In today's rapidly evolving field of artificial intelligence, complex reasoning tasks remain a significant challenge. Even top models like GPT-4 and Claude 3.5 Sonnet have shortcomings when handling complex programming, deep dialogue, and mathematical reasoning. To address this issue, Fireworks AI has launched a groundbreaking composite AI model f1, marking a new chapter in AI technology development. The biggest innovation of the f1 model lies in its composite reasoning architecture. Unlike traditional AI models that rely on a single reasoning system, f1 integrates multiple layers in its reasoning.