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Lisa Argyle

@lpargyle.bsky.social

392 followers 216 following 16 posts

Associate Professor of Political Science at Purdue. Study: Political Conversation, Polarization, Computational Social Science, LLMs

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Lisa Argyle @lpargyle.bsky.social · 03/10/2023

No better first 🟦 than a new paper! Hot off the press at PNAS: "Leveraging AI for democratic discourse: Chat interventions can improve online political conversations at scale." Real-time recommendations from an LLM improve divisive conversations. Open access at: www.pnas.org/doi/10.1073/...

Political discourse is the soul of democracy, but misunderstanding and conflict can fester in divisive conversations. The widespread shift to online discourse exacerbates many of these problems and corrodes the capacity of diverse societies to cooperate in solving social problems. Scholars and civil society groups promote interventions that make conversations less divisive or more productive, but scaling these efforts to online discourse is challenging. We conduct a large-scale experiment that demonstrates how online conversations about divisive topics can be improved with AI tools. Specifically, we employ a large language model to make real-time, evidence-based recommendations intended to improve participants’ perception of feeling understood. These interventions improve reported conversation quality, promote democratic reciprocity, and improve the tone, without systematically changing the content of the conversation or moving people’s policy attitudes

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Lisa Argyle @lpargyle.bsky.social · 03/10/2023

No better first 🟦 than a new paper! Hot off the press at PNAS: "Leveraging AI for democratic discourse: Chat interventions can improve online political conversations at scale." Real-time recommendations from an LLM improve divisive conversations. Open access at: www.pnas.org/doi/10.1073/...

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