Microsoft Research Podcast

133 - Just Tech: Centering Community-Driven Innovation at the Margins episode 1 with Desmond Patton and Mary Gray

Mar 23, 2022
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ANECDOTE

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.
INSIGHT

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.
ADVICE

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.
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