We've had glimpses of this kind of vulnerability in the past. In 2024, multiple Ecovacs Deebot X2 robot vacuums across the U.S. were hacked and made to yell racial slurs at owners. Other smart home devices with cameras have faced security breaches, from baby monitors to smart doorbells.
“阴伟达” 的出现，给了市场一丝幻想，但也暴露了公司的无奈，连小众赛道的早期药物都要拿来炒作，可见其业绩压力已经到了何等地步。
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首先，智能体应具备强大的目标理解和规划能力来体现智能的自主性。理想状态下，人类只需给出抽象目标，智能体便能理解目标、拆解任务、规划行动，并在尽量少的人工干预下完成执行闭环。就像影《星际穿越》中的机器TARS，在紧急情况下能够根据"拯救宇航员"这一目标，自主判断局势、制定和调整行动策略，甚至做出牺牲自己数据的决定来完成使命。这要求机器智能有深度“理解/思考”能力（推理、规划、决策），能够敏锐地决策，能够基于执行结果与环境反馈动态调整任务规划，而不是僵化地执行既定路径。