Daybreak and Future of Secure Software Development

OpenAI's Daybreak initiative applies frontier AI to vulnerability discovery and secure code analysis, but the real cybersecurity challenge isn't tool capability — it's operational execution. Most attacks exploit known vulnerabilities, credential theft, and identity abuse rather than zero-days. AI raises the baseline for software quality but doesn't eliminate existing exposure or address attack paths that bypass code entirely. The limiting factor remains the ability to detect, prioritize, and respond to risk consistently in real environments, not the sophistication of discovery tools.