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negativeSYS.SOURCE: TechCrunch2026-07-24T01:00:00Z

AI Guardrails Impede Offensive Cybersecurity Research Efforts

AI guardrails implemented by major tech companies are hindering offensive cybersecurity researchers' ability to test vulnerabilities and develop exploits. Researchers are forced to use open-source models without restrictions, creating a tension between security safeguards and effective threat detection.

We spoke with several cybersecurity researchers, who look for unknown vulnerabilities and develop tools to exploit them, about how OpenAI’s and Anthropic’s guardrails affect their work.

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