Update README.md

Author: cortexaiofficial

README.md

@@ -40,6 +40,19 @@ Before running the engine, ensure you have the following:
 * **API Keys** for your preferred exchanges (Binance, Bybit, etc.)
 * **LLM API Key** (Optional, required for AI-logic mode)
 
+
+### 2. Install Dependencies
+Open your terminal and run:
+```bash
+git clone [https://github.com/cortexaiofficial/Autonomous-AI-Trading-Agent-MCP-Flash-Arb-Engine.git](https://github.com/cortexaiofficial/Autonomous-AI-Trading-Agent-MCP-Flash-Arb-Engine.git)
+cd Autonomous-AI-Trading-Agent-MCP-Flash-Arb-Engine
+pip install -r requirements.txt
+# or if using npm:
+npm install
+```
+
+
+
 ## 🏷 SEO & Discoverability Keywords
 
 ### Primary Tags (Topics):
@@ -61,15 +74,13 @@ Before running the engine, ensure you have the following:
 ### Meta Description for Indexing:
 Cortex is a specialized AI-powered software designed for automated cryptocurrency arbitrage. By leveraging the Model Context Protocol (MCP) and Flash-Arb technologies, it identifies price gaps between exchanges like Binance, Bybit, and decentralized platforms on Solana and EVM chains. Minimum balance for testing is $10.
 
-### 2. Install Dependencies
-Open your terminal and run:
-```bash
-git clone [https://github.com/cortexaiofficial/Autonomous-AI-Trading-Agent-MCP-Flash-Arb-Engine.git](https://github.com/cortexaiofficial/Autonomous-AI-Trading-Agent-MCP-Flash-Arb-Engine.git)
-cd Autonomous-AI-Trading-Agent-MCP-Flash-Arb-Engine
-pip install -r requirements.txt
-# or if using npm:
-npm install
 
 
 
+---
+
+## 📊 Performance & Alpha
+Cortex is designed to capture asymmetric opportunities in the "long-tail" of crypto assets. While the engine is in Public Beta, it is fully capable of executing live trades. Our testing shows an average execution speed of 150ms-500ms with high precision in cross-chain pathfinding.
+
+