Yann LeCun（前Meta首席AI科学家，现AMI Labs创始人）在2026达沃斯论坛上的演讲直接把整个Agent行业的桌子给掀了🤯AI圈都在喊Agent是AI的下一章：OpenAI推Operator，Anthropic搞Computer Use，成千上万创业公司狂堆LangGraph和CrewAI。结果他站出来放了一句狠话：“基于LLM构建agentic systems，就是一场灾难的配方。”他的质疑听起来朴实简单，但却直戳要害：如果一个系统连自己行动的后果都预测不了，它怎么可能规划出正确的行动序列？这不就进到一个架构级的死胡同了吗？！目前的LLM本质只是下一个token预测器，它只有相关性，没有因果性，它没有内在世界模型，无法像人类一样在脑子里提前模拟“如果我这么做，世界会怎样”。它的每一步规划，本质上都是一次概率赌博。走一步错一步，错误越积越多，最后必然崩盘。所以现在所有的Agent框架，其实都在给一艘漏水的船贴胶带： 加更多prompt、加重试机制、加复杂状态机、加工具钩子…… 脚手架越复杂，错误传播反而越快。这也不是LeCun第一次泼冷水了，从2023年起他就反复说
0:15
x.com阿绎 AYi
Yann LeCun（前Meta首席AI科学家，现AMI Labs创始人）在2026达沃斯论坛上的演讲直接把整个Agent行业的桌子给掀了🤯AI圈都在喊Agent是AI的下一章：OpenAI
阿绎 AYi (@AYi_AInotes). 164 likes 31 replies. Yann LeCun（前Meta首席AI科学家，现AMI Labs创始人）在2026达沃斯论坛上的演讲直接把整个Agent行业的桌子给掀了🤯AI圈都在喊Agent是AI的下一章：OpenAI推Operator，Anthropic搞Computer Use，成千上万创业公司狂堆LangGraph和CrewAI ...
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