Autaxys Phase 1 Milestone Evaluation, Lessons Learned, and Errata

This document serves as an intellectual audit of the Autaxys framework, tracing its conceptual evolution through the research activities defined in Phase 1 of the Autaxys Research & Development Master Plan (v2.0). It functions as a transparent lessons learned and errata log, demonstrating how the framework's core concepts have been refined or superseded as abstract ideas were subjected to the rigors of formalization and computational modeling. This audit explicitly acknowledges that foundational documents, including the Master Plan itself, represent the state of understanding at the time of their writing and are subject to revision as new knowledge is generated.