Evidence Loops, Not Bigger Prompts: The Next Edge in AI Vulnerability Research

1. 1Apply AI tools to compress iteration cycles in security research
2. 2Configure evidence loops to enhance vulnerability detection
3. 3Test AI-assisted workflows to improve research efficiency
4. 4Analyze results to identify potential security threats
5. 5Refine AI models to improve evidence-based research outcomes

Security researchers and AI engineers can benefit from this knowledge to improve their vulnerability research workflows and collaborate more effectively

💡 AI compresses the iteration cycle from suspicion to evidence in security research, augmenting human capabilities

💡 AI enhances security research by compressing iteration cycles, not replacing human researchers #AI #Cybersecurity