Over the past year, humanoid robots have made significant strides in perception, locomotion, and interaction capabilities. In terms of mobility, companies like Tesla, Boston Dynamics, and UBTECH have demonstrated smoother and more stable bipedal walking, enabling robots to navigate complex terrains such as stairs, slopes, and uneven surfaces with greater ease. Moreover, by integrating large language models and multimodal AI, humanoids now possess basic conversational understanding, task planning, and contextual memory—allowing them to carry out everyday tasks like pouring water or organizing objects based on verbal instructions. Advances in tactile sensors and force-feedback technology have also enhanced their ability to grasp fragile or soft items with precision, improving both safety and practicality. Application-wise, humanoid robots are moving beyond labs into homes, factories, and public services; pilot programs in Japan and China already deploy them for elderly care and warehouse logistics. Overall, 2023–2024 marked a pivotal transition for humanoid robots—from merely ‘being able to move’ to truly ‘being useful’—as their skill sets rapidly evolve toward real-world usability and human-like responsiveness.
过去一年，人形机器人在感知、运动与交互能力方面取得了显著突破。首先，在运动控制方面，多家公司如特斯拉（Tesla）、波士顿动力（Boston Dynamics）和优必选（UBTECH）展示了更流畅、稳定的双足行走能力，甚至能在复杂地形如楼梯、斜坡或不平地面自如移动。其次，得益于大语言模型与多模态AI的融合，人形机器人开始具备基础对话理解、任务规划与上下文记忆能力，能根据人类指令完成如倒水、整理物品等日常任务。此外，触觉传感器与力反馈技术的进步，使机器人能更精细地抓取易碎或柔软物体，提升了操作安全性与实用性。在应用场景上，人形机器人正从实验室走向家庭、工厂与公共服务领域，例如在日本和中国已有试点用于养老陪护或仓储物流。总体来看，2023至2024年是人形机器人从“能动”迈向“会用”的关键阶段，其技能组合正快速向实用化、人性化靠拢。
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