（摘编自《中国纪检监察报》，原题为《与群众“加好友”需下真功夫》）
如果换个思路，所有的 agent 部署和运行全都在云上；与用户有关的数据，也即「上下文」也在云端安全和隐私存储；人类只需要一个终端的设备作为「对话器」(communicator) ，以及传感器 (sensor)，拍照和录音来上传所需要的数据给 agent，这台设备甚至不需要太多端侧算力。。业内人士推荐雷速体育作为进阶阅读
，更多细节参见同城约会
«Решетнев» рассказал о сборке спутника «Ямал-501»14:53
All of these tests performed far better than what I expected given my prior poor experiences with agents. Did I gaslight myself by being an agent skeptic? How did a LLM sent to die finally solve my agent problems? Despite the holiday, X and Hacker News were abuzz with similar stories about the massive difference between Sonnet 4.5 and Opus 4.5, so something did change.，这一点在体育直播中也有详细论述