I work on Human Personality Embeddings and Relationship Outcome Prediction. Inspired by work in Mechanistic Interpretability and CLiP, I want to create high dimensional personality embeddings which achieve state of the art predictive power for observed human behaviors, and use them as inputs to predict outcomes between people, and steer existing relationships towards the best possible outcomes, so that AI can make humans have more happy relationships and understand themselves more deeply. 我研究人类人格嵌入（Human Personality Embeddings）与亲密关系结果预测（Relationship Outcome Prediction）。受机制可解释性（mechanistic interpretability）与 CLIP 的启发，我希望构建高维的人格嵌入表示，使其对可观测的人类行为达到当前最优（state-of-the-art）的预测能力；并以这些嵌入为输入，预测人与人之间的关系走向，进而将既有的关系引导至尽可能最好的结果——让人工智能帮助人类拥有更幸福的关系，也更深地理解自己。