AI in Political Science & Social Psychology
Автор: Discover AI
Загружено: 2023-04-29
Просмотров: 2013
AI language models now predict public opinion. The effects of media on our society ripple beyond the individual, giving rise to new social movements and determining national agendas, especially in election years. AI in Political Science & Social Psychology.
Can we measure the effects of media on our society with AI (eg simple BERT systems, the encoder-stack of a transformer architecture)? We are increasingly concerned about whether misinformation, fake news, and echo chambers are wearing away at the public ethos.
New research conducted by Harvard University and MIT raises several questions centered around AI’s ability to mirror and mimic beliefs derived from human language. And if a BERT model is able to predict the public opinion a week ahead?!
Can AI language models really predict public opinion?
Literature (all rights are with the corresponding authors):
"Language models trained on media diets can predict
public opinion"
Eric Chu, Jacob Andreas, Stephen Ansolabehere, and Deb Roy
https://arxiv.org/pdf/2303.16779.pdf
#ai
#publicopinion
#machinelearning
#politicalscience
#psychology
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