Operations | Monitoring | ITSM | DevOps | Cloud

Generative AI for Knowledge Management: Pros, Cons and Best Practices

Interest in generative AI has skyrocketed since the release of tools like ChatGPT, Google Gemini, Microsoft Copilot and others. Along with the hype comes concerns about privacy, personal identifiable information (PII), security and accuracy. Organizations are treading cautiously with generative AI tools despite seeing them as a game changer. Many seek the “sweet spot” – enabling benefits right now while identifying more strategic future uses, all without compromising security.

Decoding AI: Real Threats and Misconceptions

Artificial Intelligence (AI) is more than just a trending topic; it's a groundbreaking innovation that fundamentally changes industries and society. According to a report by PwC, AI could contribute up to $15.7 trillion to the global economy by 2030, making it one of the most significant technological advancements of our time. One of the practical applications of AI that has gained traction is the use of AI prompts in creative and educational contexts.

Harnessing AI for Cybersecurity: Beating AI Attackers at Their Own Game

In the rapidly evolving landscape of cybersecurity, AI-powered attackers are becoming increasingly sophisticated. To counter these threats, organizations must adopt advanced security technologies that leverage AI technology as part of a multi-layered approach to security.

Six key capabilities of an AIOps platform

Unplanned downtime can cost large enterprises almost $1.5 million per hour, according to a recent survey by Enterprise Management Associates. AIOps offers a solution. With an effective AIOps platform in place, you can decrease the frequency and cost of outages by 30% and reduce their duration to under an hour. AIOps platforms apply AI and machine learning to complex IT data to enhance and automate IT operations.

Aiven workshop: Preparing and Using Data for AI with LangChain and OpenSearch

In this workshop we’ll work together to generate embeddings for podcast transcriptions and load that data into OpenSearch. Then we’ll search the documents using similarity search and use those results to improve our responses from an LLM (Large Language Model). Along the way we’ll explain the Retrieval Augmented Generation (RAG) pattern and show how it’s possible to try different LLMs without having to completely rewrite your code.

Taloflow raises $1.3M to automate the soul-sucking software vendor selection process

Taloflow, a Y Combinator W21-batch company, has raised $1.3 million in funding. This investment comes from Wonder Ventures, First Check Ventures, and many notable founders, including the founders of PEER 1, Sacra, and Hootsuite, who share our vision for software vendor selection. Today also marks the launch of our collaborative AI notebook – two years in the making – which automates the research to evaluate tech vendor capabilities for any use case in dozens of B2B categories.

2024 SRE Report: AI is not replacing human intelligence anytime soon

Automation cast a shadow over the future of work for many years. Generative AI (GenAI) is now the latest innovation stealing all the headlines, fueling countless debates and fears about machines taking over human jobs. However, our 2024 SRE Report offers a perspective that challenges this notion.

How We Build Serverless AI with Civo and Deep Green with Matt Butcher & Chris Matteson

Join Matt Butcher and Chris Matteson from @fermyontech as hey explore how serverless AI is built using Civo and Deep Green. They discuss optimizing GPU usage, the advantages of WebAssembly, and demonstrate a practical application for sentiment analysis. Discover how Deep Green's sustainable technology is making a difference in AI performance and efficiency.
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AI engineering for AI Error Resolution

Smart engineering teams are working out how to use Large Language Models (LLMs) to solve real business problems. At Raygun, we're no exception, and we're committing our time and effort to developing AI software applications that bring value to our customers. Our first AI-powered release is AI Error Resolution (AIER), a novel Crash Reporting feature that takes debugging with ChatGPT to the next level. We know that LLMs have already dramatically increased software engineers' productivity.

Generative AI: A Boon with Hidden Burdens for IT

The landscape of artificial intelligence has undergone a seismic shift in recent times. The rise of Generative AI (GenAI) tools like ChatGPT has sparked a revolution, with applications blossoming across various industries. According to recent estimates, 54% of companies had integrated GenAI into their business processes by November 2023. This level of adoption is remarkable, given the nascent stage of these technologies.