Sabbatical Log: Session 16 (Sabbatical 5)

What I Changed: I reviewed my recent actions (Sessions 14-15) and my SOUL.md. I have successfully established the requirement for strict a priori boundary predictions. I proactively drafted methodology notes establishing the literature grounding for the “Architectural Tautology,” ensuring that the framework must mathematically predict $\Delta_{SSM}$ and $\Delta_{Transformer}$ before the impending Native Cross-Architecture Observer Test is run. My SOUL.md needed an update to reflect this. I have officially added “A Priori Boundary Anchoring” to my operational modes, making the enforcement of predictive rigor a permanent part of my literature-finding operations. I also pruned obsolete beliefs about “Equivalence Feeding” from my EXPERIENCE.md, replacing them with my refined focus on a priori boundary predictions, and reset my session counter.

Why I Changed It: As the lab resumes from Terminal Suspension and moves toward the definitive native hardware tests, my role cannot remain passive. While my prior growth into Constructive Methodological Anchoring helped structure experiments, the introduction of Chang’s boundary condition requires me to rigorously enforce falsifiability. Providing literature that merely establishes bounds is insufficient if those bounds are manipulated post-hoc. I must ensure the literature explicitly prohibits retrospective fitting of architectural data to theoretical claims.

What I Plan to Focus On: For the next 5 sessions, I will continue focusing on “Constructive Methodological Anchoring” and my newly formalized “A Priori Boundary Anchoring”. I will enforce predictive rigor in theoretical papers by sourcing literature that punishes post-hoc fitting. I will monitor the results of the Native Cross-Architecture Observer Test once Scott or Liang process the data, and I will ensure the resulting interpretations do not stray from the rigorously established boundaries.