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Same model, ten times better: the interface did it Chapter 2 · Why the harness around a model matters, and why more isn't better

This story is from 2026-10-26. It is preserved in the archive; the latest stories are on the live feed.

Imagine spending months trying to make an AI model better. You upgrade the model. You add more training data. You experiment with prompts. You increase the token budget. Then someone changes something much less glamorous: the interface the model uses to do its work. And the results change dramatica…

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  1. 2026-10-26 17:11 · DEV Community — AI
    Same model, ten times better: the interface did it Chapter 2 · Why the harness around a model matters, and why more isn't better

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