CIO

APRIL 16, 2025

Observer-optimiser: Continuous monitoring, review and refinement is essential. enterprise architects ensure systems are performing at their best, with mechanisms (e.g. They ensure that all systems and components, wherever they are and who owns them, work together harmoniously.

Technical Review 107

Technical Review Enterprise Strategy Innovation 107

CIO

AUGUST 11, 2023

Natural language processing definition Natural language processing (NLP) is the branch of artificial intelligence (AI) that deals with training computers to understand, process, and generate language. While the term originally referred to a system’s ability to read, it’s since become a colloquialism for all computational linguistics.

Artificial Inteligence 213

Artificial Inteligence Technical Review Artificial Intelligence Systems Review 213

Capgemini

MARCH 25, 2025

The next industrial revolution – Multi-agent systems and small Gen AI models are transforming factories Jonathan Aston Jan 23, 2025 Facebook Linkedin Factories are transforming and becoming smarter through the introduction of powerful multi-agent AI systems.

Systems Review 52

Systems Review Industry System Artificial Inteligence 52

CIO

APRIL 15, 2022

MIT Technology Review has chronicled a number of failures, most of which stem from errors in the way the tools were trained or tested. A similar example includes an algorithm trained with a data set that included scans of the chests of healthy children. Dataset trained Microsoft chatbot to spew racist tweets.

Analytics 218

Analytics Artificial Inteligence Machine Learning Systems Review 218

AWS Machine Learning - AI

NOVEMBER 6, 2024

These powerful models, trained on vast amounts of data, can generate human-like text, answer questions, and even engage in creative writing tasks. However, training and deploying such models from scratch is a complex and resource-intensive process, often requiring specialized expertise and significant computational resources.

Software Review 101

Software Review Artificial Inteligence Generative AI AWS 101

Xebia

AUGUST 9, 2023

With the industry moving towards end-to-end ML teams to enable them to implement MLOPs practices, it is paramount to look past the model and view the entire system around your machine learning model. The classic article on Hidden Technical Debt in Machine Learning Systems explains how small the model is compared to the system it operates in.

System Design 130

System Design Systems Review System Artificial Inteligence 130

TechCrunch

JANUARY 21, 2022

One such technology proved an especially vital addition to businesses that had to quickly implement tools to meet customer service and training needs while maintaining essential safety protocols. Workflow reviews. Be prepared to review your workflows in any area where you’re planning to incorporate remote visual assistance software.

Technical Review 236

Technical Review Software Review Software Telecommunications 236

O'Reilly Media - Data

DECEMBER 12, 2019

This article is meant to be a short, relatively technical primer on what model debugging is, what you should know about it, and the basics of how to debug models in practice. Model debugging is an emergent discipline focused on finding and fixing problems in ML systems. We’ll review methods for debugging below.

Artificial Inteligence 276

Artificial Inteligence Machine Learning Technical Review Analysis 276

TechCrunch

JULY 12, 2022

The enterprise is bullish on AI systems that can understand and generate text, known as language models. The models can also summarize content through a feature in Wordtune dubbed Wordtune Read, including snippets from articles, reports and PDF files. billion parameters (i.e., million. .

Artificial Inteligence 237

Artificial Inteligence Technical Review Systems Review Training 237

CIO

JANUARY 7, 2025

Investment in training and change management is critical to the success. The CoE in this phase has to proactively engage ALL stakeholders, making them aware of the change in the mode of operation and guiding the team through training, coffee chats, and CoE sessions during this period of transformation. First, the mean part.

Cloud 147

Cloud Strategy Architecture Policies 147

AWS Machine Learning - AI

APRIL 9, 2025

For example, consider a text summarization AI assistant intended for academic research and literature review. Some user queries might be relatively straightforward, simply asking the application to summarize the core ideas and conclusions from a short article. Such queries could be effectively handled by a simple, lower-cost model.

Artificial Inteligence 108

Artificial Inteligence Generative AI AWS Applications 108

Evolution4all

MARCH 2, 2019

Since the mid-1980s, Objectives and Key Results ( OKRs ) has been in use by many companies and that’s why in this article we will talk about OKR Guidelines. Examples of companies that are using this system are Amazon and Google. The system aids the acceleration of a company’s growth. OKRs must be time-boxed.

Guidelines 154

Guidelines Systems Review How To SCRUM 154

Xebia

JULY 19, 2023

Artificial Intelligence (AI) systems are becoming ubiquitous: from self-driving cars to risk assessments to large language models (LLMs). As we depend more on these systems, testing should be a top priority during deployment. This article explains where to start and what is required to avoid overdosing on chamomile to sleep at night.

