" Before I came out, people always asked me math questions. But once I became a woman, they stopped. There’s unintended discrimination. "
- Vivienne Ming

In this statement, Vivienne Ming reflects on a shift in how people interacted with her after she came out as transgender. She notes that before her transition, individuals frequently approached her for help with mathematics problems, but after she identified openly as a woman, these requests ceased. This observation points to a noticeable change in the types of interactions and opportunities available to her based on societal perceptions.

The deeper meaning behind this quote is rooted in the broader context of discrimination and bias that can be subtle yet pervasive. Ming highlights how gender identity can significantly influence the ways in which people perceive one's abilities and expertise, often leading to unintended but harmful biases. This change in behavior suggests that preconceived notions about what a woman should look like or be capable of can overshadow an individual’s actual skills and knowledge. The quote also underscores the importance of recognizing and addressing these unconscious biases to ensure fair treatment and equal opportunities for all individuals regardless of their gender identity.

Vivienne Ming is a distinguished scientist, technologist, and entrepreneur known for her work in artificial intelligence and education technology. She has been an outspoken advocate for transgender rights and has used her platform to discuss the intersection of technology and social justice issues. Her insights often come from personal experiences combined with academic research, making them both relatable and impactful.