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”。
'There's no reason for Discord to comply in advance' with social media age verification laws instead of 'fighting for their users' says EFF expert
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2/27/26, 2:34 PM EDT: WIRED updated details about Paramount Skydance's deal with Warner Bros. Discovery.
Somehow still on the fence? Here's a snapshot of what you can expect from these special events: