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Anthropic’s OSS Scanner uncovered more than 29,000 potential vulnerabilities over six months, but external review teams verified only about 6,000 reports, while 516 vulnerabilities were addressed in their upstream projects. The initiative highlights a widening gap between AI’s ability to detect flaws and maintainers’ ability to verify and fix them.