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

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

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

Xebia

APRIL 16, 2025

Understanding the Value Proposition of LLMs Large Language Models (LLMs) have quickly become a powerful tool for businesses, but their true impact depends on how they are implemented. The key is determining where LLMs provide value without sacrificing business-critical quality.

Artificial Inteligence 130

Artificial Inteligence Systems Review How To eCommerce 130

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

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

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

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 Government Generative AI 194

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 76

Artificial Inteligence Training AWS Machine Learning 76

AWS Machine Learning - AI

DECEMBER 4, 2024

Organizations can use these models securely, and for models that are compatible with the Amazon Bedrock Converse API, you can use the robust toolkit of Amazon Bedrock, including Amazon Bedrock Agents , Amazon Bedrock Knowledge Bases , Amazon Bedrock Guardrails , and Amazon Bedrock Flows. You can find him on LinkedIn.

Artificial Inteligence 101

Artificial Inteligence Microservices Generative AI AWS 101

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

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

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

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

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

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

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

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 99

Artificial Inteligence AWS Artificial Intelligence Generative AI 99

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 62

Artificial Inteligence Open Source AWS Serverless 62

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

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 109

Artificial Inteligence Generative AI Travel AWS 109

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.

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Artificial Inteligence Groups Applications Innovation 65

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 83

Generative AI Artificial Inteligence Guidelines Education 83

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 121

Scalability Lambda Generative AI AWS 121

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

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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

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 121

Data Center Artificial Inteligence Data Energy 121

CIO

FEBRUARY 25, 2025

CIOs who bring real credibility to the conversation understand that AI is an output of a well architected, well managed, scalable set of data platforms, an operating model, and a governance model. CIOs have shared that in every meeting, people are enamored with AI and gen AI.

Technical Review 190

Technical Review Artificial Inteligence How To Recruiting 190

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 115

Media Video Artificial Inteligence Generative AI 115

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

Artificial Inteligence 97

Artificial Inteligence Insurance Generative AI Artificial Intelligence 97

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 89

Artificial Inteligence Generative AI AWS Storage 89

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

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.

Artificial Inteligence 255

Artificial Inteligence Company ChatGPT Generative AI 255

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 Intelligence Artificial Inteligence Policies 183

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 Machine Learning Artificial Inteligence Infrastructure 167