Hansard Sexism Analysis

Measured sexist rhetoric across 200 years of UK parliamentary debate by building a psychology-grounded taxonomy, 300-speech human validation set, cross-model LLM judging. Results showed sexism in 54% of anti-suffrage vs. 21% of pro-suffrage speeches.