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AI Security Firm Irregular Secures $80M to Test and Secure Frontier AI Models Against Emergent Risks

AI security company Irregular raised $80 million led by Sequoia Capital to develop systems that identify emergent risks in frontier AI models before they are released. The company uses complex network simulations where AI agents act as both attackers and defenders to test model vulnerabilities and security weaknesses.