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Generative AI: Ushering a New Era in Knowledge Work Automation

Unite.AI

Traditionally, automation technologies have focused on data management tasks such as collecting and processing data. However, the rise of generative AI, with its inherent natural language capabilities, suggests that the focus of automation could shift dramatically.

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Continual Learning: Methods and Application

The MLOps Blog

TL;DR: In many machine-learning projects, the model has to frequently be retrained to adapt to changing data or to personalize it. Continual learning is a set of approaches to train machine learning models incrementally, using data samples only once as they arrive. What is continual learning?

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The five key benefits of AIOps and automation

IBM Journey to AI blog

natural language processing and machine learning models) to automate and streamline operational workflows. In this blog post, we will examine traditional IT operation problems through the lens of data-driven automation and the benefits of AIOps. It is the application of artificial intelligence (AI) capabilities (e.g.,

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Josh Tobin of Gantry on Continual Learning Benefits and Challenges

ODSC - Open Data Science

Recently, we spoke with Josh Tobin, CEO & Founder of Gantry, about the concept of continual learning and how allowing models to learn & evolve with a continuous flow of data while retaining previously-learned knowledge can allow models to adapt and scale. What is continual learning?

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The Future of Cybersecurity: AI, Automation, and the Human Factor

Unite.AI

Protecting digital assets requires harnessing the power of AI and automation while ensuring skilled human analysts remain integral to the security posture. Leveraging AI and Automation Deploying AI and machine learning (ML) models tailored to each of these attack classes is critical for proactive threat detection and prevention.

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Microsoft Releases RD-Agent: An Open-Source AI Tool Designed to Automate and Optimize Research and Development Processes

Marktechpost

Microsoft’s release of RD-Agent marks a milestone in the automation of research and development (R&D) processes, particularly in data-driven industries. By automating these critical processes, RD-Agent allows companies to maximize their productivity while enhancing the quality and speed of innovations.

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Pascal Bornet, Author of IRREPLACEABLE & Intelligent Automation – Interview Series

Unite.AI

Pascal Bornet is a pioneer in Intelligent Automation (IA) and the author of the best-seller book “ Intelligent Automation.” He is regularly ranked as one of the top 10 global experts in Artificial Intelligence and Automation. It's true that the specter of job losses due to AI automation is a real fear for many.