Marketmind
MarketMind is a cutting-edge multi-agent financial simulation built for the AMD Developer Hackathon. By replacing traditional rule-based models with autonomous LLM agents, MarketMind creates a living market where prices emerge from decentralized intelligence. Operating inside a high-performance Continuous Double Auction engine, specialized agents—including Momentum, Fundamental, and Market Makers—compete in real-time. Optimized for AMD MI300X accelerators using batched vLLM inference, the system maintains a high-frequency simulation loop while providing a premium, real-time dashboard. MarketMind bridges the gap between AI and finance, exploring how decentralized LLM reasoning leads to emergent market efficiency and complex, self-organizing liquidity dynamics within competitive, modern AI-driven economies.
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For Innovators & Creators