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。

Works 作品
01
Experiment · GLM-5 · 2026
GBA Emulator
Challenge
GBA 模拟器
挑战
A single AI agent writes a Game Boy Advance emulator from scratch — 700 tool calls, zero parallelism. Consistency is the foundation of long tasks: the 700th call must be as reliable as the 1st. 单个 AI Agent 从零编写 GBA 模拟器——700 次工具调用,零并行。一致性是长任务的根本——第 700 次调用和第 1 次一样可靠。
Launch experiment 启动实验
02
Tool · 2025
MarkPaper
The fastest markdown-to-PDF converter. Paste from ChatGPT, Claude, or any source — get a typeset PDF in seconds. No install, no account. Fully local, fully private. 最快的 Markdown 转 PDF 工具。从 ChatGPT、Claude 或任何来源粘贴,几秒内获得排版精良的 PDF。无需安装,无需注册。完全本地,完全隐私。
markpaper.app
Writing 文章
GLM-5, the Game Boy, and the Long Task Era GLM-5、Game Boy 与长任务时代 2026 ↗
Get in touch 联系

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