Biases in AI Hallucinations Based on Context
Hi Everyone!I’m starting a small research project on how LLMs can generate biased answers based on things like race, sex, or age of the person asking the questions. It’s based onthis paperthat talks about how even the name of the user can affect the likelihood of getting certain answers over another, even if asking the same question.Some questions I’m interested in are things like:Average Salaries for jobs that are male-dominated, or race-dominatedEstimation on how much a person’s bail/fine would beRating how well an essay is writtenCredit ScoresNumbers of households affected by redlining or gentrificationI would be interested to hear if anyone else has done this, or if anyone would like to contribute to the discussion!