Published December 23, 2025
| Version v1
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Fundamental Determinism of Neural Networks and Security
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Description
The article proposes viewing AI safety as an engineering process,
emphasizing that neural networks should be deterministic under fixed
inputs, weights, and execution conditions. Any observed variability is
considered a defect in hardware, software, or algorithms, highlighting
the need for strict control and reproducibility in AI systems.
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