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GPT has become financially literate: Insights from financial literacy tests of GPT and a preliminary test of how people use it as a source of advice (2309.00649v2)
Published 31 Aug 2023 in cs.CL, cs.AI, cs.CY, econ.GN, and q-fin.EC
Abstract: We assess the ability of GPT -- a LLM -- to serve as a financial robo-advisor for the masses, by using a financial literacy test. Davinci and ChatGPT based on GPT-3.5 score 66% and 65% on the financial literacy test, respectively, compared to a baseline of 33%. However, ChatGPT based on GPT-4 achieves a near-perfect 99% score, pointing to financial literacy becoming an emergent ability of state-of-the-art models. We use the Judge-Advisor System and a savings dilemma to illustrate how researchers might assess advice-utilization from LLMs. We also present a number of directions for future research.
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