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Author

Bohan Jiang

Arizona State University

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Preprint Aug 2026

The Emergence of Causal Curiosity from Prior Causal Belief Networks

Causal curiosity is foundational to human cognition. It is the desire to understand why events happen, what mechanisms underlie them, and how outcomes can be explained or anticipated. It motivates exploration, sustains attention, and fuels the search for new knowledge. However, despite consensus on the importance of ca...

Zhuo-Yu Shi, Xin-Tong Jiang, Bohan Jiang et al. · 0 citations
Preprint Aug 2026

Measuring and Detecting Harmful AI Sycophancy

It is demonstrated that detection performance drops on unseen models and an initial approach is proposed to address this challenge, and it is shown that detecting PSRS is feasible from the response text alone, and detectors need to learn subtle PSRS patterns from the training data.

Bohan Jiang, Dawei Li, Yasin N. Silva et al. · 0 citations
Preprint Jul 2026

TextCloak: Thwarting Unauthorized LLM Exploitation via RL-Driven Unlearnable Text

Comprehensive experiments demonstrate that TextCloak consistently impairs unauthorized fine-tuning while maintaining text utility for legitimate use, highlighting its broad applicability as a practical defense against unauthorized LLM exploitation.

Chengshuai Zhao, Pingchuan Ma, Dawei Li et al. · 0 citations

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