Executive Summary

Security automation produces more value when systems can interpret context, make bounded decisions, and explain why a workflow moved from one step to the next.

Publication Details

Notes

This placeholder paper should explain why tool execution alone is not enough for many security workflows. A good final version would compare deterministic automation with reasoning-assisted orchestration, discuss where guardrails are required, and outline the kinds of operational tasks that benefit from richer context handling.

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