Proposal Artificial Intelligence Diversity and Inclusion Engineering Gender Studies
Social Sciences, STEM, Research, University of Toronto

Research Proposal - A Future Only ‘Generated’ for Some: an Investigation into the Gender Bias in Generative AI Models Fine-tuned on Stereotyped or Sexist Datasets

My project explores gender bias in generative AI (textual and visual generation) and investigates whether fine-tuning with equity-focused datasets can reduce such bias. It also aims to develop a framework consisting of scales and metrics for evaluating gender fairness in AI-generated outputs.
Go to the profile of Yinuo Fang
Yinuo Fang
Undergraduate Leadership & Research Scholar, University of Toronto
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Go to the profile of Yinuo Fang
Yinuo Fang
Undergraduate Leadership & Research Scholar, University of Toronto

Hello LSN! 👋

I'm Annie from the University of Toronto, and I am thrilled to be among the 2025 Laidlaw Scholars cohort! 

Program: Engineering Science (2T7) -- and in the upcoming fall I'm about to start my third year in aerospace engineering! Finally something interesting after two years of core courses 😵‍💫 

Research Topic: gender bias in AI chatbots' responses & how to avoid such bias in AI development 🌟

Now the interests! 

Hobbies: climbing beginner (but really enjoys it) 🧗 | video editing 🎬 | journaling 📝 | hiking🚶‍♀️

Enjoys: musicals 🎵 | doctor who 📺 | Comic Con 🎨

Also, for any whovians out there, I am planning to build my first Dalek this summer! Full size, motorized Dalek that will turn up at Fan Expo Toronto this summer 👀 So if you're going too - just send me a message and let's hang out! ✌️

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