Dare to Lead with Brené Brown

Episode: Dr. Joy Buolamwini on Unmasking AI: My Mission to Protect What Is Human in a World of Machines

Date: May 8, 2024
Host: Brené Brown | Guest: Dr. Joy Buolamwini

Overview

In this rich and illuminating episode, Brené Brown sits down with Dr. Joy Buolamwini—groundbreaking AI researcher, artist, poet, MIT graduate, and founder of the Algorithmic Justice League—to unravel the themes of Dr. Joy’s book, Unmasking AI: My Mission to Protect What Is Human in a World of Machines. The conversation explores how personal journey, art, activism, and rigorous research converge in the fight for algorithmic justice and human dignity in an era shaped by artificial intelligence. Dr. Joy’s blend of technical expertise, creativity, and advocacy provides both a warning and a blueprint for engaging ethically and empathetically with rapidly evolving technologies.

Major Themes & Structure

1. Dr. Joy’s Origin Story and Identity [04:05–22:33]
2. Discovering Bias in AI and Genesis of Her Research [22:40–31:52]
3. Translating Hard Science into Art and Advocacy [32:52–46:30]
4. The Evocative Audit & Poetry as Counter-Narrative [46:30–54:38]
5. Building Broader Tables in AI: Diversity, Lived Experience, and Ethics [35:32–54:38]
6. Creative Plagiarism and Regurgitative AI Debate [63:19–71:42]
7. Rapid Fire Personal and Leadership Insights [71:52–end]

Detailed Summary & Key Insights

1. Dr. Joy’s Origin Story and Identity

• Childhood and Education: Dr. Joy describes her cosmopolitan upbringing—born in Edmonton, Alberta while her father pursued a PhD; moving to Ghana to live with her grandmother; then relocating to Mississippi and Memphis [04:13]. Her family tree is rooted in academia and art, which shaped her as “a daughter of an artist and a scientist.”
• Adolescence & Georgia Tech: As a teenager, she was equal parts daredevil, athlete (notably a pole vaulter), coder, and Knowledge Bowl competitor:

  "I was just full of energy. Sometimes I would skip basketball practice to be at Knowledge Bowl sessions." [07:51]

• Entrepreneurial Spirit: From bartering web design for track uniforms to founding a hair care tech company after college, Dr. Joy never followed a straight path, always harnessing her technical skills for practical, personal, or social good [09:45].

2. Discovering Bias in AI and Genesis of Her Research

• Early Career and MIT: The journey took her from Georgia Tech to a Fulbright in Zambia, then to Oxford as a Rhodes Scholar, where she pivoted through African Studies, Learning & Technology, and eventually to MIT Media Lab [14:01–22:33]. MIT was always the dream (“the Future Factory”), and she reveled in the creative freedom there [20:27].
• The White Mask Moment: While building an art project using facial tracking, she discovered that the algorithm wouldn’t recognize her dark-skinned face, but it would recognize a face drawn on her hand or covered by a white mask.

  “…it wasn’t actually following my face… I held up my hand and drew a smiley face… and it detected not my dark-skinned face, but the face I had drawn on my palm. So after that I was like, yo, anything’s up for grabs." [25:24]
  This catalyzed her research into bias in commercial facial recognition systems, notably the "Gender Shades" study, which showed major tech products worked much better for lighter-skinned, male-coded faces [25:23–31:09].

• Corporate Responses: Mixed reactions from companies—IBM was proactive, Microsoft responsive, Amazon combative (“they actually had a corporate vice president attempt to discredit the research” [31:10]).

3. Translating Hard Science into Art and Advocacy

• Art, Science, and Identity: Dr. Joy speaks to the internal and external pressure to “orphan the art” within oneself to be taken seriously in tech [35:32–47:36]. She overcame this by bringing poetry and visual storytelling into her research communications:

  “For a really long time, I felt that to be taken seriously as a computer scientist, I had to hide the art part of myself. And so I struggled… to embody this notion of being a poet of code.” [35:32]

• Ain’t I a Woman?: Inspired by Sojourner Truth, Dr. Joy’s poem "AI Ain’t I a Woman?" exemplified her method of evocative audit—using art and powerful imagery to demonstrate the human cost of biased algorithms.
  Notable reading: [38:20–41:25]

  “Can machines ever see my queens as I view them? Can machines ever see our grandmothers as we knew them?” [39:20]

• Historic Roots: She describes how Black women scholars like Dr. Latanya Sweeney and Dr. Safiya Noble (Algorithms of Oppression) also rooted technical discoveries in lived experience, and how their legacy informed her research methods [43:30–46:30].

4. The Evocative Audit & Poetry as Counter-Narrative

• Evocative Audit: Dr. Joy developed the concept of the “evocative audit”—using art and poetry to make algorithmic bias felt, not just known. This strategy opened doors to rooms of power, sparked empathy, and changed minds in ways technical metrics alone could not [46:30–50:04].

