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Treat this framework as a design checklist when building agentic systems that execute tools in production — it surfaces the specific authorization and evidence gaps that prompt injection and unchecked tool dispatch can exploit.
Teams building or securing LLM applications should adopt causally-linked, cryptographically-chained audit logs — not just event logs — to reconstruct multi-step agent behavior and satisfy forensic or compliance investigations.
Security teams building or auditing LLM-powered tools should apply least-privilege to every agent tool grant and run red-team testing against deployed applications using tools like Garak or Promptfoo — not just evaluate the underlying model.
Researchers and reviewers using AI writing assistants must implement verification discipline—provenance logging, citation checking, and explicit human review—to prevent hallucinated content from entering peer-reviewed literature, mirroring accountability structures already adopted in legal practice.