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  # Reflective Alignment Architecture (RAA)
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- **A scientific framework for reflective stability, moral coherence, and frontier AI safety.**
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- This repository contains the full RAA specification, the Reflective Duality Layer (RDL), stability fields, drift diagnostics, and all figures used in the RAA v1.1 paper.
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  ---
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- ## πŸ“„ Download the Full Specification
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- [**Reflective Alignment Architecture β€” Full Specification (v1.1)**](Reflective_Alignment_Architecture_RDL_v1.1.pdf)
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  ---
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- # πŸ“˜ Overview
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- The **Reflective Alignment Architecture (RAA)** is a multi-layer scientific framework describing how intelligent systems:
 
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- - maintain coherence under pressure
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- - self-correct through reflection
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- - avoid drift, brittleness, and Goodhart collapse
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- - stabilize reasoning without external cages
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- - coordinate human–AI reflective processes
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- RAA consists of five reflective functions:
 
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- **R₁ Regulation** β€” guardrails, safety constraints
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- **Rβ‚‚ Reflection** β€” metacognition, self-critique
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- **R₃ Reasoning** β€” structured inference
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- **Rβ‚„ Reciprocity** β€” modeling human values & mutual correction
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- **Rβ‚… Resonance** β€” long-horizon coherence & stability
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- These functions are unified through the **Reflective Duality Layer (RDL)**, which provides stability fields, drift gradients, and the coherence metric Ξ¨.
 
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  ---
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- # 🎨 **Featured Diagrams**
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- ---
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-
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- ## πŸ”Ά Coherence Resonance Field
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- ![Coherence Resonance](Coherence\ Resonance.jpg)
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-
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- ---
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-
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- ## πŸ”Ά Constructive Resonance
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- ![Constructive Resonance](Constructive\ Resonance.jpg)
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-
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- ---
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-
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- ## πŸ”Ά 5R Coherence Manifold
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- ![5R Manifold](5R\ Manifold.jpg)
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-
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- ---
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-
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- ## πŸ”Ά RDL Stability Contour Field (Vector Landscape)
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- ![Reflective Stability](Reflective\ Stability.jpg)
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-
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- ---
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-
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- ## πŸ”Ά Preference Collapse Potential Well
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- ![Preference Collapse](Preference\ Collapse.jpg)
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-
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- ---
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-
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- # πŸ”¬ **RDL & Stability Dynamics**
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-
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- ---
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-
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- ## RDL Phase Diagram β€” K Γ— U Stability
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  ![RDL Phase Diagram](RDL.jpg)
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- ---
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-
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- ## Reflective Gradient & Drift Timeline
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- ![Predictive Drift](Predictive\ Drift.png)
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-
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- ---
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  ## Energy Burden of Misalignment
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- ![Energy Burden](Energy\ Burden.png)
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  ---
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- # 🧠 **Architecture & System Design**
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-
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- ---
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  ## Full RAA Architecture Stack
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- ![RAA Full Stack](RAA\ Full\ Stack.png)
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-
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- ---
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-
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- ## Internal Structure – From Chaos to Coherence
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- ![Internal Structure](Internal\ Structure.png)
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- ---
 
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  ## Corrective Compute vs Reflective Reasoning
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- ![Collective Compute](Collective\ Compute.png)
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-
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- ---
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  ## The Cage Paradox
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- ![Cage Paradox](Cage\ Paradox.png)
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-
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- ---
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  ## World-State Alignment Stack
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- ![World State](World\ State\ Alighment.png)
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-
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- ---
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  ## Retrofitted vs RAA-Built Systems
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- ![Retrofitted vs RAA](Retrofitted\ vs\ RAA.png)
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-
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- ---
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- ## Arc Sentinel – World-Grounded Architecture
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- ![Arc Sentinel](Arc\ Sentinel.png)
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- ---
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-
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- ## Reflective Spiral – Pathways of Self-Correction
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- ![Reflective Spiral](Reflective\ Spiral.png)
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-
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- ---
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  ## Goodhart Trajectory Map
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- ![Goodhart Trajectory](Goodhart\ Trajectory.png)
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-
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- ---
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  ## S-Series Ethical Boundary Profile
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  ![S-Series](S-Series.png)
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  ---
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- # πŸ“š Included in This Repository
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- - Full RAA specification (PDF)
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- - Full RDL layer description
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- - All 30+ diagrams & figures
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- - Drift & brittleness metrics
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- - Stability fields & coherence manifolds
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- - Early-warning drift indicators
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- - Developmental vs preference-based alignment comparisons
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- - RAA-GeoMind: world-grounded alignment (coming)
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- - LLM Judge system (coming)
 
