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. 长任务时代的探索。Emulator Challenge 是一次专门设计给大模型的长任务挑战——单个 Agent 从零开始,横跨内核、音频、图形到最终的 3D 界面与 UX 设计,700 次工具调用,零并行,一个连续过程走完全程。
Launch experiment 启动实验
02
Tool · 2025
MarkPaper
Markdown and chat are AI's comfort zone — but saving and sharing still feels unfinished. An AI-native tool that turns markdown into typeset PDFs in the browser, closing the last-mile gap between generation and deliverable. Markdown & Chat 到 PDF 渲染工具(本地即开即用)。Markdown 与对话是 AI 的舒适模态,但保存与分享的体验仍然粗糙。一个 AI Native 的浏览器端排版工具,把 Markdown 直接变成接近成品的 PDF,消除生成到交付之间的最后一段阻力。
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

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