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| title: Comm | |
| emoji: 📈 | |
| colorFrom: purple | |
| colorTo: purple | |
| sdk: docker | |
| pinned: false | |
| # TCI-1014 Unified Field Cockpit | |
| **An experimental topological communication interface based on the Axiom of Causal Integrity.** | |
| 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. | |
| ## 🌌 How It Works | |
| ### 1. Topological Imprinting | |
| Unlike standard NLP which tokenizes text into vectors, this system **braids** text into a 2D phase field. | |
| - Each character acts as a topological charge (+1 or -1 based on ASCII parity). | |
| - These charges are injected into the field using a Fibonacci spiral distribution. | |
| - The result is a complex interference pattern of vortices. | |
| ### 2. The Physics Core | |
| The system evolves according to a custom Hamiltonian (The "Causal Integrity" metric). | |
| - **Vorticity (Chaos):** Measures the number of topological defects. High vorticity increases system impedance (it freezes). | |
| - **Diffusion (Healing):** Low attention (gating) allows the system to smooth out the field, effectively "forgetting" noise. | |
| - **Wick Rotation:** Synchronizes internal entropy with external NTP time drift. | |
| ### 3. Semantic Resonance | |
| 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. | |
| ## 🎮 Controls | |
| - **VORTEX / INDRA / HOFSTADTER / GÖDEL:** Switch between different visualization modes for the phase field (WebGL). | |
| - **TX:** Send a signal into the field. | |
| - **SAVE STATE:** Export the current quantum state (RAM) to a JSON file. | |
| - **IMPORT JSON:** Restore a previous session state. | |
| - **NEW SESSION:** Clears the field and resets vorticity to zero. | |
| ## ⚠️ "The Freeze" Phenomenon | |
| If you input too much text at once (e.g., >200 words), you will saturate the 40x40 grid with topological defects. | |
| - **Result:** Vorticity spikes >100. | |
| - **Effect:** The system enters a "Topological Glass State" (Impedance becomes infinite). It effectively freezes. | |
| - **Solution:** Send "Void", "Zero", or "010101..." to inject neutral charges and stimulate diffusion, or simply start a **New Session**. | |
| ## 🛠️ Local Development | |
| This Space is configured to hide the session history list when running on the Web (Hugging Face) for security. | |
| To enable the full Session Manager: | |
| 1. Clone this repository. | |
| 2. Run it locally without the `WEB_OR_LOCAL` environment variable (defaults to `local`). |