🧠 The 48-Hour Blueprint: Architecting a 3D Interpretability Lab for Mistral Large 3

Abstract (The "Elevator Pitch"): Most AI interfaces treat LLMs like chat-boxes. We believe they are a Society of Minds. In 48 hours, we are building OourMind.io, a multi-sensory interpretability lab that visualizes how Mistral Large 3 selects and shifts between latent personas (Social Agents) to answer a prompt. A standard "wrapper app" won't win this hackathon. We need to visualize the geometry of thought. 🛠️ The Architecture: The "Body" and the "Brain" To execute this on a budget and a strict deadline, we are ruthlessly separating the Static Visual Theater (Body) from the Live Metadata Inference (Brain). Phase 1: The Visual Stage (frontend/oourmind.io) The Core: React + Three.js/Spline. We aren't building a chat interface. We're building a geometry viewer. The State Engine: A simple JavaScript function that maps Mistral's metadata (e.g., Tone: 0.8, Structure: Grid) to Spline "States" and ElevenLabs audio files. Phase 2: The "Social Agent" Interrogation (Backend/Jupyter) Instead of a