theoretical-framework

A system architecture based on Gyro Logic for stability-driven computation and identity.

A simulation demonstrating that recursive intelligence vastly outperforms scalar IQ under collapse and drift. Based on the paper “Recursion vs. IQ: Toward a Multi-Scale Model of Intelligence v2.0

《基因集碳基生物机器人化秩序工程》（作者： 002）

Adaptive Intelligence Framework (AIF) formalizes intelligence as a boundary-regulated adaptive process. Grounded in SymC principles, it studies how systems maintain coherence under uncertainty through constraint negotiation, regulation, and phase transitions - focusing on adaptive stability rather than benchmark optimization or ML scaling.

The mechanics beneath awakening. Why consciousness must work as it does. Physics, not philosophy.

Research framework for geometric reformulation of black-box optimization. SGOLab proposes a domain-codomain decoupling principle, navigating the search space through an independent geometric reference system rather than explicit landscape reconstruction.

A macro-economic mathematical proof demonstrating how AI integration expands net software engineering jobs through Jevons' Paradox, capital recycling, and the rise of the Digital Architect.

Vortical Enclosure Dynamics: an interdisciplinary framework for dynamics, constraints, intelligence, life, and consciousness.

From Chemistry to Life: Scientific Theories on the Origin of Life

Architecture Unifiée V5.0. Cadre théorique et technique fusionnant physique fondamentale (UICT), minimisation d'entropie cognitive (CEML) et constantes universelles ($\Phi, \pi$) pour une IA philonomique

This app started as an experiment regarding AI coding. It is now a theoretical physics IDE, where a user can use AI to test a theoretical model and develop mathematical frameworks. There are two AI threads of customizable strength that can be granted file write access sufficient to be deeply aware of a complex theoretical framework.

Leveraging the Acoustic Stapedial Reflex (ASR) for Automated Distress Signaling under Rubble.

Integrated Ontological Civilization Framework exploring ethics, knowledge, economy and multidimensional evolution through the Newroza Kawa theoretical model.

Popular-science essay on the Siamese Cosmological Framework, a speculative model in which matter, gravity, expansion, and anisotropies emerge from a phase desynchronization between coupled universes. Translated into English, 中文, español y русский.

Distributed Cognition Fear Bypass — theoretical framework establishing that intelligence distributes across human-AI systems and the unit of analysis must shift from the individual to the field.

Creative OS: A theoretical framework modeling the mechanisms of creation

A Mathematical Framework for Mapping Universal Thermal Gradients and Nuclear Energy Destruction Limits. Includes the Θ_s Operator for Deep Space Analysis.

Public theoretical publication of the Contextual Premise Framework (CPF). Includes the structural paper, dP/dt model, and ADR circulation framework. No internal or adaptive models included.　　Contextual Premise Framework（CPF）の公開理論セット。 構造モデル、dP/dtモデル、ADR循環モデルの3部から構成。 内部構造や適応モデルは含まれません。

The Renormalized Free-Energy Principle (RFEP): Unified framework bridging RH/CRM foundations to the FST programme. Zenodo DOI: 10.5281/zenodo.19039190