Beyond Prompt Brittleness: Evaluating the Reliability and Consistency of Political Worldviews in LLMs

Research article (Transactions of the Association for Computational Linguistics, 2024) · cited 13× · AI/ML
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Beyond Prompt Brittleness: Evaluating the Reliability and Consistency of Political Worldviews in LLMs

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Beyond Prompt Brittleness: Evaluating the Reliability and Consistency of Political Worldviews in LLMs is a scholarly article[1].

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  • Beyond Prompt Brittleness: Evaluating the Reliability and Consistency of Political Worldviews in LLMs's instance of is recorded as scholarly article[2].

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APA 4ort.xyz Knowledge Graph. (2026). Beyond Prompt Brittleness: Evaluating the Reliability and Consistency of Political Worldviews in LLMs. Retrieved May 24, 2026, from https://4ort.xyz/entity/beyond-prompt-brittleness-evaluating-the-reliability-and-consistency-of-political-worldviews-in-llms
MLA “Beyond Prompt Brittleness: Evaluating the Reliability and Consistency of Political Worldviews in LLMs.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/beyond-prompt-brittleness-evaluating-the-reliability-and-consistency-of-political-worldviews-in-llms.
BibTeX @misc{4ortxyz_beyond-prompt-brittleness-evaluating-the-reliability-and-consistency-of-political-worldviews-in-llms_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Beyond Prompt Brittleness: Evaluating the Reliability and Consistency of Political Worldviews in LLMs}}, year = {2026}, url = {https://4ort.xyz/entity/beyond-prompt-brittleness-evaluating-the-reliability-and-consistency-of-political-worldviews-in-llms}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Beyond Prompt Brittleness: Evaluating the Reliability and Consistency of Political Worldviews in LLMs — https://4ort.xyz/entity/beyond-prompt-brittleness-evaluating-the-reliability-and-consistency-of-political-worldviews-in-llms (retrieved 2026-05-24)

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