2 papers
cs.HC2026
Breaking Bad Financial Habits: How LLM Conversations Correct Financial Misconceptions
Jillian Ross, Eric So, Andrew W. Lo
Financial misconceptions carry direct economic costs, from panic selling to equity market avoidance, yet they are notoriously resistant to correction. Traditional financial literac…
cs.CL2026
One Size Fits None: Heuristic Collapse in LLM Investment Advice
Jillian Ross, Andrew W. Lo
Large language models are increasingly deployed as advisors in high-stakes domains -- answering medical questions, interpreting legal documents, recommending financial products --…