How would you reason about defense-in-depth for AI safety instead of one perfect filter?

Instruction: Explain why AI safety needs layered controls.

Context: Checks whether the candidate can explain the core concept clearly and connect it to real production decisions. Explain why AI safety needs layered controls.

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I assume every single control will fail sometimes. Defense-in-depth matters because input filters, policy checks, approval steps, and sandboxing each...

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