Arti-"fickle" Intelligence: Using LLMs as a Tool for Inference in the Political and Social Sciences

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Argyle, Lisa P., Busby, Ethan C., Gubler, Joshua R., Hepner, Bryce, Lyman, Alex, Wingate, David
Format:	Preprint
Published:	2025
Subjects:	Computers and Society Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Out of One, Many: Using Language Models to Simulate Human Samples
by: Argyle, Lisa P., et al.
Published: (2022)

Features that Make a Difference: Leveraging Gradients for Improved Dictionary Learning
by: Olmo, Jeffrey, et al.
Published: (2024)

Intelligent Computing Social Modeling and Methodological Innovations in Political Science in the Era of Large Language Models
by: Wang, Zhenyu, et al.
Published: (2024)

Perceived Political Bias in LLMs Reduces Persuasive Abilities
by: DiGiuseppe, Matthew, et al.
Published: (2026)

The Political Preferences of LLMs
by: Rozado, David
Published: (2024)

Benchmarking LLMs for Political Science: A United Nations Perspective
by: Liang, Yueqing, et al.
Published: (2025)

Persuadability and LLMs as Legal Decision Tools
by: Suttle, Oisin, et al.
Published: (2026)

Revealing Political Bias in LLMs through Structured Multi-Agent Debate
by: Bandaru, Aishwarya, et al.
Published: (2025)

Prompt Refinement or Fine-tuning? Best Practices for using LLMs in Computational Social Science Tasks
by: Møller, Anders Giovanni, et al.
Published: (2024)

Artificial Intelligence Tools Expand Scientists' Impact but Contract Science's Focus (Just accepted by Nature, to be online soon)
by: Hao, Qianyue, et al.
Published: (2024)

Finetuning LLMs for Human Behavior Prediction in Social Science Experiments
by: Kolluri, Akaash, et al.
Published: (2025)

Bridging the Early Science Gap with Artificial Intelligence: Evaluating Large Language Models as Tools for Early Childhood Science Education
by: Bush, Annika, et al.
Published: (2025)

Embedding Privacy in Computational Social Science and Artificial Intelligence Research
by: Jones, Keenan, et al.
Published: (2024)

Politically Speaking: LLMs on Changing International Affairs
by: Cao, Xuenan, et al.
Published: (2025)

Entropy in Science of Science
by: Shi, Yujie, et al.
Published: (2025)

Child Impact Statements: Interdisciplinary Collaboration in Political Science and Computer Science
by: Windsor, Leah Cathryn
Published: (2024)

Unveiling Political Influence Through Social Media: Network and Causal Dynamics in the 2022 French Presidential Election
by: Achitouv, Ixandra, et al.
Published: (2025)

Prompt Design Matters for Computational Social Science Tasks but in Unpredictable Ways
by: Atreja, Shubham, et al.
Published: (2024)

Communicate-Predict-Act: Evaluating Social Intelligence of Agents
by: Shoresh, David, et al.
Published: (2026)

Knowledge Management ERP Curriculum Design/Mapping (Theory and Development Tools)
by: Swanson, Zane, et al.
Published: (2011)

MediTools -- Medical Education Powered by LLMs
by: Alshatnawi, Amr, et al.
Published: (2025)

Mathematical Politics
by: Brody, Dorje C.
Published: (2025)

Passing the Turing Test in Political Discourse: Fine-Tuning LLMs to Mimic Polarized Social Media Comments
by: Pazzaglia, ., et al.
Published: (2025)

Dynamics of voting strategies and public good funding
by: Engle, Jonathan, et al.
Published: (2026)

The dynamics of strategic voting: pathways to consensus and gridlock
by: Engle, Jonathan, et al.
Published: (2024)

Applications of Artificial Intelligence Tools to Enhance Legislative Engagement: Case Studies from Make.Org and MAPLE
by: Combaz, Alicia, et al.
Published: (2025)

Critically Engaged Pragmatism: A Scientific Norm and Social, Pragmatist Epistemology for AI Science Evaluation Tools
by: Lee, Carole J.
Published: (2026)

Universality in Collective Intelligence on the Rubik's Cube
by: Krakauer, David, et al.
Published: (2025)

Using Artificial Intelligence to Accelerate Collective Intelligence: Policy Synth and Smarter Crowdsourcing
by: Bjarnason, Róbert, et al.
Published: (2024)

Outcomes for Frail Dialysis Patients Not Referred for Transplantation: A Cohort Study
by: Joshua Goodwin, et al.
Published: (2026)

How urban scaling and resource distribution shape social welfare and migration dynamics
by: Morsky, Bryce
Published: (2025)

Hidden Persuaders: LLMs' Political Leaning and Their Influence on Voters
by: Potter, Yujin, et al.
Published: (2024)

Evaluating Generative AI Systems is a Social Science Measurement Challenge
by: Wallach, Hanna, et al.
Published: (2024)

The Politics of Fear and the Experience of Bangladeshi Religious Minority Communities Using Social Media Platforms
by: Rifat, Mohammad Rashidujjaman, et al.
Published: (2024)

Listas de chequeo de la Sociedad Colombiana de Anestesiología y Reanimación (S.C.A.R.E.) para el manejo de eventos críticos en salas de cirugía: traducción y actualización basada en la evidencia
by: David L. Hepner
Published: (2017)

Without heirs? Assessing the decline of establishment internationalism in U.S. foreign policy / Joshua W. Busby, Jonathan Monten
by: Busby, Joshua W
Published: (1945)

The Butte of Corporate Social Advocacy (CSA)
by: Joshua M. Parcha
Published: (2026)

Benchmarking Political Persuasion Risks Across Frontier Large Language Models
by: Chen, Zhongren, et al.
Published: (2026)

Position: Evaluating Generative AI Systems Is a Social Science Measurement Challenge
by: Wallach, Hanna, et al.
Published: (2025)

Political Leaning Inference through Plurinational Scenarios
by: de Landa, Joseba Fernandez, et al.
Published: (2024)