AWS Machine Learning - AI

FEBRUARY 26, 2024

Large Language Models (LLMs) have revolutionized the field of natural language processing (NLP), improving tasks such as language translation, text summarization, and sentiment analysis. Monitoring the performance and behavior of LLMs is a critical task for ensuring their safety and effectiveness.

Artificial Inteligence 123

Artificial Inteligence AWS Lambda Metrics 123

CIO

JANUARY 5, 2025

These narrow approaches also exacerbate data quality issues, as discrepancies in data format, consistency, and storage arise across disconnected teams, reducing the accuracy and reliability of AI outputs. Reliability and security is paramount. Without the necessary guardrails and governance, AI can be harmful.

Enterprise 187

Enterprise Generative AI Weak Development Team Technical Review 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 97

Artificial Inteligence Generative AI Travel AWS 97

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 100

Case Study Artificial Inteligence Study Generative AI 100

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

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 77

Artificial Inteligence Generative AI AWS Storage 77

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 106

Scalability Lambda Generative AI AWS 106

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

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

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 98

Generative AI Video Engineering Artificial Inteligence 98

CIO

MARCH 31, 2025

Sovereign AI refers to a national or regional effort to develop and control artificial intelligence (AI) systems, independent of the large non-EU foreign private tech platforms that currently dominate the field. Talent shortages AI development requires specialized knowledge in machine learning, data science, and engineering.

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117

Xebia

FEBRUARY 23, 2025

Data governance is rapidly rising on the priority lists of large companies that want to work with AI in a data-driven manner. In many companies, data is spread across different storage locations and platforms, thus, ensuring effective connections and governance is crucial. Poor data quality automatically results in poor decisions.

Trends 130

Trends Data Artificial Inteligence Weak Development Team 130

CIO

JULY 11, 2024

As enterprises begin to deploy and use AI, many realize they’ll need access to massive computing power and fast networking capabilities, but storage needs may be overlooked. In that case, Duos needs super-fast storage that works alongside its AI computing units. “If If you have a broken wheel, you want to know right now,” he says. “We

Storage 195

Storage Cloud Enterprise Training 195

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 121

Biotech Energy Artificial Inteligence Artificial Intelligence 121

Cloudera

NOVEMBER 1, 2023

And so we are thrilled to introduce our latest applied ML prototype (AMP) — a large language model (LLM) chatbot customized with website data using Meta’s Llama2 LLM and Pinecone’s vector database. We invite you to explore the improved functionalities of this latest AMP.

Artificial Inteligence 110

Artificial Inteligence Machine Learning Knowledge Base Architecture 110

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 81

Artificial Inteligence AWS Machine Learning Load Balancer 81

Xebia

DECEMBER 23, 2024

Scalability and Flexibility: The Double-Edged Sword of Pay-As-You-Go Models Pay-as-you-go pricing models are a game-changer for businesses. In these scenarios, the very scalability that makes pay-as-you-go models attractive can undermine an organization’s return on investment.

Data 130

Data Storage Culture Resources 130

Xebia

DECEMBER 23, 2024

Scalability and Flexibility: The Double-Edged Sword of Pay-As-You-Go Models Pay-as-you-go pricing models are a game-changer for businesses. In these scenarios, the very scalability that makes pay-as-you-go models attractive can undermine an organization’s return on investment.

Data 130

Data Storage Culture Resources 130

CIO

JUNE 23, 2023

Artificial intelligence (AI) is the analytics vehicle that extracts data’s tremendous value and translates it into actionable, usable insights. In my role at Dell Technologies, I strive to help organizations advance the use of data, especially unstructured data, by democratizing the at-scale deployment of artificial intelligence (AI).

Storage 148

Storage Data Artificial Inteligence Artificial Intelligence 148

TechCrunch

SEPTEMBER 27, 2021

As more enterprises migrate to cloud-based architectures, they are also taking on more applications (because they can) and, as a result of that, more complex workloads and storage needs. Machine learning and other artificial intelligence applications add even more complexity. ” .

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Artificial Inteligence Applications Cloud Artificial Intelligence 246

CIO

DECEMBER 5, 2024

Consolidating data and improving accessibility through tenanted access controls can typically deliver a 25-30% reduction in data storage expenses while driving more informed decisions. The ideal solution should be scalable and flexible, capable of evolving alongside your organization’s needs.

Enterprise 159

Enterprise Data Insurance Business Intelligence 159

AWS Machine Learning - AI

JULY 24, 2024

Large language models (LLMs) have achieved remarkable success in various natural language processing (NLP) tasks, but they may not always generalize well to specific domains or tasks. You may need to customize an LLM to adapt to your unique use case, improving its performance on your specific dataset or task.

Artificial Inteligence 116

Artificial Inteligence Generative AI Training AWS 116

Apiumhub

DECEMBER 9, 2024

Azure Key Vault Secrets offers a centralized and secure storage alternative for API keys, passwords, certificates, and other sensitive statistics. Azure Key Vault is a cloud service that provides secure storage and access to confidential information such as passwords, API keys, and connection strings. What is Azure Key Vault Secret?

