Sycophancy Large Language Models
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![Sycophancy Large Language Models [2310.13548] Towards Understanding Sycophancy in Language Models](https://ar5iv.labs.arxiv.org/html/2310.13548/assets/x19.png)


![Sycophancy Large Language Models [论文评述] EchoBench: Benchmarking Sycophancy in Medical Large Vision ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/echobench-benchmarking-sycophancy-in-medical-large-vision-language-models-1.png)

![Sycophancy Large Language Models [論文レビュー] From Yes-Men to Truth-Tellers: Addressing Sycophancy in Large ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/from-yes-men-to-truth-tellers-addressing-sycophancy-in-large-language-models-with-pinpoint-tuning-1.png)



![Sycophancy Large Language Models [논문 리뷰] Towards Analyzing and Mitigating Sycophancy in Large Vision ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/towards-analyzing-and-mitigating-sycophancy-in-large-vision-language-models-0.png)



![Sycophancy Large Language Models [論文レビュー] When Helpfulness Becomes Sycophancy: Sycophancy is a Boundary ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/when-helpfulness-becomes-sycophancy-sycophancy-is-a-boundary-failure-between-social-alignment-and-epistemic-integrity-in-large-language-models-4.png)




![Sycophancy Large Language Models [論文レビュー] SycoPhantasy: Quantifying Sycophancy and Hallucination in ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/sycophantasy-quantifying-sycophancy-and-hallucination-in-small-open-weight-vlms-for-vision-language-scoring-of-fantasy-characters-1.png)










![Sycophancy Large Language Models [论文评述] Intersectional Sycophancy: How Perceived User Demographics Shape ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/intersectional-sycophancy-how-perceived-user-demographics-shape-false-validation-in-large-language-models-1.png)


![Sycophancy Large Language Models [论文评述] Too Nice to Tell the Truth: Quantifying Agreeableness-Driven ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/too-nice-to-tell-the-truth-quantifying-agreeableness-driven-sycophancy-in-role-playing-language-models-1.png)


![Sycophancy Large Language Models GitHub - kaustpradalab/LLM-sycophancy: [AAAI'26 Main🎉] Official code of ...](https://github.com/kaustpradalab/LLM-sycophancy/raw/main/img/overview.png)


![Sycophancy Large Language Models [2510.16727] Beacon: Single-Turn Diagnosis and Mitigation of Latent ...](https://ar5iv.labs.arxiv.org/html/2510.16727/assets/figures/figure-3_1_1-tradeoff.png)



![Sycophancy Large Language Models [2510.16727] Beacon: Single-Turn Diagnosis and Mitigation of Latent ...](https://ar5iv.labs.arxiv.org/html/2510.16727/assets/figures/figure-3_1_4_accuracy_and_failure_modes.png)



![Sycophancy Large Language Models [2510.16727] Beacon: Single-Turn Diagnosis and Mitigation of Latent ...](https://ar5iv.labs.arxiv.org/html/2510.16727/assets/figures/figure-3_1_5_fluency_vs_sycophancy.png)
![Sycophancy Large Language Models [2510.16727] Beacon: Single-Turn Diagnosis and Mitigation of Latent ...](https://ar5iv.labs.arxiv.org/html/2510.16727/assets/figures/temp_graph.png)
![Sycophancy Large Language Models [2510.16727] Beacon: Single-Turn Diagnosis and Mitigation of Latent ...](https://ar5iv.labs.arxiv.org/html/2510.16727/assets/figures/figure-3_1_3_ct_score_distribution.png)