README.md

metadata

title: TRIBE Paper Reader
emoji: 🧠
colorFrom: purple
colorTo: red
sdk: gradio
sdk_version: 5.0.0
app_file: app.py
pinned: false

TRIBE Paper Reader

A research paper reading assistant powered by Meta's TRIBE v2 brain encoding model.

How it works

1. Paste text from a research paper
2. Cognitive states are inferred from linguistic markers mapped to brain activation patterns:
   • 🔴 Red = Curiosity (prefrontal + anterior cingulate activation)
   • 🔵 Blue = Questioning (dorsolateral prefrontal dominance)
   • 🟢 Green = Confusion (high executive load, low coherence)
   • 🟡 Yellow = Excitement (emotion + reward circuits)
   • 🟣 Purple = Insight (associative cortex coherence spike)
   • 🟠 Orange = Frustration (conflict monitoring, low reward)
3. Text is highlighted in real-time based on predicted cognitive states

Usage

Paste paper text, then click "🧠 Analyze Paper".