Open||Source||Data Redefining AI Ethics: The Key Role of Explainability with Beth Rudden
Beth Rudden, recognized as one of the 100 most brilliant leaders in AI ethics, discusses the crucial role of explainability and traceability in building trustworthy AI systems. She shares how Bast AI is using ontologies and knowledge graphs to provide contextual relevance and understanding, enabling humans to fully trust artificial intelligence and how it allows the system to transform fields like education and healthcare.
Timestamps
00:00:00 - Intro
00:02:00 - Beth’s Journey
00:19:33 - Ontologies in AI
00:21:44 - Data Lineage and Provenance
00:32:52 - Open Source Tools
00:38:38 - Explainable AI
00:44:58- Inspiration from Nature
Quotes
Beth Rudden: "The best thing that I could tell you that I see is that it's going to shift from more pure mathematical and statistical to much more semantic, more qualitative. Instead of quantity, we're going to have quality."
Charna Parkey: "I love that because I've been so mathematical for most of my life. I didn't have a lot of words for the feelings or expressions, right? And so I had sort of this lack of data and the Brené Brown reference you make, like I have many of her books on my shelf and I often pull, I don't even know where it is right now, but the Atlas of the Heart because I am having this feeling and I don't know what it is."
Links