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This article discusses the recent hands-on workshops held at the headquarters of Salesforce and Google, providing insight into their contrasting approaches to scaling enterprise-grade large-scale language model applications. The workshops showcased the transformative power of AI in reshaping the way businesses operate and highlighted the pivotal moment in the history of Silicon Valley and computing.