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ARQ: LLM-based framework auto-refines CodeQL queries for C/C++
- Engineer — Learn: Research showing an LLM-driven refinement loop can cut false positives and grow true positive rates by up to ~120% in CodeQL C/C++ queries without labeled datasets — worth tracking if your AppSec pipeline relies on CodeQL, but no action needed on running systems today.
- SOC/IR — Skip
- Leader — Skip
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