Some Large Language Models Exhibit Consistent Risk Attitudes | Paper Citation Record

Observation 078e8d3d-0409-43b4-ac9f-991b4eddae03 · outbound

This paper cites The role of ai in emergency department triage: An integrative systematic review.Intensive and Critical Care Nursing, 89:104058,.

Some Large Language Models Exhibit Consistent Risk Attitudes The role of ai in emergency department triage: An integrative systematic review.Intensive and Critical Care Nursing, 89:104058,

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This paper cites Andrew Taylor, Chris Chmura, Jeremiah Hinson, Benjamin Steinhart, Rohit Sangal, Ar- jun K.

Some Large Language Models Exhibit Consistent Risk Attitudes Andrew Taylor, Chris Chmura, Jeremiah Hinson, Benjamin Steinhart, Rohit Sangal, Ar- jun K

Reference 2

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This paper cites Origbo, Ayokunle Osonuga, Eghosasere Egbon, and David B.

Some Large Language Models Exhibit Consistent Risk Attitudes Origbo, Ayokunle Osonuga, Eghosasere Egbon, and David B

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This paper cites High-performance medicine: the convergence of human and artificial intelligence.

Some Large Language Models Exhibit Consistent Risk Attitudes High-performance medicine: the convergence of human and artificial intelligence

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This paper cites doi: https://doi.org/10.1016/j.ijmedinf.2025.105838.

Some Large Language Models Exhibit Consistent Risk Attitudes doi: https://doi.org/10.1016/j.ijmedinf.2025.105838

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Observation 9f112254-f96f-445c-93c0-f4631933a5d9 · outbound

This paper cites Explainable artificial intelligence for crypto asset allocation.Finance Research Letters, 47:102941, 2022.

Some Large Language Models Exhibit Consistent Risk Attitudes Explainable artificial intelligence for crypto asset allocation.Finance Research Letters, 47:102941, 2022

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This paper cites Artificial intelligence, dynamic capabilities, and cor- porate financial asset allocation.International Review of Financial Analysis, 96:103773,.

Some Large Language Models Exhibit Consistent Risk Attitudes Artificial intelligence, dynamic capabilities, and cor- porate financial asset allocation.International Review of Financial Analysis, 96:103773,

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Some Large Language Models Exhibit Consistent Risk Attitudes Unresolved cited work

Reference 8

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Observation 2cd2567f-7603-45d6-b910-9d25992965f2 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Some Large Language Models Exhibit Consistent Risk Attitudes On the Opportunities and Risks of Foundation Models

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This paper cites Causal artificial intel- ligence for high-stakes decisions: The design and development of a causal machine learning model.IEEE Access, 10:24327–24339, 2022.

Some Large Language Models Exhibit Consistent Risk Attitudes Causal artificial intel- ligence for high-stakes decisions: The design and development of a causal machine learning model.IEEE Access, 10:24327–24339, 2022

Reference 10

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This paper cites A domain-specific risk-attitude scale: Measuring risk perceptions and risk behaviors.Journal of behavioral decision making, 15(4): 263–290, 2002.

Some Large Language Models Exhibit Consistent Risk Attitudes A domain-specific risk-attitude scale: Measuring risk perceptions and risk behaviors.Journal of behavioral decision making, 15(4): 263–290, 2002

Reference 11

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Observation 9629c480-49e3-4214-adf3-a63487129abb · outbound

This paper cites Risk attitude and preference.Wiley Interdisciplinary Reviews: Cognitive Sci- ence, 1(1):79–88, 2010.

Some Large Language Models Exhibit Consistent Risk Attitudes Risk attitude and preference.Wiley Interdisciplinary Reviews: Cognitive Sci- ence, 1(1):79–88, 2010

Reference 12

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Observation ee3c5fd0-f46c-47a3-95d9-34b342dd6372 · outbound

This paper cites Individual risk attitudes: Measurement, determinants, and behavioral consequences.Jour- nal of the European Economic Association, 9(3):522–550, 2011.

Some Large Language Models Exhibit Consistent Risk Attitudes Individual risk attitudes: Measurement, determinants, and behavioral consequences.Jour- nal of the European Economic Association, 9(3):522–550, 2011

Reference 13

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Observation f0bb55f2-01ba-4d42-bce6-4a179286d76d · outbound

This paper cites Rout- ledge, 2017.

