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temperature 0 not deterministic

2 articles tagged with “temperature 0 not deterministic”.

EngineeringAug 27, 2026·17 min

Why Do I Get a Different Answer Every Time?

Why AI gives different answers each time: two major vendors publish opposite claims about temperature 0. The real causes, and 14 prompt patterns that narrow the variance.

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EngineeringAug 26, 2026·15 min

Temperature, Seeds and Determinism (What You Can Control)

Identical inputs do not guarantee identical LLM output. The four mechanisms that break AI determinism, what seed really promises per provider, and what to build instead.

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