O'Reilly Media - Data

JUNE 5, 2018

Why model development does not equal software development. Artificial intelligence is still in its infancy. Today, just 15% of enterprises are using machine learning, but double that number already have it on their roadmaps for the upcoming year. Models degrade in accuracy as soon as they are put in production.

Artificial Inteligence 239

Artificial Inteligence Machine Learning Software Review Weak Development Team 239

CIO

DECEMBER 20, 2024

Its an offshoot of enterprise architecture that comprises the models, policies, rules, and standards that govern the collection, storage, arrangement, integration, and use of data in organizations. AI and machine learning models. AI and ML are used to automate systems for tasks such as data collection and labeling.

Architecture 183

Architecture Data Fractional CTO Technical Review 183

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

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. Choose Next.

Case Study 92

Case Study Artificial Inteligence Study Generative AI 92

CIO

JANUARY 5, 2025

Research from Gartner, for example, shows that approximately 30% of generative AI (GenAI) will not make it past the proof-of-concept phase by the end of 2025, due to factors including poor data quality, inadequate risk controls, and escalating costs. [1] AI in action The benefits of this approach are clear to see.

Enterprise 187

Enterprise Generative AI Weak Development Team Technical Review 187

AWS Machine Learning - AI

OCTOBER 16, 2024

This post shows how DPG Media introduced AI-powered processes using Amazon Bedrock and Amazon Transcribe into its video publication pipelines in just 4 weeks, as an evolution towards more automated annotation systems. The following were some initial challenges in automation: Language diversity – The services host both Dutch and English shows.

Media 103

Media Video Artificial Inteligence Generative AI 103

AWS Machine Learning - AI

MARCH 5, 2025

These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques. To learn more about FMEval, see Evaluate large language models for quality and responsibility of LLMs.

Generative AI 73

Generative AI Systems Review Artificial Inteligence Software Review 73

AWS Machine Learning - AI

DECEMBER 11, 2024

Enter AI: A promising solution Recognizing the potential of AI to address this challenge, EBSCOlearning partnered with the GenAIIC to develop an AI-powered question generation system. The evaluation process includes three phases: LLM-based guideline evaluation, rule-based checks, and a final evaluation. Sonnet in Amazon Bedrock.

Generative AI 73

Generative AI Artificial Inteligence Guidelines Education 73

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. Choose Submit. This automatically deletes the deployed stack.

Scalability 105

Scalability Lambda Generative AI AWS 105

CIO

NOVEMBER 7, 2024

We believe this will help us accelerate our growth and simplify the way we work, so that we’re running Freshworks in a way that’s efficient and scalable.” We shifted a number of technical resources in Q3 to further invest in the EX business as part of this strategic review process.

Technical Review 174

Technical Review Systems Review Scalability Programming 174

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

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.

Artificial Inteligence 71

Artificial Inteligence Systems Review Training Windows 71

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.

Artificial Inteligence 52

Artificial Inteligence Generative AI Training Architecture 52

Palo Alto Networks

APRIL 2, 2024

Artificial intelligence (AI) plays a crucial role in both defending against and perpetrating cyberattacks, influencing the effectiveness of security measures and the evolving nature of threats in the digital landscape. A large language model (LLM) is a state-of-the-art AI system, capable of understanding and generating human-like text.

Artificial Inteligence 87

Artificial Inteligence Weak Development Team Artificial Intelligence Technical Advisors 87

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. Ensuring that AI systems are transparent, accountable, and aligned with national laws is a key priority.

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117

Exadel

JULY 6, 2022

Sophisticated, intelligent security systems and streamlined customer services are keys to business success. The banking landscape is constantly changing, and the application of machine learning in banking is arguably still in its early stages. Machine Learning in Banking Statistics.

Artificial Inteligence 140

Artificial Inteligence Machine Learning Banking Fintech 140

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

AWS Machine Learning - AI

MARCH 7, 2025

Verisk has a governance council that reviews generative AI solutions to make sure that they meet Verisks standards of security, compliance, and data use. Verisk also has a legal review for IP protection and compliance within their contracts. This enables Verisks customers to cut the change adoption time from days to minutes.

Generative AI 76

Generative AI Technical Review Insurance Policies 76

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. As Michael Dell predicts , “Building systems that are built for AI first is really inevitable.”

Artificial Inteligence 217

Artificial Inteligence Technical Review Artificial Intelligence Technology 217

AWS Machine Learning - AI

MARCH 27, 2025

Instead, the system dynamically routes traffic across multiple Regions, maintaining optimal resource utilization and performance. In contrast, the fulfillment Region is the Region that actually services the large language model (LLM) invocation request. Review the configuration and choose Enable control.

Artificial Inteligence 96

Artificial Inteligence AWS Technical Review Policies 96

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

Palo Alto Networks

DECEMBER 24, 2024

While 74% of OT attacks originate from IT, with ransomware being the top concern, AI is accelerating the sophistication, scalability and speed of these threats. At the same time, AIs capabilities are being exploited by cyber adversaries to execute faster, more sophisticated and highly scalable attacks.

