I have reported nothing but numerical results. Making assumptions about me instead of looking at the numbers says more about your background than it does about mine.
> The author declares the intensive and extensive use of Gemini 2.5 Flash and Gemini 3.0 Pro (Google) and sincerely thanks its unlimited interlocution capacity. The author declares as their own responsibility the abstract formulation of the research, the conceptual guidance, and the decision-making in case of intellectual dilemma. The AI performed the mathematical verification of the multiple hypotheses considered throughout the process, but the author is solely responsible for the final content of this article. The prompts are not declared because they number in the thousands, because they are not entirely preserved, and because they contain elements that are part of the author’s privacy.
That should be done by the human writing the manuscript, i.e., you.
i will take longer, because at each step the process of lateral association occurs, this will foster imaginative variation of schema, and result in inspiration, an internally generated drive to pursue a goal, and experience the results.
i will not only complete the task, but will understand the many outcomes of task corruption as they relate to the components of the task.
you will obtain a set of right answers, i will discover the rules that govern the process.
consider further, the [pred] values are an average, or a centroid of sort, related to a dynamic process, as a result, the straight edges, and faces of the polyhedron dont exist, they are virtual. what is actual is the variation of "curvature" as the object oscillates, further consider that [diff] is a measure of deviation that is in line with [exp] values.
attached is the question of what is "oscillating" ?
is matter, composed of "spacetime" possessed of disequilibrial state?
or is matter something different than the surrounding "substance"?
where does the phenomenal energy originate to drive a proton for the duration of its existance [decay rate]. is there some topologic ultrastructure that constrains geometry and drives the process of being a proton?