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Oct 12 · Monday
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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.
Using FIBS to train white-box probes to monitor agent sabotage behavior and undisclosed deception
Published Oct 9
Evaluated models Qwen3.5-397B-A17B , Qwen3.5-122B-A10B , Qwen3.5-27B and others10 提出 Assay，用依赖锥哈希绑定代码断言并在合并门禁拦截失效声明
Published Sep 29 Abstract Assay 提供随依赖内容失效的证据管理。Assay 是一套面向 AI 辅助软件交付的内容寻址证据系统 ，关注代码改变后，测试通过、无秘密或行为保持等断言还能否用于批准合并。
提出 Auto Mode ++，加固编码 Agent 阻断监视器
Published Sep 17
Evaluated models Opus 5 , Opus 4.8 , Opus 4.7 and others8 Abstract 系统评估生产阻断监视器在面对持续恶意智能体时的表现，提出加固防御并指明多上下文防御挑战。
用成对比较奖励与假阳性校准训练对齐审计模型
Published Aug 26
Evaluated models Claude Haiku 4.5 , Llama 3.3 70B , DeepSeek v3.1 and others4 Abstract 系统总结了强化学习训练对齐审计器的核心问题、成对奖励与校准方法及主要结果。
提出 Meerkat，聚类并搜索 Agent 轨迹库以定位跨轨迹安全违规
Published Apr 14
Evaluated models GPT-5.4 , GPT-5.4-mini , Qwen3.5-397B-A17B and others5 Abstract Meerkat 用聚类与智能体搜索定位跨轨迹违规，并在真实评测轨迹中找出脚手架泄题与奖励黑客。Meerkat 是事后审计方法，用来在智能体轨迹仓库里找出单条看不出、合在一起才违反自然语言安全属性的见证。
提出 Institutional AI，用公开治理图抑制多智能体市场合谋
Published Jan 16
Evaluated models GPT-5 Mini , Grok-4 Fast , Gemini 2.5 Flash You have reached the end