Brian Shumway

Brian Shumway

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AI

Two Is One, One Is None
AI workflows now depend on models that change, degrade, and fail. Here’s why teams should avoid single-provider lock-in and keep tested fallbacks ready.
May 29 • Brian Shumway
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