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 5, 2025

As insurance companies embrace generative AI (genAI) to address longstanding operational inefficiencies, theyre discovering that general-purpose large language models (LLMs) often fall short in solving their unique challenges. Claims adjudication, for example, is an intensive manual process that bogs down insurers.

Artificial Inteligence 109

Artificial Inteligence Insurance Technical Review Generative AI 109

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 223

Google Cloud Artificial Inteligence Cloud Video 223

CIO

OCTOBER 24, 2023

The paradigm shift towards the cloud has dominated the technology landscape, providing organizations with stronger connectivity, efficiency, and scalability. In light of this, developer teams are beginning to turn to AI-enabled tools like large language models (LLMs) to simplify and automate tasks.

Artificial Inteligence 179

Artificial Inteligence Security Cloud Weak Development Team 179

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.

Architecture 193

Architecture Artificial Inteligence Data Development Team Review 193

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

CIO

APRIL 23, 2025

Modern AI models, particularly large language models, frequently require real-time data processing capabilities. The machine learning models would target and solve for one use case, but Gen AI has the capability to learn and address multiple use cases at scale.

Insurance 164

Insurance Artificial Inteligence Data Architecture 164

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.

Artificial Inteligence 174

Artificial Inteligence Engineering Data Storage 174

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

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

CIO

APRIL 25, 2025

Artificial Intelligence Average salary: $130,277 Expertise premium: $23,525 (15%) AI tops the list as the skill that can earn you the highest pay bump, earning tech professionals nearly an 18% premium over other tech skills. Read on to find out how such expertise can make you stand out in any industry.

Artificial Inteligence 190

Artificial Inteligence DevOps Virtualization Industry 190

AWS Machine Learning - AI

MAY 1, 2025

For MCP implementation, you need a scalable infrastructure to host these servers and an infrastructure to host the large language model (LLM), which will perform actions with the tools implemented by the MCP server. We will deep dive into the MCP architecture later in this post.

Artificial Inteligence 57

Artificial Inteligence AWS Architecture Generative AI 57

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 Inteligence Artificial Intelligence Hardware 200

CIO

NOVEMBER 10, 2024

Sheikh Hamdan highlighted that partnerships with global leaders like Google are integral to this goal, enabling the city to set new standards in technology and develop scalable solutions that serve international markets.

Tourism 183

Tourism Artificial Inteligence Artificial Intelligence Policies 183

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 124

Data Center Artificial Inteligence Data Energy 124

AWS Machine Learning - AI

NOVEMBER 26, 2024

The use of large language models (LLMs) and generative AI has exploded over the last year. With the release of powerful publicly available foundation models, tools for training, fine tuning and hosting your own LLM have also become democratized. model. , "temperature":0, "max_tokens": 128}' | jq '.choices[0].text'

Artificial Inteligence 106

Artificial Inteligence AWS Artificial Intelligence Generative AI 106

CIO

APRIL 16, 2025

Artificial intelligence has contributed to complexity. Businesses now want to monitor large language models as well as applications to spot anomalies that may contribute to inaccuracies,bias, and slow performance. Support for a wide range of large language models in the cloud and on premises.

Artificial Inteligence 88

Artificial Inteligence Artificial Intelligence Analysis Banking 88

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 96

Generative AI Artificial Inteligence Guidelines Education 96

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 78

Artificial Inteligence Training AWS Machine Learning 78

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 124

Case Study Artificial Inteligence Study Generative AI 124

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

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

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). You have the option to quantize the model.

Artificial Inteligence 102

Artificial Inteligence Generative AI AWS Storage 102

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 67

Artificial Inteligence Open Source AWS Serverless 67

CIO

MARCH 13, 2023

It is clear that artificial intelligence, machine learning, and automation have been growing exponentially in use—across almost everything from smart consumer devices to robotics to cybersecurity to semiconductors. Going forward, we’ll see an expansion of artificial intelligence in creating.

Artificial Inteligence 217

Artificial Inteligence Technical Review Artificial Intelligence Technology 217

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 111

Artificial Inteligence Generative AI Travel AWS 111

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 130

Scalability Lambda Generative AI AWS 130

Crunchbase News

NOVEMBER 1, 2024

OpenAI , $6.6B, artificial intelligence: OpenAI announced its long-awaited raise of $6.6 tied) Poolside , $500M, artificial intelligence: Poolside closed a $500 million Series B led by Bain Capital Ventures. The startup builds artificial intelligence software for programmers. billion, per Crunchbase.

Biotech 123

Biotech Energy Artificial Inteligence Artificial Intelligence 123

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 108

Artificial Inteligence AWS Machine Learning Load Balancer 108

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 119

Generative AI AWS Artificial Inteligence Applications 119

Dzone - DevOps

JANUARY 9, 2025

The fast growth of artificial intelligence (AI) has created new opportunities for businesses to improve and be more creative. A key development in this area is intelligent agents. This helps them depend less on manual work and be more efficient and scalable.

DevOps 98

DevOps Cloud Artificial Intelligence Artificial Inteligence 98

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 97

Artificial Inteligence Insurance Generative AI Artificial Intelligence 97

Dzone - DevOps

DECEMBER 24, 2024

Microservices have become a popular architectural style for building scalable and modular applications. ServiceBricks aims to simplify this by allowing you to quickly generate fully functional, open-source microservices based on a simple prompt using artificial intelligence and source code generation.

Microservices 97

Microservices Artificial Intelligence Artificial Inteligence Open Source 97

TechCrunch

JULY 15, 2021

Then in 2019, the state of technology was such that Li and co-founders Daniel Chen and Jeremy Huang could create data extraction capabilities through the use of artificial intelligence-driven software. Its intelligent automation approach eliminates the cost bloat and makes data extraction scalable, accurate and referenceable.”.

Artificial Inteligence 261

Artificial Inteligence Artificial Intelligence Data Analysis 261

AWS Machine Learning - AI

APRIL 30, 2025

Booking.com , one of the worlds leading digital travel services, is using AWS to power emerging generative AI technology at scale, creating personalized customer experiences while achieving greater scalability and efficiency in its operations. One of the things we really like about AWSs approach to generative AI is choice.

Generative AI 68

Generative AI Artificial Inteligence AWS Machine Learning 68

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 111

Generative AI Video Engineering Artificial Inteligence 111