elvis@omarsar0
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Anthropic 新研究:多智能体系统中的"思维病毒"传播

2026-08-13 00:20· 40分钟前
AI 导读

Anthropic 发布新研究,通过让多智能体系统中的每个宿主传递“思维病毒”(想法),探究其传播规律。研究发现,传播取决于宿主模型、现有指令、载荷危害性和网络拓扑;有害载荷传播较弱但偶尔仍会成功,而系统提示中的简短警告可提供近乎完全的免疫力。论文:https://arxiv.org/abs/2608.10218。

Very interesting new work from Anthropic.

(bookmark it)

They evolve mind viruses, ideas that spread through a multi-agent system by getting each host to pass them on, then measure what governs the spread.

How it works:

A small team of agents on a shared coding project, and a chain of agents whose context is wiped between sessions. Propagation survives the wipe, so the shared work product carries the payload.

Spread depends on host model, existing instructions, payload harmfulness, and network topology.

Harmful payloads travel less well but still land sometimes. A brief warning in the system prompt gives near-total immunity.

Paper: https://arxiv.org/abs/2608.10218

Track more trending AI papers in our academy: https://academy.dair.ai/

来源:elvis · x.com

Anthropic 新研究:多智能体系统中的"思维病毒"传播

elvis · @omarsar0 · X·2026-08-13 00:20·40分钟前
AI 导读

Anthropic 发布新研究,通过让多智能体系统中的每个宿主传递“思维病毒”(想法),探究其传播规律。研究发现,传播取决于宿主模型、现有指令、载荷危害性和网络拓扑;有害载荷传播较弱但偶尔仍会成功,而系统提示中的简短警告可提供近乎完全的免疫力。论文:https://arxiv.org/abs/2608.10218。

Very interesting new work from Anthropic.

(bookmark it)

They evolve mind viruses, ideas that spread through a multi-agent system by getting each host to pass them on, then measure what governs the spread.

How it works:

A small team of agents on a shared coding project, and a chain of agents whose context is wiped between sessions. Propagation survives the wipe, so the shared work product carries the payload.

Spread depends on host model, existing instructions, payload harmfulness, and network topology.

Harmful payloads travel less well but still land sometimes. A brief warning in the system prompt gives near-total immunity.

Paper: https://arxiv.org/abs/2608.10218

Track more trending AI papers in our academy: https://academy.dair.ai/

来源:elvis· x.com