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California Social Labs

@calsocial.org

Nonprofit research institute advancing social science. calsocial.org

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California Social Labs @calsocial.org · 2y ago

If you asked an LLM agent to act as a Republican or Democrat, how biased would you expect them to be? In a selective exposure task, simulated participants seem to exaggerate their political bias relative to what you would see in a human sample. calsocial.org/research/202... #ai #llm #socialscience

The results from a data sample of 192 human participants. Democrat participants were more likely to choose to read articles shared by Democrat politicians than Republican politicians. Conversely, Republican participants were more likely to choose to read articles shared by Republican politicians than Democrat politicians.

For each of the 9 models tested, this shows a figure similar to that of the human participants. In all cases, the models exaggerate the political selective exposure bias far beyond what you expect to see from a similar sample of human participants.

California Social Labs @calsocial.org · 2y ago

Hello! We are excited launch California Social Labs, a nonprofit dedicated to using social science to create positive change in the world. We look forward to sharing evidence-based reports, software, and more in the coming months! #socialscience #research #nonprofit