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self-evolving-systems

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GENetic EVolutionary Organoid: The Self-Evolving Neural Architecture. Inspiration: Biological genes — evolution, adaptation, and infinite creative potential. Goal: Surpass every major AGI benchmark (ARC, HLE, AGI v1/v2, and beyond) through a truly self-evolving architecture that learns, adapts, and rewrites itself.

  • Updated Jun 18, 2026
  • Python

Open-source agent skills for Claude Code, Codex, GitHub Copilot, and other coding agents: GPT-5.6-style rigor, delegation, linear probes, and self-evolving workflows.

  • Updated Jul 17, 2026
  • Shell

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 Oct 5, 2026
  • Python

This repository contains a multi-agentic system that automatically builds a structured cricket dataset by extracting live match commentary from web sources at regular intervals. It converts unstructured updates into ball-level records and dynamically evolves the schema by detecting new attributes and adding columns, enabling continuous data flow

  • Updated Mar 7, 2026

artificial general machine is a new paradigm of digital organism or computer species that can evolve its structural architecture according to deployed environment and also take decision based on their previous encounters in different environment its like machine solving a proplem with an insight of "i have seen this before "

  • Updated Oct 1, 2026
  • Python

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