Open Bankruptcy Project methodology · citation mirror at bankruptcymill.org
The standard answer to a capacity problem is to hire human personnel. The Claude-Parallel Labor Architecture identifies a different solution for documentary-anchored work: scale capacity by adding Claude sessions, with the originator's verification attention as the binding constraint. The architecture inverts the usual hire-to-scale assumption by recognizing that for work whose output must be checked against adversary-authored anchors, generation is no longer the bottleneck. Verification is, and verification scales nearly linearly with reviewer attention regardless of how generation was performed. The originator's role becomes verification, decision, and framing, not generation. Marginal capacity at near-zero cost replaces marginal capacity at full hire cost.