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Will AI Kill Bug Bounty?

AI tools are increasingly automating vulnerability detection. Is this the end of human bug bounty, or the beginning of a new collaboration?

The rise of AI-specialized security tools raises a legitimate question: will security researchers be replaced?

What AI does well

LLMs are remarkably effective on known vulnerabilities: trivial SQL injection, reflected XSS, misconfigured HTTP headers. Burp Suite now integrates AI assistants. Automated scanners have taken a leap.

What AI doesn't replace

Business logic. Reasoning about real-world impact. Understanding the application context that makes a "theoretical" vulnerability exploitable in a specific scenario. Complex exploit chains.

My conclusion

AI will kill bug bounty for basic vulnerabilities. It will democratize access to security testing. But it will also raise the bar: the human researchers who survive will be those who can think like attackers, not like scanners.