Sort LLM Risks by Control Motion

Sort each LLM security item by the first control motion you should design. Prevent first Detect first Respond first Restrict an agent from calling production write tools unless approval is present Wrap retrieved web pages as untrusted evidence before they enter the model context Alert when model output asks for secrets, tokens, or hidden system instructions Monitor repeated prompt-injection probes against the same assistant endpoint Pause an affected AI workflow and preserve prompts after unsafe automated action Notify owner and rotate exposed credentials after a model leaks a secret in chat Require a signed model artifact and approved dependency path…

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