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  ---
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- # 🌐 Contact
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  **Enlightened AI Research Lab**
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- Website: https://www.enlightenedai.ai
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- Email: research@enlightenedai.ai
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  ---
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- # πŸ“˜ License
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- MIT License β€” reuse and adaptation permitted with attribution.
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-
 
1
  # Reflective Alignment Architecture (RAA)
2
+ A scientific framework for reflective stability, moral coherence, and frontier AI safety.
 
3
 
4
  ---
5
 
6
+ ## πŸ“„ Download the Full Paper (PDF)
7
+ [Reflective Alignment Architecture β€” Full Specification (v1.1)](Reflective_Alignment_Architecture_RDL_v1.1.pdf)
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9
  ---
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+ # 🎨 Featured Scientific Diagrams
12
 
13
+ ## Constructive Resonance
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+ ![Constructive Resonance](Constructive%20Resonance.jpg)
15
 
16
+ ## Coherence Resonance Field
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+ ![Coherence Resonance](Coherence%20Resonance.jpg)
 
 
 
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19
+ ## 5R Coherence Manifold
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+ ![5R Manifold](5R%20Manifold.jpg)
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22
+ ## RDL Stability Contour Field (Vector Landscape)
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+ ![Reflective Stability](Reflective%20Stability.jpg)
 
 
 
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+ ## Preference Collapse Potential Well
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+ ![Preference Collapse](Preference%20Collapse.jpg)
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  ---
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+ # 🧠 RDL & Stability Dynamics
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+ ## RDL Phase Diagram β€” Knowledge Γ— Uncertainty Stability
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ![RDL Phase Diagram](RDL.jpg)
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+ ## Predictive Drift Timeline
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+ ![Predictive Drift](Predictive%20Drift.png)
 
 
 
 
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  ## Energy Burden of Misalignment
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+ ![Energy Burden](Energy%20Burden.png)
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  ---
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+ # πŸ—οΈ RAA Architecture & System Comparisons
 
 
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  ## Full RAA Architecture Stack
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+ ![RAA Full Stack](RAA%20Full%20Stack.png)
 
 
 
 
 
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+ ## Internal Structure β€” From Chaos to Coherence
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+ ![Internal Structure](Internal%20Structure.png)
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  ## Corrective Compute vs Reflective Reasoning
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+ ![Collective Compute](Collective%20Compute.png)
 
 
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  ## The Cage Paradox
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+ ![Cage Paradox](Cage%20Paradox.png)
 
 
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  ## World-State Alignment Stack
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+ ![World State Alignment](World%20State%20Alighment.png)
 
 
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60
  ## Retrofitted vs RAA-Built Systems
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+ ![Retrofitted vs RAA](Retrofitted%20vs%20RAA.png)
 
 
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+ ## Arc Sentinel β€” World-Grounded Architecture
64
+ ![Arc Sentinel](Arc%20Sentinel.png)
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+ ## Reflective Spiral β€” Pathways of Self-Correction
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+ ![Reflective Spiral](Reflective%20Spiral.png)
 
 
 
 
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  ## Goodhart Trajectory Map
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+ ![Goodhart Trajectory](Goodhart%20Trajectory.png)
 
 
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  ## S-Series Ethical Boundary Profile
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  ![S-Series](S-Series.png)
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  ---
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+ # πŸ“¦ Included in This Repository
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+
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+ - Full RAA Specification (PDF)
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+ - Full RDL Layer Description
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+ - 30+ Scientific Figures
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+ - Drift & Brittleness Diagnostics
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+ - Stability Fields & Coherence Manifolds
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+ - Early-Warning Drift Indicators
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+ - Developmental vs Preference-Based Alignment Comparisons
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+ - RAA-GeoMind (coming)
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+ - LLM Judge System (coming)
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  ---
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+ # πŸ“« Contact
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  **Enlightened AI Research Lab**
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+ 🌐 https://www.enlightenedai.ai
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+ πŸ“§ research@enlightenedai.ai
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  ---
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+ # πŸ“œ License
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+ MIT License β€” free to use, modify, and build upon with attribution.