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For the Girlies Who Double-Check: AI Bias, Scholarships & Strategy
Season 7 · Episode 6

For the Girlies Who Double-Check: AI Bias, Scholarships & Strategy

Black-Liberation.Tech · Renée Jordan, Ph.D.

February 25, 202620m 31s

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Show Notes

In Part 2 of the Janiyah GPT Intro Workshop series, we move beyond using AI — and into questioning it.

This episode walks through two powerful prompts:

✔ How do we prevent AI from reinforcing stereotypes in STEM?

✔ What are AI’s limitations when giving scholarship and college information?

If you’ve ever thought:

  • “What if AI leaves out people like me?”
  • “Can I trust this scholarship information?”
  • “How do I verify without wasting time?”
  • “Is AI repeating the same systemic biases we’re trying to break?”

This episode is for you.

We explore:

  • How bias sneaks into STEM career suggestions
  • Representation audits for facilitators and parents
  • Deficit vs. asset framing
  • Interdisciplinary career pathways
  • Scholarship verification frameworks
  • How to avoid AI hallucinations
  • How to question AI confidently and strategically

AI is not neutral. And literacy is not passive.

For Latinas, Afro-Latinas, Black women and girls — verification is protection. And protection is strategy.