Some Large Language Models Exhibit Consistent Risk Attitudes Rout- ledge, 2017

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Observation edcd76cb-909b-4bf2-ab68-dc89026beee1 · outbound

This paper cites Genetic variation in preferences for giving and risk taking.Quarterly Journal of Economics, 124(2):809–842, 2009.

Some Large Language Models Exhibit Consistent Risk Attitudes Genetic variation in preferences for giving and risk taking.Quarterly Journal of Economics, 124(2):809–842, 2009

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This paper cites Assessing the construct validity of risk attitude.Manage- ment Science, 46(10):1337–1348, 2000.

Some Large Language Models Exhibit Consistent Risk Attitudes Assessing the construct validity of risk attitude.Manage- ment Science, 46(10):1337–1348, 2000

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Observation bb0cbed3-17b1-4c3b-b1fd-53a4accaf412 · outbound

This paper cites Decisions from experience and the effect of rare events in risky choice.Psychological Science, 15(8):534–539, 2004.

Some Large Language Models Exhibit Consistent Risk Attitudes Decisions from experience and the effect of rare events in risky choice.Psychological Science, 15(8):534–539, 2004

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Observation a1a6d902-6c29-407f-9b71-37c3f4114f8f · outbound

This paper cites Reasoningthefastandfrugalway: Modelsofbounded rationality.Psychological Review, 103(4):650–669, 1996.

Some Large Language Models Exhibit Consistent Risk Attitudes Reasoningthefastandfrugalway: Modelsofbounded rationality.Psychological Review, 103(4):650–669, 1996

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Observation d5130f67-47f6-46d8-b986-741aea3a65c3 · outbound

This paper cites Who takes risks when and why? Determinants of risk taking.

Some Large Language Models Exhibit Consistent Risk Attitudes Who takes risks when and why? Determinants of risk taking

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Observation 4ea69e90-c13f-478a-bd9f-1bacda65a0e0 · outbound

This paper cites Emergent abilities of large language models.Transactions on Machine Learning Research, 2022.

Some Large Language Models Exhibit Consistent Risk Attitudes Emergent abilities of large language models.Transactions on Machine Learning Research, 2022

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This paper cites Probing the psychology of ai models.Proceedings of the National Academy of Sciences, 120(10):e2300963120, 2023.

Some Large Language Models Exhibit Consistent Risk Attitudes Probing the psychology of ai models.Proceedings of the National Academy of Sciences, 120(10):e2300963120, 2023

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This paper cites Risk as feelings.

Some Large Language Models Exhibit Consistent Risk Attitudes Risk as feelings

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This paper cites Kernels of selfhood: Gpt-4o shows humanlike patterns of cognitive dissonance moderated by free choice.Proceedings of the National Academy of Sciences, 122(20):e2501823122, 2025.

Some Large Language Models Exhibit Consistent Risk Attitudes Kernels of selfhood: Gpt-4o shows humanlike patterns of cognitive dissonance moderated by free choice.Proceedings of the National Academy of Sciences, 122(20):e2501823122, 2025

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This paper cites Machine Psychology.

Some Large Language Models Exhibit Consistent Risk Attitudes Machine Psychology

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This paper cites Using cognitive psychology to understand GPT-3.Proceedings of the National Academy of Sciences, 120(6):e2218523120, 2023.

Some Large Language Models Exhibit Consistent Risk Attitudes Using cognitive psychology to understand GPT-3.Proceedings of the National Academy of Sciences, 120(6):e2218523120, 2023

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This paper cites Evaluating Large Language Models Trained on Code.

Some Large Language Models Exhibit Consistent Risk Attitudes Evaluating Large Language Models Trained on Code

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Some Large Language Models Exhibit Consistent Risk Attitudes Artificial intelligence, values, and alignment.Minds and machines, 30(3):411– 437, 2020

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This paper cites Measuring Massive Multitask Language Understanding.

Some Large Language Models Exhibit Consistent Risk Attitudes Measuring Massive Multitask Language Understanding

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This paper cites Alan Heckert, James J.

