial intelligence, machine learning, and cloud computing, says Roy Rucker Sr., CEO and president there. The company will still prioritize IT innovation, however.

Data Center 200

Data Center Artificial Inteligence Generative AI Artificial Intelligence 200

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.

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Artificial Inteligence Healthcare Case Study Comparison 52

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! And why that role?

Artificial Inteligence 174

Artificial Inteligence Weak Development Team Training Artificial Intelligence 174

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

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

AWS Machine Learning - AI

NOVEMBER 14, 2024

This innovative service goes beyond traditional trip planning methods, offering real-time interaction through a chat-based interface and maintaining scalability, reliability, and data security through AWS native services. An agent uses the power of an LLM to determine which function to execute, and output the result based on the prompt guide.

Artificial Inteligence 101

Artificial Inteligence Generative AI Travel AWS 101

CIO

NOVEMBER 4, 2024

Artificial Intelligence (AI), a term once relegated to science fiction, is now driving an unprecedented revolution in business technology. AI applications rely heavily on secure data, models, and infrastructure. From nimble start-ups to global powerhouses, businesses are hailing AI as the next frontier of digital transformation.

Infrastructure 193

Infrastructure Marketing Data Artificial Inteligence 193

Crunchbase News

OCTOBER 17, 2024

The startup uses light to link chips together and to do calculations for the deep learning necessary for AI. The Columbus, Ohio-based company currently has two robotic welding products in the market, both leveraging vision systems, artificial intelligence and machine learning to autonomously weld steel parts.

Data Center 119

Data Center Artificial Inteligence Data Energy 119

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

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

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

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Artificial Inteligence Insurance Generative AI Artificial Intelligence 97

AWS Machine Learning - AI

DECEMBER 11, 2024

This pipeline is illustrated in the following figure and consists of several key components: QA generation, multifaceted evaluation, and intelligent revision. The evaluation process includes three phases: LLM-based guideline evaluation, rule-based checks, and a final evaluation. Sonnet in Amazon Bedrock.

Generative AI 76

Generative AI Artificial Inteligence Guidelines Education 76

AWS Machine Learning - AI

OCTOBER 29, 2024

Although batch inference offers numerous benefits, it’s limited to 10 batch inference jobs submitted per model per Region. To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. This automatically deletes the deployed stack.

Scalability 110

Scalability Lambda Generative AI AWS 110

TechCrunch

MARCH 30, 2023

Co-founder and CEO Matt Welsh describes it as the first enterprise-focused platform-as-a-service for building experiences with large language models (LLMs). “The core of Fixie is its LLM-powered agents that can be built by anyone and run anywhere.” Fixie agents can interact with databases, APIs (e.g.

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Artificial Inteligence ChatGPT Company Generative AI 255

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

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.

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Artificial Inteligence Generative AI Training Architecture 52

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.

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Organization Artificial Inteligence Machine Learning Infrastructure 167

CIO

OCTOBER 25, 2024

Many institutions are willing to resort to artificial intelligence to help improve outdated systems, particularly mainframes,” he says. “AI Many mainframe users with large datasets want to hang on to them, and running AI on them is the next frontier, Dukich adds.

Survey 200

Survey Artificial Intelligence Artificial Inteligence Hardware 200

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 107

Media Video Artificial Inteligence Generative AI 107

AWS Machine Learning - AI

DECEMBER 23, 2024

With AWS, you have access to scalable infrastructure and advanced services like Amazon Neptune , a fully managed graph database service. Neptune allows you to efficiently model and navigate complex relationships within your data, making it an ideal choice for implementing graph-based RAG systems.

Generative AI 118

Generative AI Artificial Inteligence AWS Knowledge Base 118

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

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 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. Intel’s cloud-optimized hardware accelerates AI workloads, while SAS provides scalable, AI-driven solutions.

Analytics 146

Analytics Cloud How To Scalability 146

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.

Artificial Inteligence 104

Artificial Inteligence Cloud Journal Fintech 104

AWS Machine Learning - AI

MARCH 13, 2025

This post was co-written with Vishal Singh, Data Engineering Leader at Data & Analytics team of GoDaddy Generative AI solutions have the potential to transform businesses by boosting productivity and improving customer experiences, and using large language models (LLMs) in these solutions has become increasingly popular.

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Artificial Inteligence Systems Review System Generative AI 93

TechCrunch

MAY 9, 2023

It’s often said that large language models (LLMs) along the lines of OpenAI’s ChatGPT are a black box, and certainly, there’s some truth to that. Even for data scientists, it’s difficult to know why, always, a model responds in the way it does, like inventing facts out of whole cloth.

Artificial Inteligence 278

Artificial Inteligence Tools Weak Development Team Open Source 278

AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. Amazon DynamoDB is a fully managed NoSQL database service that provides fast and predictable performance with seamless scalability.

Generative AI 102

Generative AI Video Engineering Artificial Inteligence 102

Xebia

MARCH 30, 2025

” 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. The Scalability Trap Worst case scenario: – Data Volume : 1TB of testlogs = ~1 billion rows. Smaller clusters (e.g.,

Testing 130

Testing Artificial Inteligence Comparison Software Review 130

CIO

DECEMBER 20, 2024

AI and machine learning models. According to data platform Acceldata , there are three core principles of data architecture: Scalability. Modern data architectures must be scalable to handle growing data volumes without compromising performance. Scalable data pipelines. Application programming interfaces.

Architecture 183

Architecture Data Fractional CTO Technical Review 183