Genpact Unveils Operating Playbook for Scaling Responsible Generative AI Projects

Genpact announced an industry-first playbook: FMOps – The Generative AI Imperative for Production. The playbook, which focuses on Foundation Model Operations (FMOps), provides practical guidelines for building solid and efficient foundations for generative AI solutions. 

What is a RAG? 

In this contributed article, Magnus Revang, Chief Product Officer of Openstream.ai, points out that In the Large Language Model space, one acronym is frequently put forward as the solution to all the weaknesses. Hallucinations? RAG. Privacy? RAG. Confidentiality? RAG. Unfortunately, when asked to define RAG, the definitions are all over the place. 

Happy Birthday ChatGPT!

Today, November 30, 2023, mark’s the first anniversary of OpenAI’s ChatGPT. In the last year, the AI chatbot has secured support from major Silicon Valley companies and seen integration across various fields including academia, the arts, marketing, medicine, gaming, and government. These are exciting times, so we decided to put together this round-up of commentaries from around the big data ecosystem. Enjoy! 

Sophos Anticipates AI-Based Attack Techniques and Prepares Detections

Sophos, a global leader in innovating and delivering cybersecurity as a service, released two reports about the use of AI in cybercrime. The first report—“The Dark Side of AI: Large-Scale Scam Campaigns Made Possible by Generative AI”—demonstrates how, in the future, scammers could leverage technology like ChatGPT to conduct fraud on a massive scale with minimal technical skills.

Altair® Launches Altair RapidMiner® 2023 Platform To Deliver Next-Gen Gen AI Capabilities

Altair (Nasdaq: ALTR), a global leader in computational science and artificial intelligence (AI) announced that Altair® RapidMiner®, its data analytics and AI platform, is becoming more integrated, more powerful, and easier to use thanks to a new series of groundbreaking updates.

O’Reilly Releases 2023 Generative AI in the Enterprise Report

O’Reilly, the source for insight-driven learning in technology and business, released the findings of a global survey of more than 2,800 technology professionals on the realities of generative AI in the enterprise. The Generative AI in the Enterprise report explores how companies use generative AI, the bottlenecks holding back adoption, and the skills gaps that should be addressed to move these technologies forward. The full report is now available for free download.

Generative AI Report – 11/21/2023

Welcome to the Generative AI Report round-up feature here on insideBIGDATA with a special focus on all the new applications and integrations tied to generative AI technologies. We’ve been receiving so many cool news items relating to applications and deployments centered on large language models (LLMs), we thought it would be a timely service for readers to start a new channel along these lines. The combination of a LLM, fine tuned on proprietary data equals an AI application, and this is what these innovative companies are creating. The field of AI is accelerating at such fast rate, we want to help our loyal global audience keep pace.

GenAI’s Role in Testing

In this contributed article, David Brooks, SVP of Evangelism at Copado, discusses how much has been said about AI’s ability to generate code. But what is often overlooked is its ability to generate test scripts as well. Test scripts are susceptible to hallucinations just like code. So while GenAI can easily create the script, it is your responsibility to review the results.

C-Suite Predicts 2024 to be Watershed Year for Financial Impact of Generative AI in Icertis Survey

Icertis, the contract intelligence company that pushes the boundaries of what’s possible with contract lifecycle management (CLM), released its inaugural AI impact report titled The Future of Generative AI: C-Suite Perspectives for 2024 and Beyond. 500 senior executives at businesses across the U.S. and U.K. shared their perspectives on how AI will transform the workforce, data privacy, the competitive landscape, and more.

AI Won’t Eliminate Programming, But Can Make It Better

In this contributed article, Mike Loukides, Vice President of Emerging Tech Content at O’Reilly Media, makes the argument that the number of programmers who will be “replaced by AI” will be small and explains how the use of AI will change the discipline for the better.