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transparent-ai

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Conscience-by-Design

The Conscience Layer Prototype, created by Aleksandar Rodić in 2025, establishes a research foundation for ethical artificial intelligence. It brings moral awareness into computation through principles of truth, human autonomy, and societal responsibility, defining a transparent and accountable form of intelligence.

  • Updated Nov 17, 2025
  • Python

Self-Evolving RAG System with ChromaDB for continuous knowledge updates (6x daily), designed to overcome Large Language Model data cutoff limitations.

  • Updated Nov 22, 2025
  • Python

🌐 Information-Oriented Sphere System: From Data to Information Paradigm Shift | 信息导向球面系统 - Lossless reconstruction (MSE=0), Full interpretability, 2.28x optimized

  • Updated Nov 2, 2025
  • Python

Sentinel Trace, the Metacognitive Security AI, conducts rigorous, transparent code vulnerability analysis. It 'thinks out loud' using a Deep Reasoning Protocol, delivering detailed thought logs and structured, verifiable vulnerability reports, offering insights far beyond standard scans.

  • Updated Sep 8, 2025

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