trustworthiness

"通过将通过稀疏线性探针推导出的内部真实信念与潜在空间中的最终生成轨迹进行数学比较，我们量化并检测模型从事不诚实行为的倾向。"

"These findings demonstrate that modern LLMs internalize psychologically grounded trust signals without explicit supervision, offering a representational foundation for designing credible, transparent, and trust-worthy AI systems in the web ecosystem."

"Social cues improve perceived outcomes and experiences, promote reflective information behaviors, and reveal limits of current LLM-based search."

"The paper demonstrates that some reasoning models are unable to compute even simple addition problems."

"The source is ArXiv, indicating a peer-reviewed research paper."

"The article is based on a paper from ArXiv."

"The paper focuses on conditional coverage within the context of conformal prediction."

"The research originates from ArXiv, indicating a peer-reviewed or pre-print academic publication."

"The research is based on observations inspired by the Werewolf game."

"The research focuses on the pitfalls of reasoning in multi-solution tasks."

"The article likely explores the use of mixed precision in the context of enhancing AI trustworthiness."

"Hallucination is presented as an inherent limitation of LLMs."

"The article's key fact would be the description of the verification process and the specific advantages of using MCTS."

"The article's core argument is likely that deep learning alone is insufficient for building trustworthy AI."