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theoretical-framework

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Maxbanker / IQ-vs-Recursion

Star 3

A simu 10BC0 lation 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

python data-science machine-learning research simulation agi artificial-intelligence cognitive-science complex-systems resilience computational-modeling multi-agent-systems cognitive-architecture adaptive-systems ai-ethics symbolic-ai philosophy-of-mind theoretical-framework collapse-dynamics intelligence-metrics
  • Updated Sep 15, 2025
  • Python

SymCUniverse / Adaptive-Intelligence-Framework

Star 2

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.

dynamical-systems complex-systems control-theory resilience computational-modeling self-organization robustness cognitive-systems adaptive-systems phase-transitions theoretical-framework symc substrate-agnostic adaptive-intelligence intelligence-framework boundary-dynamics adaptive-stability constraint-regulation system-coherence non-ml-ai
  • Updated Dec 12, 2025

danilosenagr / oscillation-adaptability

Star 2

🔄 Discover how oscillations emerge as a mathematical necessity in complex systems. A rigorous framework proving C+A=1 with 10^-16 precision. 📊 Visualize adaptability landscapes & spectral fingerprints.

python research data-visualization scientific-computing dynamical-systems coherence complex-systems conservation-law conservation-laws academic-paper oscillations mathematical-modeling adaptability theoretical-framework
  • Updated Apr 14, 2026
  • Python

jordancapri1231-prog / Contextual-Premise-Framework-CPF-

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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。

nonlinear-dynamics language-theory contextual-modeling academic-research theoretical-framework drift-models contextual-premise premise-framework dpdt adr-framework
  • Updated Nov 19, 2025

misa-hdez / sgo-lab

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A theoretical framework for Scalable Geometric Optimization. It reformulates black-box optimization by separating domain and codomain, replacing objective function modeling with relative geometric reference systems. By using a base unit of distance, it navigates high-dimensional spaces via spatial relationships between sampled points

python research optimization black-box-optimization mathematical-optimization derivative-free-optimization high-dimensional-optimization theoretical-framework geometric-optimization
  • Updated Apr 3, 2026

bbarclay / oscillation-adaptability

Star 0

🔄 Discover how oscillations emerge as a mathematical necessity in complex systems. A rigorous framework proving C+A=1 with 10^-16 precision. 📊 Visualize adaptability landscapes & spectral fingerprints.

python research mathematics data-visualization scientific-computing dynamical-systems coherence complex-systems conservation-law conservation-laws spectral-analysis academic-paper oscillations mathematical-modeling adaptability theoretical-framework
  • Updated Jul 14, 2025
  • Python

CosmicThinker25 / Complete-Siamese-Cosmological-Framework

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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.

open-science nonlinear-dynamics causality anisotropy symmetry-breaking phase-transition bigbang beyond-standard-model-physics foundations-of-physics philosophy-of-physics quantum-vacuum time-crystals theoretical-framework emergent-time siameseuniverse siameseuniverses phase-transition-cosmology bigbang-template vacuum-energy conceptual-physics
  • Updated Dec 22, 2025

xixixi01489 / Theory-of-Generative-Uniqueness

Star 0

《生成唯一性理论（Theory of Generative Uniqueness）》 ——一个非专业哲学爱好者对自由意志问题的思考。本仓库收录了“生成唯一性理论（Theory of Generative Uniqueness）”从最初想法到理论的发展过程。 注：本文为个人思考与概念模型，仅供哲学探索与讨论参考。非正式论文，未经过系统学术验证。

philosophy perception epistemology determinism free-will theoretical-framework compatibilism time-theory call-for-contribution open-philosophy generative-uniqueness
  • Updated Jan 20, 2026

aaamil13 / GeneralInfoProblem

Star 0

Theory of Information Speed: Proving that the speed of light (c) is a constraint of the electromagnetic information channel, not a universal physical limit. Includes 8 fundamental insights, mathematical formalization, experimental predictions, and Python simulation library.

information-theory cosmology theoretical-physics research-paper relativity speed-of-light theoretical-framework information-spaces
  • Updated Nov 30, 2025
  • Python

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