Sweat For Generation 血汗与生成
-Experiencing The Labor Unseen 体验不可见的劳动

Interactive Installation 交互装置
30cm*45cm*25cm
2025



Collaborative Work 合作作品
Installation & Fabrication & Physical Computing : Ziwei Ji
System Architect & Creative Technologist : Amo Zeng
Data Visualization: Xiesiyuan Shu, Yuqing Zhang
Interactive Installation交互装置
30cm*45cm*25cm
2025
Behind every seemingly effortless AI interaction lies a vast, invisible chain of resource costs—minerals, water, electricity, and human labor—that is far too often ignored. This project renders AI’s power consumption as a tangible physical experience, dismantling the illusion of "cost-free" technology.
Participants are invited to submit prompts via a web page, but there is a catch: to see the AI's response printed, they must perform an equivalent amount of physical labor by turning the paddle. Once the AI's response is fully printed, the device reveals the token count and the exact energy consumed to generate that specific response.
在每一次状似轻松的 AI 交互背后,都隐藏着一条庞大而不可见的资源消耗链——矿物、水、电力、人类劳动,而这些成本往往被忽视。这个项目将 AI 的能量消耗转化为可感知的身体体验,以打破“技术是无成本的”这一幻觉。
参与者可以通过网页向 AI 提出问题,但有一个前提:要看到 AI 的回答被打印出来,必须通过转动装置付出与AI生成回答所消耗的能量相当的体力劳动。当 AI 的回答被完全打印完,设备还会显示生成该次回答所使用的 token 数量以及实际消耗的能量。
Exhibition
Making
Beyond Interface&Prompt
Willamsburg Art&Historical Center
4/18/2025-5/17/2025