  “Way when you were reciting your poetry, I didn't understand the bias. I felt the bias.” – Brené [46:30]

• Reach of Art: Her work resonated globally (“I presented AI Ain’t I a Woman… to EU defense ministers ahead of a conversation on lethal autonomous weapons” [49:12]) and helped demystify AI harms for activists and communities, such as Brooklyn tenants fighting facial recognition in their building [50:06].

5. Building Broader Tables in AI: Diversity, Lived Experience, and Ethics

• Who’s at the Table: Dr. Joy and Brené discuss the vital need for multidisciplinary teams in AI. Technical communities must welcome artists, ethicists, and people with lived experience:

  “The idea that... we can only have computer scientists and computational mathematicians at the table and not humanists and people with lived experiences... that's gotta end now.” [34:35]

• Ethics of Care: She argues for Black feminist thought and ethics of care as critical frameworks for meaningful AI research and advocacy [44:48].

6. Creative Plagiarism and Regurgitative AI (AI and the Theft of Art) [63:19–71:42]

• On AI and Intellectual Property: Dr. Joy addresses the controversial use of authors’ creative works to “train” generative AI models without consent:

  “We are really looking at what you could view as a heist. You didn’t know that your books were included in data sets used to train powerful generative AI systems.” [63:34]

• The Four Cs of Creative Rights: She campaigns for consent, compensation, control, and credit for artists and writers whose works are used to build AI [70:44].
• Regurgitative AI: She reframes “generative AI” as “regurgitative AI,” arguing these systems’ most impressive feats rely on uncredited, unpaid creative labor.

7. Personal & Leadership Insights – Rapid Fire [71:52–end]

• On Vulnerability:

  “Vulnerability is unmasking truth.” [71:57]

• On Leadership:

  “Leadership as the distribution of loss at a pace which people can handle… but it didn’t sit well with me... I find it useful in that it’s thought provoking.” [72:14]

• Poetry & Plumbing: Brené shares a quote: “Leadership is poetry and plumbing. You have to be able to cast a vision that inspires and builds systems that deliver.” [73:51]
• How Dr. Joy deals with fear: “I pray. I pray.” [74:11]
• Pop Culture Favorites: Binge-watching Bridgerton (with discussion on AI and representation), Sound of Music, a Nico concert (“Jericho” as her unofficial theme song for Unmasking AI) [74:20–78:28].
• Family & Gratitude: She shares a moving reflection on the legacy of her grandmother and a recent trip to Ghana after 30 years as a moment of gratitude and connection [80:35]:

  “I’m so deeply grateful for my grandmother… to see the legacy of everything that has come come through her in her children and in her grandchildren." [80:35]

Memorable Quotes

• On Art in Science:

  “I tell stories that make daughters of diasporas dream and sons of privilege pause.” – Dr. Joy [22:40]

• On AI’s Limitations:

  “For commercially sold products... they would overall work better on male labeled faces than female labeled faces. They would overall work better on lighter skinned faces than darker skinned faces.” – Dr. Joy [28:25]

• On Poetry as Audit:

  “I wanted to go from performance metrics to performance arts because that’s when I knew it would actually touch people so they could see what it means.” – Dr. Joy [43:48]

• On Creative Theft:

  “You don’t need to have any kind of tech background to know it’s not fair for companies to get billions of dollars of investment to then sell products that are made using your work and argue fair use.” – Dr. Joy [63:34]

• On the Role of Lived Experience:

  “Lived experience truly matters. And then I map it with the research that they did and then how my personal experience of coding in the white mask builds on that.” – Dr. Joy [44:10]

Timestamps for Key Segments

• Dr. Joy’s formative years and academic journey: [04:05–22:33]
• The “White Mask” discovery & origin of her research: [22:40–29:31]
• Corporate reactions to Gender Shades research: [30:08–31:52]
• On intersectionality, poetry, and “AI Ain’t I a Woman?”: [35:32–41:25]
• Discussion of evocative audits and institutional power: [46:30–54:38]
• AI copyright/creative theft and creative rights debate: [63:19–71:42]
• Rapid Fire (personal favorites, leadership wisdom, gratitude): [71:52–end]

Resources & References Mentioned

• Unmasking AI (Dr. Joy’s book)
• Gender Shades research and video
• AI Ain’t I a Woman? (poem and performance)
• Coded Bias (documentary)
• Algorithms of Oppression by Dr. Safiya Noble
• Weapons of Math Destruction by Dr. Cathy O’Neil
• Bridge to Algorithmic Justice League: AJL.org/writers for the Four Cs campaign

Final Reflections

This episode stands as an essential primer on the intertwined futures of technology, ethics, art, and humanity, delivered in Dr. Joy Buolamwini’s singular voice—a blend of incisive analysis, creative spirit, and unwavering advocacy. She invites listeners to join the fight for algorithmic justice, asserting:

"If you have a face, you have a place in that conversation." [82:07]