📄 中文摘要
现代AI代理具有强大的能力，但它们往往过于自信，无法可靠地识别自己的错误。一个小的早期错误可能会悄然发展成全面的失败，这种现象被称为幻觉螺旋。解决这一问题并不在于构建更大的模型，而是需要更有效的方法来提高AI的自我识别能力和错误纠正机制。
AI代理的隐患问题：它们不知道何时出错
出处: The Hidden Problem With AI Agents: They Don't Know When They're Wrong
发布: 2026年2月15日
📄 English Summary
The Hidden Problem With AI Agents: They Don't Know When They're Wrong
Modern AI agents are powerful but dangerously overconfident, often failing to recognize when they are wrong. A small early mistake can silently cascade into a full failure, a phenomenon termed the spiral of hallucination. The solution to this issue does not lie in building larger models, but rather in developing more effective methods to enhance AI's self-awareness and error correction mechanisms.