/AI Weekly/Issue 24
Add your own data to an LLM using Retrieval-Augmented Generation
Published Monday, October 23, 2023
OpenAI has “discussed and debated quite extensively” when to release a tool that can determine whether an image was made with DALL-E 3, OpenAI’s generative AI art model, or not. But the startup isn’t close to making a decision anytime soon. That’s according to Sandhini Agarwal, an OpenAI researcher who focuses on safety and policy.
RAG-sequence - We retrieve k documents, and use them to generate all the output tokens that answer a user query. The retriever component transforms the input text into a sequence of floating point numbers (a vector) using the query encoder, transforms each document in the same way using the document encoder, and stores the document encodings in a search index.
In this episode, we'll be discussing the importance of monitoring LLM apps, the challenges faced in LLMs, and the innovative solutions developed to address these issues. 🛠 Whether you're an AI enthusiast, a seasoned professional, or just curious about the world of LLMs, this episode is for you!
AI expert Alan Smith discusses the future of AI, focusing on its potential for the next generation. Smith shares his experience in creating AI for solving complex problems and games like Starcraft. He emphasises the rapid pace of AI development and the excitement it brings despite its challenges. This video is ideal for anyone interested in the evolving world of AI technology.
A very unusual chip design provides a distinct approach to cutting AI's energy cost.
AI offers a vision of a world where personalized education, optimized public services, a transformed workplace, and collaborative tools thrive, ushering in a new era of human advancement.
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Microsoft Reactor’s Make Azure AI Real series is a collection of AI livestreams that are focused on AI technical content from experts at Microsoft. You will learn how to use Microsoft AI tools and services, such as Azure Cognitive Services, Azure OpenAI Service, and more. You will also get insights into the latest AI trends and best practices from Microsoft AI experts. Join us for this exciting series and discover how to make AI real for your projects and goals. Register Here: Event Series | Microsoft Reactor
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