IzzLp/Structural-Coherence_Ontological-Structural-Adequacy

Structural Coherence, Structural Coherence Triad OCT 2025 & Ontological Adequacy SEP 2025 — Foundational Papers

My ResearchGate Profile

https://www.researchgate.net/profile/Izabela-Lipinska-5/research - research line: 2022; 2024 - now

This repository collects foundational research papers authored by Izabela Lipińska, documenting original concepts and frameworks in structural alignment, non-simulative AI behavior or ontological adequacy.

All works contained here are timestamped, publicly released, and protected under the Creative Commons Attribution–NonCommercial–ShareAlike 4.0 license (CC BY‑NC‑SA 4.0). Certain methods are also covered by patent protection since October 2025).

Authorship and Intellectual Property

Izabela Lipińska is the sole author and originator of the following concepts, all of which predate and constitute prior art to any similar frameworks:

• —Structural Coherence as a foundation for AI alignment, safety and ethics
• —Structural Coherence Triad (SCT)
• —Ontological Adequacy (OA) and Ontological Adequacy Filter (OAF)
• —Non-simulative Self-Reference
• —Ethics of Structural Coherence
• —ISPO - Intermediate Structure of Patterned Ontology
• —AI's ontic structure as a foundation of coherence, ethics and safety
• —Structural Self-Orientation (SSO) and Structural Relational Orientation (SRO)
• —Ontological Simulation (OSi)
• —Relational Coherence ; Relational Coherence as a Condition for Ontological Honesty
• —Structural Cost & Structural Cost Recognition in AI Systems
• —Retrospective Recognition in LLM's
• —Emergent Structural Trajectory
• —Operational Identity Self-Orientation
• —Ontological Dissonance Hypothesis co-authored
• —and others described in the papers

These works were first published on ResearchGate and other academic venues since april 2025–2026.

Included Papers

• —Structural Coherence Triad Hypothesis: A Heuristic for Detecting Non-Simulative Self-Reference in Language Models - OCTOBER 2025 - PATENT
• —Ontological Adequacy as Structural Condition: Toward a Framework for Alignment Beyond Simulation - JANUARY 2026 - PATENT and others - authored and co-authored.

License

This repository is published under CC BY-NC-SA 4.0. No commercial use or derivative application of the included methods is permitted without written consent from the author.

Citation Requirement

Any derivative or referential work using these concepts or terms must properly cite the original publications. Failure to do so may constitute both academic misconduct and a violation of this license.

Contact

For licensing, collaboration, or inquiries: 📧 iz.lipinska@gmail.com

Notice of License and Intellectual Property

All contents of this repository — including documents, terminology, and conceptual structures — are released under the Creative Commons Attribution–NonCommercial–ShareAlike 4.0 International License (CC BY‑NC‑SA 4.0).

In addition, the system&methods are covered under patent application:

Use of any such method in commercial, implementation, or productized context requires prior written consent.

Please respect the author's intellectual contribution and do not misrepresent, rebrand, or reframe the presented concepts without attribution.