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YHN1d ago
5.7

AI cybersecurity is not proof of work

surprisetalk

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Analysis

Viral velocity
medium
Implementation gapYES
Novelty6/10
Categorydiscussion
Topics
cybersecurityagentsautomation

Opportunity Brief

Develop an automated security auditing tool that uses reasoning agents to simulate adversarial proofs-of-work on codebase vulnerabilities. This helps devs proactively patch exploits before they go live.

Suggested repo: proofguard

"Automate your security posture with AI-driven vulnerability exploitation."

Estimated effort: 120h