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Observability & reliability
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Matthew Berman
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Matthew Berman
· Sep 16, 2025
Why Identical LLM Prompts Can Produce Different Answers at Temperature Zero
Matthew Berman · Forward Future
Matthew Berman explains Thinking Machines Lab’s work on batch-invariant inference and what its reproducibility experiment actually showed.
Inference
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Observability & reliability
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