Some Large Language Models Exhibit Consistent Risk Attitudes Alan Heckert, James J

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Some Large Language Models Exhibit Consistent Risk Attitudes Regression models for ordinal data.Journal of the Royal Statistical Society: Series B (Methodological), 42(2):109–127, 1980

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Some Large Language Models Exhibit Consistent Risk Attitudes Concrete Problems in AI Safety

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Some Large Language Models Exhibit Consistent Risk Attitudes Influence of safety climate on risk tolerance and risk-taking behavior: A cross-cultural examination.Safety Science, 146:105559, 2022

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Some Large Language Models Exhibit Consistent Risk Attitudes Safety risk tolerance in the construction industry: Cross-cultural analysis.Journal of Construction Engineering and Management, 146 (4):04020022, 2020

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Some Large Language Models Exhibit Consistent Risk Attitudes Personal characteristics and risk tolerance in a natural experiment

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Some Large Language Models Exhibit Consistent Risk Attitudes Deep reinforcement learning from human preferences

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This paper cites Training language models to follow instructions with human feedback.Advances in neural information processing systems, 35:27730–27744, 2022.

Some Large Language Models Exhibit Consistent Risk Attitudes Training language models to follow instructions with human feedback.Advances in neural information processing systems, 35:27730–27744, 2022

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Some Large Language Models Exhibit Consistent Risk Attitudes Risks and rewards in adolescent decision-making.Current opinion in psychology, 48:101457, 2022

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Some Large Language Models Exhibit Consistent Risk Attitudes Prospect theory: An analysis of decision under risk

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Some Large Language Models Exhibit Consistent Risk Attitudes Advances in prospect theory: Cumulative representation of uncertainty.Journal of Risk and Uncertainty, 5(4):297–323, 1992

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Some Large Language Models Exhibit Consistent Risk Attitudes Perceptionofrisk.Science, 236(4799):280–285, 1987

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Some Large Language Models Exhibit Consistent Risk Attitudes Take caution in using llms as human surrogates.Proceedings of the National Academy of Sciences, 122(24):e2501660122, 2025

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Some Large Language Models Exhibit Consistent Risk Attitudes Whose opinions do language models reflect? InProceedings of the International Conference on Machine Learning, pages 29971–30004

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Some Large Language Models Exhibit Consistent Risk Attitudes Large language models show amplified cognitive biases in moral decision-making.Proceedings of the National Academy of Sciences, 122(25):e2412015122, 2025

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Some Large Language Models Exhibit Consistent Risk Attitudes Grok 4 model card.https://data.x.ai/2025-08-20-grok-4-model-card.pdf, 2025

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Some Large Language Models Exhibit Consistent Risk Attitudes Qwen3 Technical Report

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Some Large Language Models Exhibit Consistent Risk Attitudes GPT-5.2 system card.https://cdn.openai.com/pdf/ 3a4153c8-c748-4b71-8e31-aecbde944f8d/oai_5_2_system-card.pdf, 2025

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Some Large Language Models Exhibit Consistent Risk Attitudes Gemini 3 pro frontier safety framework report.https://storage

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Some Large Language Models Exhibit Consistent Risk Attitudes DeepSeek-V3 Technical Report

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Some Large Language Models Exhibit Consistent Risk Attitudes System card: Claude Sonnet 4.5.https://www.anthropic.com/ claude-sonnet-4-5-system-card, 2025

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Some Large Language Models Exhibit Consistent Risk Attitudes Ordinal regression models made easy: A tutorial on parameter interpretation, data simulation and power analysis.International Journal of Psychology, 59(6):1263–1292, 2024

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Some Large Language Models Exhibit Consistent Risk Attitudes Wang, and Robert Krovetz

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This paper cites doi: https://doi.org/10.1016/j.irfa.2024.103773.

Some Large Language Models Exhibit Consistent Risk Attitudes doi: https://doi.org/10.1016/j.irfa.2024.103773

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This paper cites doi: https://doi.org/10.1016/j.iccn.2025.104058.

Some Large Language Models Exhibit Consistent Risk Attitudes doi: https://doi.org/10.1016/j.iccn.2025.104058

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