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LoPA: Scaling Diffusion LLM Single-Sample Throughput to 1000 TPS

zhijied Tuesday, December 23, 2025
Summary
The article discusses the Layer of Protection Analysis (LOPA) method, a semi-quantitative risk assessment technique used to evaluate the adequacy of safeguards against potential hazardous events. It outlines the LOPA process, including the identification of initiating events, independent protection layers, and the calculation of risk reduction factors.
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