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Phase 0: Qwen extracts 14 structured intake flags (personal_data, marketing, profiling, ai_usage, etc.) instead of keyword matching. Fallback to keywords if LLM unavailable. Flags feed into UCCA for accurate scoring. Phase 1: Control relevance filter removes false positives. C_TRANSPARENCY only recommended if AI/ML keywords found in text. 7 control rules with keyword lists + intake flag fallback. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>