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Applied AI·September 20, 2026·1 min read

This Ford exec put her family's Claude assistant on a PIP. ChatGPT has taken over.

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When a household ‘chief of staff’ agent gets performance-managed and replaced, you’re seeing the consumer version of vendor churn pressure enterprises will face. If your product is an agent, expect to be benchmarked continuously and swapped out when you fall behind.