Making AI Headlines · Page 6
Cloudflare Connects AI Vulnerability Work to Human Review
· New York time
Cloudflare uses OpenAI's Daybreak to investigate vulnerabilities and propose fixes for review, according to an OpenAI account of the collaboration. Its developers also use Codex to support faster development and improved code quality. The security workflow connects finding a potential problem with preparing a possible repair. That connection matters because a vulnerability report alone does not maintain a codebase. Someone still has to understand the issue, assess the proposed change and decide whether it belongs in the software. The stated review step keeps people in that decision process. OpenAI's account describes how its products are being used, rather than offering an independent measurement of every claimed benefit. For organizations considering similar tools, the useful example is a workflow with investigation, proposed action and review, not a promise that software maintenance can retire its human staff. It is a notably practical assignment for advanced AI. Instead of announcing a replacement for the entire engineering organization, the assistant can arrive with a suggested fix and wait for someone to inspect it. The office equivalent would be a colleague who brings a solution to the meeting instead of merely forwarding an alarming email. Security teams have good reason to appreciate either form of progress.
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