A research paper proposes comprehension audits as a safety mechanism to ensure human oversight of AI-generated code in frontier AI labs. The mechanism requires responsible people to demonstrate understanding of R&D contributions to independent auditors, with development halted if comprehension cannot be demonstrated. Analysis of open-source AI projects shows increased automated code output with reduced human review rates.