Upload README.md

README.md

@@ -4,7 +4,7 @@ emoji: 🧠
 colorFrom: purple
 colorTo: red
 sdk: gradio
-sdk_version: "4.0"
+sdk_version: "5.0.0"
 app_file: app.py
 pinned: false
 ---
@@ -15,21 +15,16 @@ A research paper reading assistant powered by Meta's TRIBE v2 brain encoding mod
 
 ## How it works
 
-1. **Upload a PDF** or paste text from a research paper
-2. **TRIBE v2** predicts whole-brain fMRI responses for each sentence
-3. **Cognitive states** are inferred from activation patterns:
+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)
-4. **Text is highlighted** in real-time based on predicted brain states
+3. **Text is highlighted** in real-time based on predicted cognitive states
 
 ## Usage
 
-Paste paper text or upload a PDF, then click "Analyze Paper".
-
-## Model
-
-Uses [facebook/tribev2](https://huggingface.co/facebook/tribev2) for brain encoding predictions.
+Paste paper text, then click "🧠 Analyze Paper".