The Linux Foundation’s Post

Save the date for an engaging webinar hosted by the Generative AI Commons Committee: “The Importance of Openness in GenAI” on April 25th at 11AM PST. 🗓 Join us as we delve into crucial topics such as the significance of openness in shaping new technologies, drawing from extensive experience spanning back to the early days of the internet. 💻 Discover how #openness fosters transparency and accountability in #AI systems while exploring the potential risks associated with closed or proprietary approaches in contrast to open methodologies. Additionally, get an exclusive sneak peek at the AI & Data Model Openness Framework, offering valuable insights into navigating the landscape of #openAI models and data. Secure your spot ➡ https://lnkd.in/emKdFCjM #opensource #linuxfoundation #generativeai #genai

If you missed #tinyAI Forum on #GenAI on the Edge, we have you covered! The video recording of Daniel Situnayake's (Director of ML at Edge Impulse) presentation: "Solve #edgeAI problems with foundation models" is now available on tinyML YouTube channel https://lnkd.in/g-5jraHt Generative AI has created a “moment” in technology: suddenly, everyone is aware of what machine learning can do. This talk goes beyond the hype to reveal the four key capabilities of foundation models, and how we can use them to solve real engineering problems at the edge—even when the models seem too big to fit. Register now for our annual tinyML Summit, April 22-24. https://lnkd.in/g46W-pwD #tinyml #ml #artificialintelligence #genai #generativeai #machinelearning #ai Davis Sawyer Tinoosh Mohsenin Evgeni Gousev Olga Goremichina Danilo Pietro Pau Gian Marco Iodice Max Petrenko 

Explore the potential of generative AI in research information management with Pure. From data cleansing to enriching metadata, discover how #generativeAI can streamline tasks and enhance research visibility. #PRCN2023 #RIMS #CRIS #ResearchManagement 📽️ http://spkl.io/60464Ftp8

Many generative AI models perform surprisingly well (close or even exceed human level in some cases), however, sometimes they also generate content that is not true (hallucinations) or up-to-date. This is where Retrieval Augmented Generation (RAG) can be very useful. By retrieving relevant information from a database of documents and using it as a context, RAG enhances the generation to produce more informed and accurate outputs. In this and a few following posts, I will talk about generative AI and RAG from data infrastructure's point of view. #generativeai, #RAG, #datainfrastructure, #LLM, #AI

New Report Release 📢 📣 Moving Generative AI into Production 📣 Read here: https://t.ly/XVZ2z With the excitement surrounding Generative AI there are posing challenges with moving pilot projects into production. This comprehensive report covers: 💫 The importance of pilot projects 💫LLMs and the rise of SLMs 💫Challenges in adoption and scaling up Generative AI 💫The future of Generative AI With contributions from David Foster, Jean-Paul Paoli and Divita Vohra, gain valuable insight into making Generative AI workable and scaling it for success. #llm #generativeai #genai #genainews #genairevolution #mainreport

Huggingface.co not only lets you download and use AI models, datasets, etc, but it also lets you host your AI code, models, and datasets. And now with Spaces, you can also host your AI demos on their platform. I recently uploaded a couple of AI chatbots on Github and shared them here on LinkedIn. I have also set up demos on Spaces. Since the free tier on Spaces doesn't include GPU support, the inference is slow. But you can still see the AI chatbots in action. https://lnkd.in/ghMR6UbX https://lnkd.in/g2TA82Zp #huggingface #ai #llm #chatbot #mistral7b

Next Thursday, April 25th at 11AM PST, join us for “The Importance of Openness in Generative AI” hosted by the Generative AI Commons Committee! 🚀 In this webinar, we will delve into crucial topics such as the significance of openness in shaping new technologies, drawing from extensive experience spanning back to the early days of the internet. 💻 Discover how #openness fosters transparency and accountability in #AI systems while exploring the potential risks associated with closed or proprietary approaches in contrast to open methodologies. Additionally, attendees will get an exclusive sneak peek at the AI & Data Model Openness Framework, offering valuable insights into navigating the landscape of #openAI models and data! Register ➡ https://lnkd.in/eR_958VS #genai #opensource #linuxfoundation #lfaidata

As we approach 2024, AI stands on the brink of captivating transformations. Its evolution is swift, and the forthcoming year holds the potential for noteworthy AI developments. These developments will redefine the way we employ technology and tackle intricate challenges across diverse domains. From improving machine learning to making automated decisions smarter, let's explore the top ten AI trends for the upcoming year. #AirticsEducation #AI2024 #AIevolution #TechnologyTrends #AIDevelopments #Innovation2024 #FutureTech #ArtificialIntelligence

Did you know that AI forgets?!! 🧠 Unlocking the Mystery of Catastrophic Forgetting in Machine Learning! 🚀 Explore the challenges, reasons, and cutting-edge solutions to ensure AI models adapt seamlessly over time. From Elastic Weight Consolidation to Memory-Augmented Networks, discover the strategies shaping the future of continual learning. 🤖💡 Dive into the world of adaptive intelligence by reading my article https://lnkd.in/dR4ixK-C #CatastrophicForgetting #MachineLearning #AIResearch #ContinualLearning #InnovationInTheMaking

Language-related #genAI tasks rely on AI foundation models. Learn how to navigate this landscape of proprietary and open-source tools in this blog from Forrester: