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Open vs closed AI models: why the obvious choice keeps being wrong

Most organizations pick their AI model deployment strategy based on a simple story: open source is flexible and cheap, closed APIs are powerful and fast. That story leaves out the parts that actually determine whether a deployment succeeds or fails.

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