README.md

metadata

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).