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  1. Startup ARR Is Less Secure Than EverNew research from Madrona, a16z and MIT shows enterprises now reevaluate AI vendors every six months, and fewer than half of AI pilots reach production -- meaning AI-era ARR is far less durable than the metric implies.→

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  1. Sep 3, 2026FUNDINGStartup ARR Is Less Secure Than Ever→

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