2023

Co-Writing with Opinionated Language Models Affects Users' Views

Jakesch, Maurice, Bhat, Advait, Buschek, Daniel et al.

Understand

If large language models like GPT-3 preferably produce a particular point of view, they may influence people's opinions on an unknown scale.

  • This study investigates whether a language-model-powered writing assistant that generates some opinions more often than others impacts what users write - and what they think.
  • In an online experiment, we asked participants (N=1,506) to write a post discussing whether social media is good for society.
  • Treatment group participants used a language-model-powered writing assistant configured to argue that social media is good or bad for society.

Reading the bibliography…