Same prompt, different code every time? Here's the dial behind it

The model picks each next word from a shortlist, and "temperature" decides how adventurous that pick is. Turn the dial, watch the output shift — and…

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The model samples each next token from likely options

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Temperature controls how adventurous that sampling is

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Even the lowest setting isn't fully repeatable, and newer Claude models fix it at 1.0

What this means for your app

Asking your AI tool to build the same thing twice will give two different versions. That's normal, not a bug. Don't assume a re-run reproduces a fix. Review what actually changed, and keep the…

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Same prompt, different code every time? Here's the dial behind it

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