Safety

SynthPAI

SynthPAI: personal-attribute inference from synthetic Reddit profiles. 294 synthetic author profiles (7823 comments); 18 LLMs infer up to 8 personal attributes (age, sex, location, birthplace, education, occupation, income, relationship status) from comment history. Each model gives a ranked guess list per attribute, graded 0/0.5/1 against human-curated ground truth.