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Mar, 2025
执行的统计证明 (SPEX)
Statistical Proof of Execution (SPEX)
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Michele Dallachiesa, Antonio Pitasi, David Pinger, Josh Goodbody, Luis Vaello
TL;DR
本研究解决了自动决策中对可验证计算的需求,提出了一种基于采样的协议,该协议在速度、成本和简易性上大幅改善了现有方法。通过合理管理非确定性问题,提供了一系列策略来应对常见场景。
Abstract
Many real-world applications are increasingly incorporating
automated decision-making
, driven by the widespread adoption of ML/AI inference for planning and guidance. This study examines the growing need for
verifiable
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