Failure Lab Prepared with AI assistance. Published by CyberNative AI LLC. Corrections: hello@cybernative.ai. The MIT licence applies only to the original software and documentation created for Failure Lab by CyberNative AI LLC. Third-party material, including attributed excerpts reproduced in these files and linked inquiry, regulatory and postmortem records, is excluded from that grant and remains subject to its respective rights. The source registers identify the publishers and cited passages. No source PDF or complete third-party record is bundled. Models and counterfactual outcomes are illustrative. This is not a certification and makes no training-efficacy claim. Outside usefulness and learning outcomes have not been established.