Azure 91

Azure Analytics Storage Machine Learning 91

O'Reilly Media - Data

FEBRUARY 28, 2018

Training scalability. Scalability difference is significant. Naturally, this advantage becomes more substantial as the data size grows, or as the complexity of the pipeline (more naturl language processing (NLP) stages, adding machine learning (ML) or deep learning (DL) stages) grows. Scalability.

Scalability 215

Scalability Performance Comparison Training 215

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. Unless you analyze it, all this useful information can get lost in storage, often leading to lost revenue opportunities or high operational costs.

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Artificial Inteligence Data Generative AI Innovation 78

AWS Machine Learning - AI

JANUARY 29, 2025

Their DeepSeek-R1 models represent a family of large language models (LLMs) designed to handle a wide range of tasks, from code generation to general reasoning, while maintaining competitive performance and efficiency. For more information, see Create a service role for model import. for the month.

Generative AI 116

Generative AI Artificial Inteligence AWS Serverless 116

AWS Machine Learning - AI

NOVEMBER 7, 2024

You can also bring your own customized models and deploy them to Amazon Bedrock for supported architectures. Prompt catalog – Crafting effective prompts is important for guiding large language models (LLMs) to generate the desired outputs. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 99

Generative AI AWS Enterprise Artificial Inteligence 99

CIO

OCTOBER 3, 2024

Rather than pull away from big iron in the AI era, Big Blue is leaning into it, with plans in 2025 to release its next-generation Z mainframe , with a Telum II processor and Spyre AI Accelerator Card, positioned to run large language models (LLMs) and machine learning models for fraud detection and other use cases.

Artificial Inteligence 210

Artificial Inteligence Generative AI Machine Learning Enterprise 210

CIO

AUGUST 9, 2023

In generative AI, data is the fuel, storage is the fuel tank and compute is the engine. Organizations need massive amounts of data to build and train generative AI models. In turn, these models will also generate reams of data that elevate organizational insights and productivity.

Generative AI 148

Generative AI Storage Scalability Technical Review 148

CIO

JANUARY 7, 2025

In todays fast-paced digital landscape, the cloud has emerged as a cornerstone of modern business infrastructure, offering unparalleled scalability, agility, and cost-efficiency. As organizations increasingly migrate to the cloud, however, CIOs face the daunting challenge of navigating a complex and rapidly evolving cloud ecosystem.

Cloud 147

Cloud Strategy Architecture Policies 147

Netflix Tech

FEBRUARY 13, 2023

We have been leveraging machine learning (ML) models to personalize artwork and to help our creatives create promotional content efficiently. Media Feature Storage: Amber Storage Media feature computation tends to be expensive and time-consuming. Why should members care about any particular show that we recommend?

Machine Learning 119

Machine Learning Artificial Inteligence Media Video 119

CIO

JANUARY 20, 2023

Many companies have been experimenting with advanced analytics and artificial intelligence (AI) to fill this need. 2] Foundational considerations include compute power, memory architecture as well as data processing, storage, and security. Now, they must turn their proof of concept into a return on investment.

Analytics 205

Analytics Artificial Inteligence Artificial Intelligence Hardware 205

AWS Machine Learning - AI

MARCH 11, 2025

DeepSeek-R1 is a large language model (LLM) developed by DeepSeek AI that uses reinforcement learning to enhance reasoning capabilities through a multi-stage training process from a DeepSeek-V3-Base foundation. See the following GitHub repo for more deployment examples using TGI, TensorRT-LLM, and Neuron.

Artificial Inteligence 67

Artificial Inteligence AWS Generative AI Metrics 67

AWS Machine Learning - AI

MARCH 4, 2025

We demonstrate how to harness the power of LLMs to build an intelligent, scalable system that analyzes architecture documents and generates insightful recommendations based on AWS Well-Architected best practices. This scalability allows for more frequent and comprehensive reviews.

Generative AI 92

Generative AI Technical Review Software Review Systems Review 92

TechCrunch

MAY 3, 2023

That approach doesn’t work anymore in the age of large language models (LLMs) because the number of assets is growing too quickly (in part because so much of it is machine-generated) and because the overall AI landscape is changing so quickly, standard access controls aren’t able to capture these changes quickly enough.

Government 174

Government Artificial Inteligence Data CTO Coach 174

CIO

JUNE 11, 2024

Once perceived as an abstract concept, Artificial Intelligence (AI) and generative AI (genAI) have become more normalized as organizations look at ways to implement them into their tech stack.

Artificial Inteligence 148

Artificial Inteligence Technical Review eBook Artificial Intelligence 148

AWS Machine Learning - AI

NOVEMBER 15, 2024

The flexible, scalable nature of AWS services makes it straightforward to continually refine the platform through improvements to the machine learning models and addition of new features. All AWS services are high-performing, secure, scalable, and purpose-built. 2024, Principal Financial Services, Inc.

Generative AI 111

Generative AI AWS Groups Artificial Inteligence 111