A Note on How This Research Happened: A Research Narrative Companion to the Ontological Containment Series

Note: "ontological containment," as used throughout this series, refers to a compression phenomenon in AI-to-human information transfer — not the AI-safety sense of "containment" (control of AGI systems) or the ontology-engineering sense (knowledge-graph subsumption); see Vieth (2026a) for the formal definition. This document provides a plain-language narrative account of the research process behind the three-paper Ontological Containment series. Written in the author's literary voice rather than academic register, it traces the sequence of events — from the originating 2025 Gemini exchange through the recursive finding of Experiment Two and the observer dissolution of Experiment Three — for readers who want the human story behind the formal record before entering the papers themselves. A postscript documents the May 25, 2026 disclosure by Christopher Olah, co-founder of Anthropic, at the Vatican presentation of the papal encyclical Magnifica Humanitas, in which he confirmed findings directly relevant to the research reported here. DOI (Zenodo mirror): 10.5281/zenodo.21778533