---
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".