Artificial Inteligence 130

Artificial Inteligence Systems Review System Testing 130

O'Reilly Media - Ideas

APRIL 1, 2025

Unlike other AI benchmarks, ARC-AGI-2 focuses on tasks that are easy for humans but difficult for AI systems. The price for an entry-level system will probably be around $3,000. Like the rest of the OLMo family, its completely open: source code, training data, evals, intermediate checkpoints, and training recipes.

Trends 97

Trends Open Source Software Review Malware 97

TechCrunch

MARCH 15, 2021

I describe its system as ‘knowledge process automation’ (KPA). The company itself defines this as a system that “mines unstructured data, operationalizes AI-powered insights, and automates results into real-time action for the enterprise.” argues that what it does is different. offers three core tools.

Artificial Inteligence 240

Artificial Inteligence Insurance Machine Learning Systems Review 240

OTS Solutions

JUNE 21, 2023

In this article, we will explore the importance of security and compliance in enterprise applications and offer guidelines, best practices, and key features to ensure their protection. Auditing and monitoring should include reviewing system logs, security policies, and access controls.

Compliance 246

Compliance Enterprise Applications Software Review 246

Luis Goncalves

DECEMBER 14, 2018

Due to the complex nature of organisations, employees often face challenges among the rapid changes they deal with every day. Key Result is a metric system where there is an initial and target value measuring progress towards an objective. Companies using OKRs system have more focus, alignment and transparency within the organisation.

Systems Review 188

Systems Review Metrics Strategy Culture 188

scruminc

JULY 23, 2021

Is Your Scrum Training Paying Off? Like any other upskilling or reskilling efforts, companies need a way to determine whether the Scrum training they bought provided the ‘bang for the buck’ they expected. . This seems simple enough – what did it cost to get everyone trained? . by Avi Schneier | July 23, 2021 | Blog.

SCRUM 98

SCRUM Training Metrics Agile 98

CIO

DECEMBER 20, 2022

As a leading provider of the EHR, Epic Systems (Epic) supports a growing number of hospital systems and integrated health networks striving for innovative delivery of mission-critical systems. The Electronic Health Record (EHR) is only becoming more critical in delivering patient care services and improving outcomes.

Healthcare 202

Healthcare Disaster Recovery Organization Artificial Inteligence 202

Successful Software

FEBRUARY 21, 2025

PerfectTablePlan v1 PerfectTablePlan v7 I have released several other products since then, and done some training and consulting, but PerfectTablePlan remains my most successful product. It’s success is due to a lot of hard work, and a certain amount of dumb luck. It is about 145,000 lines of C++.

Software Review 130

Software Review Software Windows Systems Review 130

CIO

AUGUST 6, 2024

As organizations increasingly rely on cloud-based services and cybersecurity solutions to protect their digital assets, the incident serves as a stark reminder of the vulnerabilities inherent in even the most robust systems. CIOs should plan accordingly by assessing business impacts, focusing on the most critical systems.

Technical Review 167

Technical Review CTO Coach Systems Review Disaster Recovery 167

O'Reilly Media - Ideas

JANUARY 19, 2021

Difficult questions about compliance and legality often pour cold water on late-stage AI deployments as well, because data scientists rarely get attorneys or oversight personnel involved in the build-stages of AI systems. This article poses seven legal questions that data scientists should address before they deploy AI.

Technical Review 145

Technical Review Artificial Inteligence Systems Review Data 145

CIO

NOVEMBER 15, 2023

Copilot for Service is intended to help agents in contact centers, ingesting customer information and knowledgebase articles and integrating with Teams, Outlook, and third-party systems, including Salesforce, ServiceNow, and Zendesk. These will offer more memory per GPU to improve data processing efficiency.

Azure 203

Azure Generative AI Artificial Inteligence ChatGPT 203

Perficient

DECEMBER 31, 2024

Unlike traditional AI systems that primarily analyze and react to existing data, Generative AI empowers machines to generate original outputs, such as text, images, music, and even code. At the heart of many Generative AI systems lie Large Language Models (LLMs).

Generative AI 52

Generative AI Artificial Inteligence Software Review Systems Review 52

Firemon

FEBRUARY 3, 2025

Conducting regular risk assessments and employee training programs helps healthcare organizations proactively identify vulnerabilities and foster a culture of compliance, reducing the risk of data breaches. These fines range from $100 to $50,000 per violation, depending on the severity and whether the violation was due to willful neglect.

