Unverified50% confidenceFactExact time
Repeated requests within a single execution exhibit disagreement frequencies comparable to those across executions, indicating that non-determinism is an intrinsic property of model behavior
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedAgent behavior is non-deterministic; even using the same prompt and temperature=0 settings, the same model's outputs at different points in time may exhibit subtle differences, influenced by factors such as floating-point arithmetic precision, batching strategies, and model version updates.76% similarUnverifiedThe results of a single-task evaluation are subject to randomness, and the same model may produce noticeably different answers under different prompts and different random seeds.73% similarUnverifiedA race condition is when program behavior depends on the relative timing of multiple threads or processes; when timing is non-deterministic, errors may occur under rare specific timing conditions, making it an important source of long-latent bugs.72% similarUnverifiedGiven the same input, an Agent run multiple times may produce different intermediate steps and final outputs, exhibiting non-determinism.72% similarUnverifiedLLM calls have inherent uncertainty: the same input may produce different outputs, token consumption and latency fluctuate significantly, and the reasoning path of an Agent is difficult to predict.72% similar
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