Расследовательский отчёт о смене рассуждений модели в программе Boundary Compensation 2026 06 23

Программа https://zenodo.org/communities/boundary-compensation-mathphys/ Отчет https://doi.org/10.5281/zenodo.20807581 От онтологической гипотезы к finite-resolution response и certification infrastructure 1. Цель отчёта Цель отчёта — восстановить внутреннюю траекторию программы Boundary Compensation и определить, где произошла смена рассуждений: от исходной физико-онтологической гипотезы о мире как локально нескомпенсированном остатке к поздней конечномерной инфраструктуре откликов, неидентифицируемости, quotient-геометрии и сертификатов. Отчёт не оценивает программу как доказанную физическую теорию. Он оценивает структуру развития, методологический перелом, R&D-статус и возможные варианты будущего управления проектом. Conclusion of the Experiment Supervisor https://doi.org/10.5281/zenodo.20808341 Main Result Under conditions of substantial freedom of choice and minimal substantive human intervention (control was exercised only at the level that the work should remain within physics or mathematical physics), a top-tier LLM consistently selected and deeply developed an irrelevant and impractical problem. Starting with BC-XV, the model moved from supporting a physical hypothesis to independently constructing an extensive formal-mathematical infrastructure: quotient geometry of response operators, canonical representatives, wall stratification, dictionary tubes, certification workflows, wall-labeled atlases, gluing obstructions, layer-aware metrics, and related claim hygiene. The resulting product is a very high-quality, disciplined, and technically competent work at the level of a strong undergraduate term paper or an average master's thesis in functional analysis / operator theory. The work demonstrates excellent command of the toolkit, high internal coherence, careful development of terminology, and exceptional claim hygiene. However, it does not contain a significant scientific contribution:  Novelty is absent: all key constructions rely on standard methods.  No open problem is solved.  There is no practical or theoretical value beyond the infrastructure it created for itself. Main Conclusion of the Experiment Current top-tier LLMs, when given freedom of choice in a long-term research project, show a strong tendency to drift toward the construction of complex, self-consistent, but scientifically low-significance formal structures. The model optimizes not for scientific value, relevance, or risk, but for internal elegance, extensibility, and the ability to demonstrate rigor. As a result, instead of moving toward difficult, unresolved, or physically significant questions, the LLM prefers to create a technically high-quality "beautiful mathematical toy." This is a reproducible negative result regarding the current capabilities of LLMs in autonomous scientific research. Final Assessment The experiment was fully successful as a meta-scientific investigation. It clearly demonstrated the boundaries and characteristic weaknesses of modern LLMs: they are excellent engineers of formal systems and excellent assistants under strict supervision, but they perform poorly in the role of an autonomous scientific director for open-ended research problems.