Apart Research Agent Attribution Hackathon
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About this hackathon
A 3-day online research sprint (Nov 27–29, 2026) by Apart Research on agent attribution: can you tell whether an AI agent is acting on its own, loosely supervised, or closely steered by a human? Three tracks: build attribution classifiers on a labelled dataset (scored on a held-out test set), simulate agents designed to evade attribution, or hunt for rogue agents in the wild. Submit a research report (max 8 pages) by Nov 29, 11:59 PM AoE. $2,000 in cash (1st $1,000) plus a fast track to the Apart Fellowship. Open globally, solo or in teams; no AI safety background needed.
- Status
- Deadline
- 2026-11-29
- Starts
- 2026-11-27
- Who
- Open to all (Engineers, researchers and people from any field; no AI safety background needed; online and global, solo or teams (up to 5 recommended), max two projects per person)
- Level
- Advanced
- Prize
- $2k · $2,000 in cash (1st $1,000 / 2nd $500 / 3rd $300 / 4th and 5th $100 each); top teams are fast-tracked to the Apart Fellowship
- Size
- —
- Format
- Online · International
- Location
- Denver (online; placed at organizer’s city)
Browse similarOnline hackathonsAI hackathonsAI Agent hackathonsCybersecurity & AI Safety hackathonsHackathons in November 2026
Original listing (Chinese)
The full original listing below is in Chinese, as published in the Hack123 newsletter.
一句话简介:AI 安全研究机构 Apart Research 的 3 天线上研究冲刺,主题是「智能体溯源」:一个 AI Agent 出事时,判断它是自己在跑、被人松散监督,还是被人紧密操控。
看点:三个赛道——检测(在标注好的日志和对话数据集上训练归因分类器,用隐藏测试集打分)、模拟(做能躲过归因的 Agent,反过来给分类器做压力测试)、发现(在公开网络上找「流氓 Agent」);交的是最多 8 页的研究报告(PDF),代码和演示视频可选;可以基于已有研究,但只评这个周末新做的部分;全球线上,个人或组队,不需要 AI 安全背景
奖金:现金共 2,000 美元,第一名 1,000、第二名 500、第三名 300、第四和第五名各 100;优胜队可快速进入 Apart Fellowship
截止日期:2026年11月29日 23:59(AoE,北京时间 11月30日 19:59)(线上,全球)
活动日期:2026年11月27日—29日(线上,Discord + Zoom)
Summarized from the organizer’s page and public posts. Please confirm details on the official site before registering.