“Those reports were deeply disturbing, reports saying that OpenAI did not contact law enforcement in a timely manner," said Canadian Artificial Intelligence Minister Evan Solomon ahead of the discussion with company leaders. "We will have a sit-down meeting to have an explanation of their safety protocols and when they escalate and their thresholds of escalation to police, so we have a better understanding of what’s happening and what they do."
Source: Computational Materials Science, Volume 266
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为此，智能体工程通常通过以下几类手段给大模型加“外骨骼”以改善可靠性：引入检索与知识库（RAG）以降低幻觉和知识陈旧的影响；预先设计和约束工作流，而不是完全自由的“自治智能体”，以此限定可接受的执行路径；通过多次回答、自一致性检查或模型间交叉验证，识别并过滤高风险输出；在关键链路节点上设置人工审批，让人类对高风险动作“最后拍板”。