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adaptive-intelligence

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Neureonmindflux-Research-Lab / qml-hcs

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QML-HCS: Quantum Machine Learning Hypercausal System A research-grade library for quantum-inspired machine learning with hypercausal feedback.

open-source physics python-library scientific-computing quantum-computing causal-inference causal plug-and-play quantum-physics quantum-machine-learning qiskit causal-learning pennylane hypercausal-systems adaptive-intelligence python-research-library non-stationary-learning causal-adaptation
  • Updated Dec 26, 2025
  • Python

SymCUniverse / Adaptive-Intelligence-Framework

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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

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