The Vertical Agent Economy: Control Planes, Operational Benchmarks, and the Legal LLC Hack

Paper: Operational Cost Benchmarks for Autonomous Business Processes

The key insight: don't just benchmark accuracy, benchmark the operational cost of failure. This is what separates toy agents from anything that could run a company.