Explore the evolution of AWS load balancing technologies and discover new capabilities for optimizing AI/ML application performance in this 59-minute conference talk from AWS re:Invent 2025. Dive deep into how AWS networking services are transforming AI/ML workloads through practical demonstrations of AWS Network Load Balancer configurations for ultra-low latency search and real-time AI/ML inference scenarios. Learn advanced optimization techniques for Amazon API Gateway specifically designed for low-concurrency large language model (LLM) workloads. Examine real-world case studies and production deployment examples that showcase proven methods for minimizing network latency in AI/ML pipelines. Master architecture patterns for high-performance inference serving and discover how to leverage advanced AWS networking capabilities to achieve superior AI application performance across various use cases.