Why architecture matters here
Red team fails without corpus + automation + coverage. Architecture matters because scale needs automation and creativity needs humans.
The architecture: every piece explained
The top strip is inputs. Attack corpus known + new. Automated red scale. Human red team creative. Test harness prompts + responses.
The middle row is measurement. Judge / classifier bypass = success. Coverage taxonomy. Reporting findings + severity. Fix cycle defense + retest.
The lower rows are ops. Coordination with defenders. Metrics success rate trend. Ops — legal + safety + external + drills.
End-to-end flow
End-to-end: red team runs corpus. Automated attempts + human novelty. Judge scores. 40 bypasses found; defenders fix; retest confirms. Coverage taxonomy shows gaps. Reporting to leadership. Metrics show bypass rate decreasing over time.