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Salesforce laid off 4,000 experienced employees in September 2025, attempting to replace them with AI and large language models. By December 2025, the company regretted this decision after encountering reliability issues with AI systems, leading executives to pull back from their heavy reliance on LLMs. The case illustrates the risks of overestimating AI capabilities and replacing human expertise with automated systems.

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