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self-evolving-systems

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A production-ready adaptive meta-learning framework for continuous self-improvement. airbornehrs (MirrorMind) is a lightweight PyTorch framework that turns standard deep learning models into self-improving systems.

  • Updated Jan 31, 2026
  • Python

SoulBot (Rebirth Edition) is the official AISOP V1.0.0 reference implementation. A minimal, protocol-driven autonomous agent runtime designed to decouple 'Intelligence Logic' from 'Execution Code'. By injecting AISOP Soul blueprints into a Python vessel, it ensures axiomatic sovereignty and full autonomy. Open, Free, Non-Capitalist, Pro-Humanity.

  • Updated Feb 14, 2026
  • Python

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