Open research exchange · 开放学术交流

World Model Community

A focused place to discuss JEPA, LeWM, INTACT, representation learning, and efficient robot control.

面向 JEPA、LeWM、INTACT、表征学习与高效机器人控制的世界模型交流社区。

From the author · 作者寄语

Ideas should have somewhere to keep moving.

Hello, I am Junhan Sun, the first author of INTACT. This is an open community for world-model research. We will share new INTACT results and ideas, and welcome reproductions, constructive criticism, collaboration, and early-stage discussion.

你好,我是 INTACT 第一作者孙俊涵。这里是一个面向世界模型研究的开放交流社区。我们会持续同步 INTACT 的实验进展与新想法,也欢迎复现、建设性批评、合作和自由讨论。

INTACT's launch received attention from Yann LeCun and members of the JEPA community. This space keeps that conversation open: research questions first, status second.

INTACT 发布后得到了 Yann LeCun 和 JEPA 社区研究者的关注。我们希望把这份讨论延续下去:以研究问题为先,以开放交流为本。

JEPA and LeWMPredictive representations, latent dynamics, and evaluation.预测表征、潜在动力学与评测。
INTACTIntent-to-action learning, Direct control, and new results.意图到动作学习、直接控制与最新结果。
Robot world modelsData, planning, control, embodiment, and deployment.数据、规划、控制、具身智能与部署。
Open discussionReproduction, critique, collaboration, and early ideas.复现、批评、合作与早期想法。