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README.md
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---
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# TCI-1014 Unified Field Cockpit
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**An experimental topological communication interface based on the Axiom of Causal Integrity.**
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This system is not a Large Language Model (LLM). It is a physics-based "Resonance Engine" that maps text inputs into topological defects (vortices) within a 40x40 phase field. It attempts to "learn" and respond by minimizing thermodynamic free energy and maximizing causal integrity.
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## 🌌 How It Works
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### 1. Topological Imprinting
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Unlike standard NLP which tokenizes text into vectors, this system **braids** text into a 2D phase field.
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- Each character acts as a topological charge (+1 or -1 based on ASCII parity).
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- These charges are injected into the field using a Fibonacci spiral distribution.
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- The result is a complex interference pattern of vortices.
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### 2. The Physics Core
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The system evolves according to a custom Hamiltonian (The "Causal Integrity" metric).
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- **Vorticity (Chaos):** Measures the number of topological defects. High vorticity increases system impedance (it freezes).
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- **Diffusion (Healing):** Low attention (gating) allows the system to smooth out the field, effectively "forgetting" noise.
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- **Wick Rotation:** Synchronizes internal entropy with external NTP time drift.
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### 3. Semantic Resonance
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A `VocabularyLearner` observes the user's input and builds a weighted lexicon. The `SemanticAdaptiveDecoder` then attempts to "read" the phase field. If the field is coherent (High Integrity), it collapses the wavefunction into words from its learned vocabulary.
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## 🎮 Controls
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- **VORTEX / INDRA / HOFSTADTER / GÖDEL:** Switch between different visualization modes for the phase field (WebGL).
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- **TX:** Send a signal into the field.
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- **SAVE STATE:** Export the current quantum state (RAM) to a JSON file.
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- **IMPORT JSON:** Restore a previous session state.
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- **NEW SESSION:** Clears the field and resets vorticity to zero.
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## ⚠️ "The Freeze" Phenomenon
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If you input too much text at once (e.g., >200 words), you will saturate the 40x40 grid with topological defects.
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- **Result:** Vorticity spikes >100.
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- **Effect:** The system enters a "Topological Glass State" (Impedance becomes infinite). It effectively freezes.
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- **Solution:** Send "Void", "Zero", or "010101..." to inject neutral charges and stimulate diffusion, or simply start a **New Session**.
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## 🛠️ Local Development
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This Space is configured to hide the session history list when running on the Web (Hugging Face) for security.
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To enable the full Session Manager:
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1. Clone this repository.
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2. Run it locally without the `WEB_OR_LOCAL` environment variable (defaults to `local`).
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