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What Is AI-Native Infrastructure (and Why Bolt-On AI Fails)?

Most companies' first AI project looks the same: a chatbot is added to the website, a few prompts are wired to an API, and a demo impresses everyone in the room. Six months later it is quietly switched off. The model was rarely the problem. The problem was that AI was bolted on to systems that were…

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  1. 2026-11-11 20:40 · DEV Community — AI
    What Is AI-Native Infrastructure (and Why Bolt-On AI Fails)?

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