StackOverflow blog

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/

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/2024/01/16/atlassian-compasss-software-component-catalog/

Would you trust an AI bot to find the fix for vulnerabilities in your code?

On this episode: Eitan Worcel, CEO and cofounder of Mobb, a company that uses AI to automate security vulnerability remediation, talks about how AI can help reduce security backlogs and free up developers’ time, what security risks emerge with GenAI, and why we still need a human in the loop. https://stackoverflow.blog/2024/02/16/would-you-trust-an-ai-bot-to-find-the-fix-for-vulnerabilities-in-your-code/

Exploring the inclusive tech revolution

On this sponsored episode of the podcast, Ben and Ryan chat with Maya Sellon, inclusive design and digital accessibility principal at Shell, about how she’s scaling accessibility and inclusive design practice across an organization the size of Shell. They talk about how knowing the accessibility issues is half the battle, how people are the key to scale, and what video games teach us about inclusive design. https://stackoverflow.blog/2024/02/14/exploring-the-inclusive-tech-revolution/

The creator of PyTorch Lightning on the AI hype cycle

The home team chats with William Falcon, an AI researcher and creator of PyTorch Lightning, about developing tooling for the AI ecosystem, open-source contributions, what happens when widely hyped technology needs to scale, and why he’s bullish on experienced developers using AI but not so bullish on new devs doing the same. https://stackoverflow.blog/2024/02/13/the-creator-of-pytorch-lightning-on-the-ai-hype-cycle/


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