Ben talks with Ryan Polk, Chief Product Officer at Stack Overflow, about our strategic partnership with Google Cloud, the importance of collaboration between AI companies and the Stack Overflow community, and why Stack Overflow’s Q&A format is so suitable for training AI models. https://stackoverflow.blog/2024/03/12/how-stack-overflow-is-partnering-with-google-to-encourage-socially-responsible-ai/
Machine learning scientist, author, and LLM developer Maxime Labonne talks with Ben and Ryan about his role as lead machine learning scientist, his contributions to the open-source community, the value of retrieval-augmented generation (RAG), and the process of fine-tuning and unfreezing layers in LLMs. The team talks through various challenges and considerations in implementing GenAI, from data quality to integration. https://stackoverflow.blog/2024/03/08/a-leading-ml-educator-on-what-you-need-
In the latest Stack Overflow for Teams Enterprise release, you'll see updates that make collaboration more intuitive and meaningful at several different touch points in the user journey, including a reimagined homepage. https://stackoverflow.blog/2024/03/07/stack-overflow-for-teams-new-homepage/
SPONSORED BY INTUIT --
Ryan and Ben chat with Shivang Shah, Chief Architect, and Jon Fasoli, Chief Design & Product Officer, both of Intuit Mailchimp. Where we talked last time about building their generative AI operating system, this time we talk about implementing it and how all the pieces came together to make a better end user experience. https://stackoverflow.blog/2024/03/06/building-genai-features-in-practice-with-intuit-mailchimp/
This is part two of our conversation with Roie Schwaber-Cohen, Staff Developer Advocate at Pinecone, about retrieval-augmented generation (RAG) and why it’s crucial for the success of your AI initiatives. https://stackoverflow.blog/2024/03/05/chunking-express-an-expert-breaks-down-how-to-build-your-rag-system/
Is your preferred programming language a matter of national security? https://stackoverflow.blog/2024/03/04/in-rust-we-trust-white-house-office-urges-memory-safety/
On this episode: Roie Schwaber-Cohen, Staff Developer Advocate at Pinecone, joins Ben and Ryan to break down what retrieval-augmented generation (RAG) is and why the concept is central to the AI conversation. This is part one of our conversation, so tune in next time for the thrilling conclusion. https://stackoverflow.blog/2024/03/01/it-s-rag-time-for-llms-that-need-a-source-of-truth/
Stack Overflow is on a journey to build a new era in the practice of AI: the era of social responsibility. All products based on models that consume public Stack Overflow data are required to provide attribution back to the highest relevance posts that influenced the summary given by the model.
https://stackoverflow.blog/2024/02/29/defining-socially-responsible-ai-how-we-select-api-partners/
Ryan and Ben chat with Raymond Lo, AI software evangelist at Intel, about the AI PC, the software that powers AI breakthroughs, and optimizing hardware and software in unison to improve generative AI performance. https://stackoverflow.blog/2024/02/28/optimizing-both-hardware-and-software-for-genai/
On this episode: Matt Van Itallie, Founder and CEO at Sema, a company that assesses code to improve outcomes for users, companies, and developers. Plus, friend of the show and erstwhile cohost Cassidy Williams joins the conversation. https://stackoverflow.blog/2024/02/27/how-to-convince-your-ceo-it-s-worth-paying-down-tech-debt/
