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Oct 12 · Monday
Another 261 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.
Proposes RATED, which reranks agent tool retrieval using execution feedback
Published Oct 10
Evaluated models DRAGON 提出 HERA，协同演化 harness 与环境以提升 Agent 拒答准确性
Published Oct 5
Evaluated models GPT-5.6-Luna , GPT-5.6-Terra , GPT-5.6-Sol and others20 Abstract HERA 用失败协同演化 harness 与环境，并在迁移评测中提高 Abstain。HERA 在模型权重固定时，让 harness 与可执行环境按失败协同演化，以改进 agentic abstention。
提出 WebFovea，加固视觉网页智能体的解析、执行、反馈与观察往返
Published Oct 2
Evaluated models claude-opus-4-6 提出离线两阶段框架，诊断易翻转步骤并生成记忆指南以稳定智能体
Published Sep 8
Evaluated models GPT-4.1 , GPT-OSS-120B Abstract 用离线一致性诊断生成记忆指南，在 AppWorld 上提高重复全通过率。作者要缩小的是 LLM 智能体平均通过、重复不稳之间的 consistency gap，即 Mean@k 减 Passˆk。
提出 AgentRewind，支持长程 Agent 回退对齐检查点并继续执行
Published Aug 14
Evaluated models GPT-5.4 , GPT-5.4 mini , Qwen3.7-Max and others7 You have reached the end