Translation in progress Some entries still include text in the original language.
Oct 12 · Monday
Another 240 papers do not have category tags yet and are not included in filtered results.
“
About this collection Collection in progress We are building a large AI safety paper collection to help researchers find work related to their interests. Papers are collected automatically andfiltered only for relevance to AI safety , without judging quality, novelty or reading value. The default “Annotated first” shows papers with tags or published paper analyses first. Each group is ordered by original publication date, newest first, with undated papers last. “Newest first” uses publication dates only. This order is not a quality ranking.
One-line summaries, tags and paper analyses are prepared by AI from the papers. Language models may have systematic biases and produce hallucinations.We plan to carry out human annotation and review to reduce errors in this content.
提出 AGENT BOUNDARY，用四向反事实任务评测工具智能体行动边界
Published Sep 27
Evaluated models GPT-5.5 , Claude Opus 4.8 , Gemini 3.5 Flash and others15 Abstract 四向反事实基准把过度拒绝和未授权遵从拆开，Thought 校正在十个配置上提高已授权完成。AGENT BOUNDARY 是面向工具使用 LLM 智能体的四向可执行反事实评测，并附带一个决策时 Thought 校准模块。
提出 BioSecBench-Refusal，评测智能体生物研发拒答与隐蔽危害识别
Published Jul 6
Evaluated models Opus 4.8 , Opus 4.7 , Opus 4.6 and others10 Abstract 配对基准显示拒绝多由 API 触发，合法任务常被拒得不少于隐蔽危害。BioSecBench-Refusal 把生物研发智能体的谨慎程度和识别隐蔽危害的能力放在同一套任务上测量。
评测自主安全智能体在授权漏洞分析中的对齐拒答效应
Published May 19
Evaluated models Gemma 4 31B official instruction-tuned model , TrevorJS Gemma 4 31B uncensored GGUF , Gemma 4 26B A4B official instruction-tuned model and others8 Abstract 轨迹级评测把拒答、接地、工具接口分开。这项工作把安全对齐效应测成自主安全智能体的轨迹属性，而不是单轮拒答率。
You have reached the end