Blog

We explore
how AI exists
in the world.
探索 AI
在世界中的
存在方式。

Foundation models opened a door of infinite possibilities. The paths beyond that door remain unexplored. Chat interfaces alone cannot unlock the full potential of these models — we search for the paradigms that will. Foundation Model 打开了无限可能性之门,门后的路是同样需要被探索的第二曲线。聊天界面无法释放模型潜能——我们开辟一条又一条「范式之路」,连接用户、场景与模型。

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A function: abstraction in, tangible out. Each project is an attempt to answer one question — what can AI become, beyond a chatbot? 一个函数:输入抽象,输出实体。每一个项目都在回答同一个问题——超越聊天框,AI 还能成为什么?

Papers, prototypes, public experiments. 论文、原型、公开实验。

Writing 文章
GLM-5, the Game Boy, and the Long Task Era GLM-5、Game Boy 与长任务时代 2026 ↗
Works 作品
01
Tool · 2025
MarkPaper MarkPaper
A browser-based tool that turns markdown into typeset PDFs. Built to solve a friction we kept hitting — getting AI-generated text into something shareable. No server, no account, runs entirely local. 浏览器端的 Markdown 转 PDF 工具。解决我们自己反复遇到的问题——把 AI 生成的文本变成可分享的文档。无服务器,无需注册,完全本地运行。
markpaper.app markpaper.app
02
Experiment · GLM-5 · 2026
GBA Emulator Challenge GBA 模拟器挑战
Can a single AI agent, with no parallelism, write a GBA emulator from scratch? We designed this experiment to probe long-task consistency in GLM-5 — 700 tool calls, one continuous process. 单个 AI Agent 能否在无并行条件下从零编写 GBA 模拟器?我们设计了这项实验来探测 GLM-5 的长任务一致性——700 次工具调用,一个持续运行的过程。
Launch experiment 启动实验
Get in touch 联系

Collaborations, research,
or just a thought —
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合作、研究,
或任何想法——
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