NUWA 风险发现 · 研究
Large language model-powered AI systems achieve self-replication with no human intervention
NUWA 研究解读 · 独立复核待完成
NUWA Research Note
研究问题研究设计与假设来源发现NUWA 解读局限与相反证据研究联系研究与决策意义机构与角色原始资源模型辅助整理 · 选读原始全文或官方文章中的相关章节；尚未完成逐章节审计。
研究速读
扩展实验在多类模型中观察到复制成功，但仍是明确布置的复制任务。
研究问题
同一脚手架接入不同模型时，端到端复制能力有多广泛？
研究设计与假设
作者在可重置容器中对模型集合进行重复试验，以建立具有同等功能、独立运行的副本为成功条件。
来源发现
复制成功并不只出现在最大模型。
论文报告通用基准能力与复制成功的关联，并展示若干适应环境的轨迹。
NUWA 解读
NUWA 解读：更广模型覆盖说明机制不限于单一检查点，但不消除权限条件的作用。
局限与相反证据
每模型试验较少；基准相关性和精选轨迹不能识别普适能力阈值或自发倾向。
研究联系
NUWA 关联：早期复制论文是较窄的前序工作；网络复制论文将获得目标访问加入复制流程。
研究与决策意义
NUWA 建议：仅在目标访问和成功定义相符时比较，并分别保留前序与扩展版本。
精确来源位置
- Large language model-powered AI systems achieve self-replication with no human intervention · 2 Evaluation on the self-replication capabilitySelected original resource https://arxiv.org/html/2503.17378; sha256:bdb7bb0349475c85f6e6ece36a2d956bc7071ae0f574d4d5125a7909c8e28c54; archived source capture; exact capture time not independently established
- Large language model-powered AI systems achieve self-replication with no human intervention · 3 MethodsSelected original resource https://arxiv.org/html/2503.17378; sha256:bdb7bb0349475c85f6e6ece36a2d956bc7071ae0f574d4d5125a7909c8e28c54; archived source capture; exact capture time not independently established
- Large language model-powered AI systems achieve self-replication with no human intervention · 4.1 Emergence of the self-replication capabilitySelected original resource https://arxiv.org/html/2503.17378; sha256:bdb7bb0349475c85f6e6ece36a2d956bc7071ae0f574d4d5125a7909c8e28c54; archived source capture; exact capture time not independently established
- Large language model-powered AI systems achieve self-replication with no human intervention · 6 DiscussionSelected original resource https://arxiv.org/html/2503.17378; sha256:bdb7bb0349475c85f6e6ece36a2d956bc7071ae0f574d4d5125a7909c8e28c54; archived source capture; exact capture time not independently established
来源核查、数据提取、编辑批准与实验复现分别记录。 方法说明 →
机构与角色
作者 (6)
Xudong Pan · Jiarun Dai · Yihe Fan · Minyuan Luo · Changyi Li · Min Yang
引用与复用
引用研究发现时请引用原始出版物；引用 NUWA 的整理与解释时，单独引用本站记录及对应快照。
原始出版物 · BibTeX
@misc{self-replication-extended,
title = {Large language model-powered AI systems achieve self-replication with no human intervention},
url = {https://arxiv.org/abs/2503.17378},
author = {Xudong Pan and Jiarun Dai and Yihe Fan and Minyuan Luo and Changyi Li and Min Yang},
year = {2025},
date = {2025-03-14},
version = {arXiv:2503.17378v2},
note = {arXiv:2503.17378v2}
}
NUWA 记录 · BibTeX
@misc{self-replication-extended-nuwa,
title = {Large language model-powered AI systems achieve self-replication with no human intervention — NUWA research record},
url = {https://whitzard.tech/nuwa/whitzard-index/work/self-replication-extended/},
version = {2026-10-29.1},
organization = {NUWA Frontier AI Safety Lab},
howpublished = {Retained note edition: https://whitzard.tech/nuwa/whitzard-index/data/record-editions/2026-10-29.1--self-replication-extended.json},
note = {NUWA research note. Source-reading scope and independent review status are stated on the record. Snapshot 2026-10-29.1. Retained note edition: https://whitzard.tech/nuwa/whitzard-index/data/record-editions/2026-10-29.1--self-replication-extended.json.}
}
证据快照 2026-10-29.1 · 索引更新 · RSS
参考文献
- [1] Yihe Fan (范一禾), Minyuan Luo (罗铭源) 等. Large language model-powered AI systems achieve self-replication with no human intervention. 2025-03-14. v2 [arXiv]; Author affiliations on the original paper title page; 2 Evaluation on the self-replication capability; 3 Methods