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Shopify has developed a resilient AI stack featuring an LLM proxy for automatic failover between AI providers and a sophisticated distillation pipeline for creating specialized, cost-effective models. This strategy ensures continuous AI operations, avoids vendor lock-in, and significantly boosts efficiency and accuracy across its platform.

Amazon has launched an AI-generated "dynamic canvas" for sellers, offering interactive dashboards and real-time scenario planning within Seller Central. This expands on its existing AI-powered Seller Assistant, aiming to provide deeper visual insights and strategic guidance to merchants in the U.S. and U.K.