paper_type.json (242B)
1 { 2 "paper_type": "empirical", 3 "reason": "Large-scale experimental study quantifying security vulnerabilities in AI-generated patches across 20,000+ SWE-bench issues, with specific numerical findings comparing LLM and agentic frameworks." 4 }