Building GenAI features in practice with Intuit Mailchimp

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/

Chunking express: An expert breaks down how to build your RAG system

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/

It’s RAG time for LLMs that need a source of truth

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/

Defining socially responsible AI: How we select partners

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/

Optimizing both hardware and software for GenAI

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/

How to convince your CEO it’s worth paying down tech debt

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/

Even LLMs need education—quality data makes LLMs overperform

If you’re building experimental GenAI features that haven’t proven their product market fit, you don’t want to commit to a model that runs up costs without a return on that investment. https://stackoverflow.blog/2024/02/26/even-llms-need-education-quality-data-makes-llms-overperform/

Down the rabbit hole in the Stack Exchange network

On this home team episode: Discussions on Stack Overflow is a new feature that allows users to engage in open-ended conversations outside the site’s primary Q&A structure. The team explores deep-cut Stack Exchange questions about the nature of consciousness and the availability of corrective lenses for medieval knights. Plus: The psychology of downvoting and a recent FCC ruling on AI-generated robocalls. https://stackoverflow.blog/2024/02/23/down-the-rabbit-hole-in-the-stack-exchange-network/

Who owns this tool? You need a software component catalog

We chat with Andrew Boyagi, Atlassian's Senior Developer Evangelist, about bringing great developer experience to teams and platforms with thousands of engineers. When the software sprawl gets so big you spend more time looking for answers than solving problems, it might be time to try something new. https://stackoverflow.blog/2024/02/20/atlassian-compasss-software-component-catalog/


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