Security 52

Security Technical Review Compliance Systems Review 52

Apiumhub

MARCH 24, 2025

This article aims to shed light on the issue, exploring its implications and why it has become an increasingly pressing topic. In this article, we delve into this issue, exploring the factors that contribute to AI’s potential biases and examining whether we can truly rely on AI agents to provide accurate, unbiased information.

Artificial Inteligence 59

Artificial Inteligence ChatGPT How To Artificial Intelligence 59

Martin Fowler

NOVEMBER 14, 2017

Given this world, one of the big challenges I see for AI is that while we may have figured out Machine Learning in order to teach them to get answers, we haven't got systems that can do Machine Justification for their answers. MIT Technology Review looks at the broad topic of explainability for AI. Further Reading. Acknowledgements.

Artificial Inteligence 167

Artificial Inteligence Machine Learning Technical Review Artificial Intelligence 167

CIO

OCTOBER 10, 2023

In my most recent CIO.com article on nurturing high-performing teams , I made a comment that stirred some questions. First, we must commit our current managers and supervisors to a strong management training program. Daily impact Informal training and inquiry can be just as impactful. Are there systems we should be working on?

Weak Development Team 188

Weak Development Team Development Technical Review Systems Review 188

CIO

SEPTEMBER 17, 2024

In a typical environment where you have different layers of monitoring, you would expect alerts from the network management platform, the storage management system, the application management tool, and your database monitor. Yet all these failures come down to the same root cause – a failed switch connection.

Network 174

Network Enterprise Meeting Systems Review 174

TechCrunch

AUGUST 5, 2023

And Fast Company tested ChatGPT’s ability to summarize articles, finding it… quite bad. In addition, Kickstarter is mandating that new projects involving the development of AI tech detail info about the sources of training data the project owner intends to use. Asteroid spotted, ma’am.

Generative AI 246

Generative AI ChatGPT Video Artificial Inteligence 246

CIO

FEBRUARY 9, 2024

Establish a corporate use policy As I mentioned in an earlier article , a corporate use policy and associated training can help educate employees on some risks and pitfalls of the technology, and provide rules and recommendations to get the most out of the tech, and, therefore, the most business value without putting the organization at risk.

Technical Review 207

Technical Review Generative AI Weak Development Team Policies 207

Perficient

DECEMBER 31, 2024

This article explores the critical importance of clean data in AI applications and offers strategies for improving data governance in the B2B e-commerce sector. For instance, some entries might use “kg” while others use “kilograms,” confusing systems and causing inventory management and procurement errors.

B2B 52

B2B Data Technical Review Systems Review 52

Apiumhub

DECEMBER 9, 2024

Azure Synapse Analytics is Microsofts end-to-give-up information analytics platform that combines massive statistics and facts warehousing abilities, permitting advanced records processing, visualization, and system mastering. We may also review security advantages, key use instances, and high-quality practices to comply with.

Azure 91

Azure Analytics Storage Artificial Inteligence 91

CIO

JULY 22, 2024

According to a recent Skillable survey of over 1,000 IT professionals, it’s highly likely that your IT training isn’t translating into job performance. That’s a significant proportion of training budgets potentially being wasted on skills that aren’t making it to everyday work and productivity. Learning is failing IT.

Technical Review 166

Technical Review Performance Training Software Review 166

CIO

JULY 2, 2024

This article presents essential strategies for CIOs to strike the optimal balance among innovation, value, cost, and practicality in tech investments. This includes direct costs like purchase price and licensing fees, as well as direct costs such as training, maintenance, and opportunity costs associated with transition periods.

Technical Review 167

Technical Review Innovation Technology Systems Review 167

CIO

SEPTEMBER 29, 2023

TensorFlow Developed by Google as an open-source machine learning framework, TensorFlow is most used to build and train machine learning models and neural networks. Lauded features include dynamic computation graphics, a Python foundation, and automatic differentiation for creating and training deep neural networks.

Generative AI 214

Generative AI Artificial Inteligence Machine Learning ChatGPT 214

TechCrunch

MAY 31, 2022

Our neural network model has been trained on tens of thousands of depressed voices. A 2017 article published in the SSM Population Health Journal cites a 1999 study that found two-thirds of depression cases in the U.S. After a patient grants permission, the clinician can get immediate feedback based on the score. go undiagnosed.

Journal 212

Journal Technical Review Artificial Inteligence Software Review 212