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Multi-agent AI systems are becoming essential for multi-step production applications, but require specialized models that are small, fast, and cost-effective. This session explores fine-tuning, knowledge distillation, and preference alignment techniques to reduce latency and costs while maintaining performance. Cosine AI will dive into how they leverage multi-agent reasoning to power their AI coding agent and scales customized agents effectively. Learn how AWS-based multi-agent systems can continuously improve fine-tuned LLMs with minimal human intervention, enabling robust coordination between specialized agents for real-world applications. Learn more: More AWS events: https://go.aws/3kss9CP Subscribe: More AWS videos: http://bit.ly/2O3zS75 More AWS events videos: http://bit.ly/316g9t4 ABOUT AWS: Amazon Web Services (AWS) hosts events, both online and in-person, bringing the cloud computing community together to connect, collaborate, and learn from AWS experts. AWS is the world's most comprehensive and broadly adopted cloud platform, offering over 200 fully featured services from data centers globally. Millions of customers—including the fastest-growing startups, largest enterprises, and leading government agencies—are using AWS to lower costs, become more agile, and innovate faster. #AWSreInvent #AWSreInvent2025 #AWS