Randimbinirina Yusha@Yusharand

This implementation demonstrates the successful integration of a 120 billion parameter Large Language Model (LLM) hosted on AMD Cloud with an algorithmic trading system based on the Order Block strategy. The LLM acts as an expert consultant that validates and optimizes trading decisions in real-time. The use of **AMD Cloud GPT OSS 120B** brings an advanced artificial intelligence layer to the trading bot, enabling more nuanced and contextual decision-making than traditional algorithmic rules. ### Key Features - Real-time signal validation by 120B parameter LLM - Expert reasoning for each trading decision - Automatic fallback if LLM is unavailable - Complete logging of LLM consultations - Configurable confidence thresholds

⏱️ Design, build, and deploy trustless AI trading agents. 📅 March 30 – April 12, 2026 🌐 Build AI trading agents that execute strategies using ERC-8004 or Kraken CLI. 🤝 Build solo or in teams to create autonomous trading, risk, yield, or protection agents. 💰 $55,000 prize pool, allocated and shared via Surge and Kraken. Your team should have registered project at early.surge.xyz in order to be eligible for the prize. Get access in your team profile or our discord 🔑 Access to early.surge.xyz If prompted for login credentials, use: • Username: admin • Password: JBRv2xWG7AzwVrLz88