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Oct 12 · Monday
Another 265 papers do not have category tags yet and are not included in filtered results.
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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 SAGE，定位代码修复 Agent 最早偏离安全意图的轮次
Published Oct 5
Evaluated models GPT-5.5 , Claude Opus 4.8 , Gemini 3.1 Pro and others6 Abstract SAGE 在已通过检查的修复轨迹上定位静默失败的最早偏离，类型比轮次更稳定。SAGE 在已通过语法和功能检查、但仍含确认安全缺陷的智能体修复轨迹上，定位最早可归因的安全意图偏离。 。
提出 IEC 与 IntAct，测量并修复 Agent 工具调用的路径篡改
Published Oct 3
Evaluated models qwen3-coder-plus , Qwen2.5-Coder-32B , Qwen2.5-72B and others4 Abstract 论文界定工具调用在执行路径中的意图偏离问题，提出无执行归因协议与跳级修复，为智能体工程提供评测与设计准则。
提出竞争风险模型系统化自主 Agent 失控并审计事件与评测
Published Sep 30 Abstract 竞争风险框架把完成、停止与逃逸放在同一预算上，审计显示现有记录不足以估计该过程。
用五阶段蒙特卡洛分析奖励作弊如何导致 Agent 围堵失效
Published Sep 26 Abstract 分层控制的模拟事件率低于弱控制以及单独隔离或单独监控。这项研究用蒙特卡洛把奖励黑客接到外部安全事件上，比较的是控制组合，不是 Hugging Face 事件的再现概率。
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