Large language models would be used in new approaches to ongoing and novel work.
So far, social sciences have used a variety of methods for their research, including questionnaires, behavioral tests, observational studies, and experiments in order to obtain a generalized representation of characteristics of individuals, groups, cultures, and their dynamics. Now, emerging AI tech may just shift the landscape of data collection in the field.
"LLMs might supplant human participants for data collection," added UPenn psychology professor Philip Tetlock. The researchers further argue that studies using simulated participants could be used to generate novel hypotheses that could then be confirmed in human populations.
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