Unverified50% confidenceFactExact time
The key difference between alignment and containment is: alignment is an internal property of the model, while containment is an external constraint on the system.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedContainment originates from safety engineering and AI control theory, referring to the ability to limit a model's behavioral boundaries through external mechanisms even when its goals deviate or it is maliciously exploited, such as sandbox isolation, capability threshold triggers, manual kill switches, and behavioral audit logs.76% similarUnverified提示注入针对系统架构，越狱针对模型价值观对齐本身，这是两类攻击的根本区别74% similarUnverifiedA well-aligned model is harder to induce into dangerous behavior, and robust security mechanisms also provide guarantees for the realization of alignment goals, making the two deeply intertwined.70% similarUnverifiedSetting the security boundary outside the prompt is not a distrust of model capabilities, but a respect for the basic laws of systems engineering.69% similarUnverified可观测性源自控制理论，指仅通过系统外部输出推断其内部状态的能力，与传统监控的区别在于强调面对未知问题时的调试能力69% similar
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