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

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

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.

Artificial Inteligence 95

Artificial Inteligence Microservices Generative AI AWS 95

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

CIO

APRIL 16, 2025

Many are using a profusion of point siloed tools to manage performance, adding to complexity by making humans the principal integration point. Traditional IT performance monitoring technology has failed to keep pace with growing infrastructure complexity. Artificial intelligence has contributed to complexity.

Artificial Inteligence 88

Artificial Inteligence Artificial Intelligence Analysis Banking 88

AWS Machine Learning - AI

DECEMBER 2, 2024

For generative AI models requiring multiple instances to handle high-throughput inference requests, this added significant overhead to the total scaling time, potentially impacting application performance during traffic spikes. 70B model showed significant and consistent improvements in end-to-end (E2E) scaling times.

Generative AI 93

Generative AI Artificial Inteligence Machine Learning AWS 93

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

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 108

Case Study Artificial Inteligence Study Generative AI 108

John Snow Labs

NOVEMBER 8, 2024

By examining JSL’s purpose-built models, including jsl_med_rag_v1 , jsl_meds_rag_q8_v1 , jsl_meds_q8_v3 , and jsl_medm_q8_v2 we demonstrate that even an 8-billion parameter model, when fine-tuned for clinical use, can deliver performance comparable to larger, general-purpose LLMs. The prompt is fed into the LLM.

Artificial Inteligence 52

Artificial Inteligence Healthcare Case Study Comparison 52

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. To improve performance and efficiency, Yuewen Group transitioned to Anthropics Claude 3.5 Sonnet on Amazon Bedrock.

Artificial Inteligence 64

Artificial Inteligence Groups Applications Innovation 64

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

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 Artificial Inteligence Machine Learning Infrastructure 167

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 104

Artificial Inteligence Generative AI Travel AWS 104

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 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. We will also talk about performance tuning the inference graph.

Artificial Inteligence 92

Artificial Inteligence AWS Artificial Intelligence Generative AI 92

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

DECEMBER 20, 2024

Invest in core functions that perform data curation such as modeling important relationships, cleansing raw data, and curating key dimensions and measures. AI and machine learning models. According to data platform Acceldata , there are three core principles of data architecture: Scalability.

Architecture 183

Architecture Data Fractional CTO Technical Review 183

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. Access to your selected models hosted on Amazon Bedrock.

Scalability 114

Scalability Lambda Generative AI AWS 114

AWS Machine Learning - AI

OCTOBER 16, 2024

For some content, additional screening is performed to generate subtitles and captions. 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.

Media 111

Media Video Artificial Inteligence Generative AI 111

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 115

Generative AI AWS Artificial Inteligence Applications 115

CIO

NOVEMBER 21, 2024

Structured frameworks such as the Stakeholder Value Model provide a method for evaluating how IT projects impact different stakeholders, while tools like the Business Model Canvas help map out how technology investments enhance value propositions, streamline operations, and improve financial performance.

Strategy 183

Strategy Technical Advisors Agile Culture 183

AWS Machine Learning - AI

DECEMBER 11, 2024

EBSCOlearning, a leader in the realm of online learning, recognized this need and embarked on an ambitious journey to transform their assessment creation process using cutting-edge generative AI technology. The evaluation process includes three phases: LLM-based guideline evaluation, rule-based checks, and a final evaluation.

Generative AI 78

Generative AI Artificial Inteligence Guidelines Education 78

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

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 88

Artificial Inteligence AWS Machine Learning Load Balancer 88

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

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

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). Why LoRAX for LoRA deployment on AWS?

Artificial Inteligence 83

Artificial Inteligence Generative AI AWS Storage 83

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

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. It ultimately increases the performance and versatility. What are LLMs?

Artificial Inteligence 52

Artificial Inteligence Generative AI Training Architecture 52

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. Along with rivals Nvidia and Intel , AMD and its venture arm have been active investors in startup funding deals this year for AI-related companies.

Artificial Inteligence 104

Artificial Inteligence Cloud Journal Fintech 104

CIO

APRIL 15, 2025

During his one hour forty minute-keynote, Thomas Kurian, CEO of Google Cloud showcased updates around most of the companys offerings, including new large language models (LLMs) , a new AI accelerator chip, new open source frameworks around agents, and updates to its data analytics, databases, and productivity tools and services among others.

Cloud 139

Cloud Innovation Artificial Inteligence Google Cloud 139

CIO

APRIL 16, 2025

enterprise architects ensure systems are performing at their best, with mechanisms (e.g. to identify opportunities for optimizations that reduce cost, improve efficiency and ensure scalability. They need to ensure that AI systems are scalable, secure and aligned with business goals.

Technical Review 172

Technical Review Enterprise Strategy Innovation 172

CIO

JANUARY 5, 2025

According to PwC, organizations can experience incremental value at scale through AI, with 20% to 30% gains in productivity, speed to market, and revenue, on top of big leaps such as new business models. [2] AI in action The benefits of this approach are clear to see.

Enterprise 187

Enterprise Generative AI Weak Development Team Technical Review 187

Netflix Tech

MARCH 28, 2025

By Ko-Jen Hsiao , Yesu Feng and Sudarshan Lamkhede Motivation Netflixs personalized recommender system is a complex system, boasting a variety of specialized machine learned models each catering to distinct needs including Continue Watching and Todays Top Picks for You. Refer to our recent overview for more details).

Artificial Inteligence 80

Artificial Inteligence Systems Review Training Windows 80

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 105

Generative AI Video Engineering Artificial Inteligence 105

Xebia

FEBRUARY 23, 2025

The first agents to emerge are expected to perform small, structured internal tasks with some degree of fault-tolerance, such as helping to change passwords on IT systems or book vacation time on HR platforms. The real challenge in 2025 is using AI effectively and responsibly, which is where LLMOps (LLM Operations) comes in.

Trends 130

Trends Data Artificial Inteligence Weak Development Team 130

InnovationM

APRIL 15, 2025

At InnovationM, we are constantly searching for tools and technologies that can drive the performance and scalability of our AI-driven products. Recently, we made progress with vLLM, a high-performance model inference engine designed to deploy Large Language Models (LLMs) more efficiently.

Artificial Inteligence 59

Artificial Inteligence Performance Training Scalability 59