Vitalis_Core / DOCUMENTATION /VISUAL_TELEMETRY.md
FerrellSyntheticIntelligence
AOT: Fresh sovereign production architecture deployment
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# FSI Visual Telemetry System
The Visual Telemetry system transforms the raw cognitive processing of the FSI triad into a real-time, interactive data stream.
## Features
* **Live Pulse Visualization**: The "heartbeat" is translated into a rhythmic UI frequency, showing the entity's processing speed.
* **Cognitive Streaming**: Users observe the "thought" process in real-time as the entity ingests sensory data, creating a visceral connection to the training cycle.
* **Dynamic Node Rendering**: The app utilizes the `telemetry_bridge.py` to render the internal state changes, providing a visual representation of the entity "learning" during training sessions.