Projects

2-minute research overview两分钟研究介绍 Open video ↗打开视频 ↗

SWE-Shift

A benchmark for coding agents in evolving workspaces, pairing unchanged and changed continuations from the same saved state across 120 scenarios, 12 change families, and nine intervention positions.面向持续变化工作环境的 Coding Agent 评测。从同一保存状态出发,对比保持原样与引入变化后的执行,覆盖 120 个场景、12 类变化及 9 个干预位置。

Mind-Omni overview connecting MindLabel, MindVLA-U1, Streaming Intent, DIAL, MindSim, and AnyScene

Mind-Omni

A Physical AI project series spanning streaming VLA, intent-conditioned planning, world simulation, and data engines.覆盖 streaming VLA、意图条件规划、世界模拟与数据引擎的 Physical AI 项目系列。

Lumina-mGPT 2.0 decoder-only architecture for text and reference-image conditioned generation

Lumina-mGPT 2.0

An open autoregressive model for image generation, editing, and visual prediction.面向图像生成、编辑与视觉预测的开放自回归模型。

Vision-to-music overview of datasets, generation methods, evaluation, and challenges

Awesome Vision-to-Music

A curated map of datasets, methods, and evaluation resources for vision-to-music generation.面向 Vision-to-Music Generation 的数据集、方法与评测资源索引。

AISafetyLab framework connecting model attacks, defenses, and safety evaluation

AISafetyLab

A framework for evaluating attacks, defenses, and safety risks across large language models.面向大语言模型攻击、防御与安全风险评测的一体化框架。