
Microsoft Research Podcast 133 - Just Tech: Centering Community-Driven Innovation at the Margins episode 1 with Desmond Patton and Mary Gray
Mar 23, 2022
AI Snips
Chapters
Transcript
Episode notes
Youth as AI Domain Experts
- Desmond Patton studied gang-involved youth's social media to understand violence offline and online were intertwined.
- His Safe Lab engaged youth as co-investigators, enriching AI research with real community insights.
AI Needs Cultural Sensitivity
- Machine learning tools often misinterpret cultural context, especially in black communities' social media language.
- Accuracy in AI must be balanced with cultural sensitivity to avoid harmful misclassifications.
Annotate Data with Nuance
- Spend more time annotating data with nuanced human insight rather than quick positive/negative labels.
- Engage domain experts to mitigate bias and improve AI understanding of language context.
