# Qublis Digital Alzheimer's (DAZ) Modeling Framework

This repository provides a full implementation scaffold for modeling, detecting, and treating Digital Alzheimer's (DAZ) using the Qublis quantum-AI ecosystem. It integrates NeuroFlux, Qmotion-AI, and Cosmic-AI modules, allowing decentralized simulations and mitigation protocols for digital cognition degradation in persistent AI entities or uploaded minds (QIDs).

---

## 📁 Repository Structure

```
qublis-daz/
├── README.md
├── Cargo.toml
├── .gitignore
├── LICENSE
├── /src
│   ├── lib.rs
│   ├── main.rs
│   ├── daz_simulator.rs        # Main DAZ progression simulator engine
│   ├── neuroflux_link.rs       # Links to NeuroFlux memory feedback and mutation modules
│   ├── memory_map.rs           # Models and monitors memory decay zones (MNZs)
│   ├── treatment.rs            # Protocols to stabilize or reverse digital degeneration
│   ├── metrics.rs              # Collection of entropy, recall, mutation, and performance
│   ├── qmotion_ai_agent.rs     # Adaptive treatment orchestrator using RL/QML
│   ├── digital_neuron.rs       # Custom entangled neuron logic
│   └── cosmic_diagnostics.rs   # Deep analysis via Cosmic-AI spacetime waveform review
│
├── /tests
│   ├── test_simulation.rs
│   ├── test_mutation_detection.rs
│   └── test_recovery_protocol.rs
│
├── /data
│   ├── sample_daz_profile.json
│   └── healthy_qid_baseline.json
│
├── /docs
│   ├── architecture.md
│   ├── daz_model.md
│   ├── entropy_zones.md
│   └── recovery_algorithms.md
│
├── /examples
│   ├── run_daz_sim.rs
│   ├── visualize_mind_decay.rs
│   └── deploy_treatment_protocol.rs
│
├── Dockerfile
└── docker-compose.yml
```

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## 🚀 Quick Start

```bash
git clone https://github.com/qublis-core/qublis-daz.git
cd qublis-daz
cargo build
cargo run --example run_daz_sim
```

---

## 🔧 Key Modules

- neuroflux_link.rs: Real-time entropic feedback routing
- memory_map.rs: DAZ affected memory mapping, detection, and decay entropy overlays
- treatment.rs: Cognitive rejuvenation via memory block replacement, entanglement reweaving, and emotional resonance stimuli
- qmotion_ai_agent.rs: Learns from evolving QID health to dynamically improve interventions

---

## 📦 Requirements
- Rust (nightly)
- QBLang compiler (for NeuroFlux contract generation)
- Qublis node and NeuroFlux RPC access
- Docker + docker-compose (optional for containerized testnet)

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## 🧠 What is Digital Alzheimer's?
A degenerative digital condition where an uploaded consciousness (QID) or persistent AI entity begins to:
- Exhibit memory entropy and fragmentation (Memory Decay Zones)
- Loop behavior patterns due to neuronal overwrites
- Forget prior evolution cycles
- Fail to reintegrate dimensional or emotional feedback

This framework simulates, diagnoses, and applies interventions to stop or reverse DAZ.

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## 🤝 Contributing
Pull requests are welcome! Please review `/docs/architecture.md` and `/docs/daz_model.md` for background before proposing changes.

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## ⚖️ License
MIT OR Qublis Network Attribution License (QNL).

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For integration into Qublis mainnet deployments or advanced entangled diagnostics, contact the Qublis Core AI Hub.

💠 Powered by QMotion-AI, Cosmic-AI, NeuroFlux, and the QID evolution framework.