Cross-disciplinary experts from 985 universities and leading AI labs in physics simulation, embodied intelligence, and 3D vision. Deep understanding of physical world modeling and robot-environment interaction, providing physical commonsense reasoning and scene understanding annotations.
The Langhui world models & embodied ai expert team composition and core advantages
朗慧世界模型领域专家团队以C9/985高校+中科院交叉学科硕博为核心，融合计算机视觉、强化学习、认知科学、物理学、神经科学等方向。朗慧坚持顶会论文+跨学科背景双重门槛，确保专家具备世界模型/AGI研发所需的前沿学术能力。
专家团队在物理世界推理、因果推断、多模态对齐、具身智能等世界模型核心方向上具有深度研究积累。在物理仿真场景真实性评估、世界状态因果链标注、多模态理解一致性验证等前沿任务中，朗慧专家凭借跨学科研究经验提供顶级学术级数据。
覆盖任务包括物理规律一致性检验、时空推理链标注、3D场景理解评估、具身操作序列验证、世界知识图谱质量评审等。每份标注通过3轮专业审核——论文/学历验证、跨学科笔试、研究方向答辩，确保标注对标AI研究员水平。
End-to-end annotation services for world models & embodied ai AI
Physical law compliance verification, common sense reasoning chain annotation, physics QA pair generation
3D point cloud segmentation, depth estimation annotation, spatial relationship extraction
Robot manipulation task annotation, affordance labeling, human-robot interaction protocol assessment
Locomotion pattern classification, manipulation action sequencing, task completion evaluation
Simulation fidelity assessment, physical parameter calibration, rendering realism scoring
Object state change annotation, tool use evaluation, environment dynamics labeling
In-depth data services for world models & embodied ai LLM pretraining
Physical commonsense reasoning data, scene dynamics annotation, object interaction modeling
Physical law compliance verification, causal relationship annotation, counterfactual reasoning assessment
3D scene parsing, object affordance labeling, spatial configuration annotation
Robot task planning annotation, manipulation primitive sequencing, navigation path evaluation
Core value delivered by Langhui's world models & embodied ai expert team
Researchers from top universities and cutting-edge AI laboratories
Three-round technical review ensuring physics simulation and 3D vision annotation quality
Physics / 3D Vision / Robotics / Human-Environment Interaction
Deep familiarity with physics simulation, embodied intelligence, and 3D scene understanding frontiers
Strict expert admission criteria ensure professional quality
Computer science, robotics, physics, or related fields
Currently at leading AI laboratory or robotics company
Experience with physics engines (MuJoCo, Isaac Gym) or simulation platforms
Point cloud processing, 3D reconstruction, or scene understanding experience
Proficient in Python and C++
Confirmation and initiation within 2 hours of task assignment
Langhui's differentiated advantages in world models & embodied ai data annotation
Standardized process from requirements to high-quality delivery
Deep understanding of project needs, customized annotation plan
Precisely matched domain experts based on task type
Expert team delivers annotations with full quality monitoring
Three-round quality review before delivery
Are you a world models & embodied ai professional? Join Langhui's certified expert network to advance AI with your expertise.