Artificial Inteligence 105

Artificial Inteligence Systems Review Technical Review Survey 105

CIO

FEBRUARY 18, 2025

But in many cases, the prospect of migrating to modern cloud native, open source languages 1 seems even worse. Artificial intelligence (AI) tools have emerged to help, but many businesses fear they will expose their intellectual property, hallucinate errors or fail on large codebases because of their prompt limits.

Software Review 78

Software Review Artificial Inteligence Government Data 78

AWS Machine Learning - AI

NOVEMBER 15, 2024

Amazon Q Business is a generative AI-powered assistant that can answer questions, provide summaries, generate content, and securely complete tasks based on data and information in your enterprise systems. This allowed fine-tuned management of user access to content and systems.

Generative AI 111

Generative AI AWS Groups Artificial Inteligence 111

CIO

JULY 2, 2024

Yet there’s now another, cutting-edge tool that can significantly spur both team productivity and innovation: artificial intelligence. Provide more context to alerts Receiving an error text message that states nothing more than, “something went wrong,” typically requires IT staff members to review logs and identify the issue.

Artificial Inteligence 215

Artificial Inteligence Software Review Technical Advisors Technical Review 215

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

Luis Goncalves

APRIL 11, 2025

While launching a startup is difficult, successfully scaling requires an entirely different skillset, strategy framework, and operational systems. This isn’t merely about hiring more salespeopleit’s about creating scalable systems efficiently converting prospects into customers. Keep all three in mind while scaling.

Weak Development Team 130

Weak Development Team Technical Review Sustainability Systems Review 130

AWS Machine Learning - AI

MAY 17, 2024

Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. Like all AI, generative AI works by using machine learning models—very large models that are pretrained on vast amounts of data called foundation models (FMs).

Generative AI 124

Generative AI Artificial Inteligence Systems Review Software Review 124

CIO

DECEMBER 1, 2023

We will pick the optimal LLM. We’ll take the optimal model to answer the question that the customer asks.” Soon after, LexisNexis IT leaders approached the board of directors to request several hundred million dollars to replace all that infrastructure with XML-based open systems, Reihl says. We use AWS and Azure.

Generative AI 193

Generative AI Artificial Inteligence ChatGPT Azure 193

AWS Machine Learning - AI

MARCH 20, 2025

Companies of all sizes face mounting pressure to operate efficiently as they manage growing volumes of data, systems, and customer interactions. The chat agent bridges complex information systems and user-friendly communication. Update the due date for a JIRA ticket. Review and choose Create project to confirm.

Generative AI 93

Generative AI Systems Review System Lambda 93

CIO

FEBRUARY 4, 2025

This surge is driven by the rapid expansion of cloud computing and artificial intelligence, both of which are reshaping industries and enabling unprecedented scalability and innovation. Capital One built Cloud Custodian initially to address the issue of dev/test systems left running with little utilization.

Sustainability 156

Sustainability Technical Review Architecture Fractional CTO 156

AWS Machine Learning - AI

APRIL 24, 2024

To increase training samples for better learning, we also used another LLM to generate feedback scores. We present the reinforcement learning process and the benchmarking results to demonstrate the LLM performance improvement. Other users provided scores and explained how they justify the LLM answers in their notes.

Artificial Inteligence 120

Artificial Inteligence Engineering Performance Construction 120

AWS Machine Learning - AI

MARCH 20, 2025

Traditionally, transforming raw data into actionable intelligence has demanded significant engineering effort. It often requires managing multiple machine learning (ML) models, designing complex workflows, and integrating diverse data sources into production-ready formats.

Data 97

Data Generative AI Artificial Inteligence Compliance 97

CIO

JANUARY 1, 2025

You have to make decisions on your systems as early as possible, and not go down the route of paralysis by analysis, he says. Koletzki would use the move to upgrade the IT environment from a small data room to something more scalable. A GECAS Oracle ERP system was upgraded and now runs in Azure, managed by a third-party Oracle partner.

Strategy 152

Strategy Azure Technical Review Systems Review 152

Palo Alto Networks

OCTOBER 22, 2024

Organizations must understand that cloud security requires a different mindset and approach compared to traditional, on-premises security because cloud environments are fundamentally different in their architecture, scalability and shared responsibility model. Q explains: That's the user of the cloud…that's your responsibility.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

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 98

Generative AI AWS Artificial Inteligence Enterprise 98

CIO

DECEMBER 21, 2023

Quality and volume of data, scalability of solution, and ability to process inference effectively are key aspects to enable efficient AI solutions. The quality and volume of data that an AI system has access to greatly enhances its ability to detect and respond to potential threats while reducing false positives and false negatives.

Artificial Inteligence 158

Artificial Inteligence Generative AI Artificial Intelligence Scalability 158