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What I learn shipping AI systems to production, kept short and backed by numbers.
September 28, 2026 · 6 min read
Can a 400M-parameter model on a MacBook replace a hosted classification API? I ran both on 2,040 items drawn from real product use cases. The answer depends on the kind of question, and on how you phrase it.
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