Building Trust Through Technology: Responsible AI in Practice // Allegra Guinan // #298
Building Trust Through Technology: Responsible AI in Practice // MLOps Podcast #298 with Allegra Guinan, Co-founder of Lumiera.
Join the Community: https://go.mlops.community/YTJoinIn
Get the newsletter: https://go.mlops.community/YTNewsletter
// Abstract
Allegra joins the podcast to discuss how Responsible AI (RAI) extends beyond traditional pillars like transparency and privacy. While these foundational elements are crucial, true RAI success requires deeply embedding responsible practices into organizational culture and decision-making processes. Drawing from Lumiera's comprehensive approach, Allegra shares how organizations can move from checkbox compliance to genuine RAI integration that drives innovation and sustainable AI adoption.
// Bio
Allegra is a technical leader with a background in managing data and enterprise engineering portfolios. Having built her career bridging technical teams and business stakeholders, she's seen the ins and outs of how decisions are made across organizations. She combines her understanding of data value chains, passion for responsible technology, and practical experience guiding teams through complex implementations into her role as co-founder and CTO of Lumiera.
// Related Links
Website: https://www.lumiera.ai/
Weekly newsletter: https://lumiera.beehiiv.com/
~~~~~~~~ ✌️Connect With Us ✌️ ~~~~~~~
Catch all episodes, blogs, newsletters, and more: https://go.mlops.community/TYExplore
Join our Slack community [https://go.mlops.community/slack]
Follow us on X/Twitter [@mlopscommunity](https://x.com/mlopscommunity) or [LinkedIn](https://go.mlops.community/linkedin)]
Sign up for the next meetup: [https://go.mlops.community/register]
MLOps Swag/Merch: [https://shop.mlops.community/]
Connect with Demetrios on LinkedIn: /dpbrinkm
Connect with Allegra on LinkedIn: /allegraguinan
Timestamps:
[00:00] Allegra's preferred coffee
[00:14] Takeaways
[01:11] Responsible AI principles
[03:13] Shades of Transparency
[07:56] Effective questioning for clarity
[11:17] Managing stakeholder input effectively
[14:06] Business to Tech Translation
[19:30] Responsible AI challenges
[23:59] Successful plan vs Retroactive responsibility
[28:38] AI product robustness explained
[30:44] AI transparency vs Engagement
[34:10] Efficient interaction preferences
[37:57] Preserving human essence
[39:51] Conflict and growth in life
[46:02] Subscribe to Allegra's Weekly Newsletter!
Senaste avsnitt
En liten tjänst av I'm With Friends. Finns även på engelska.