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How I audit LLM provenance before production deployment

中文摘要

在部署LLM前进行溯源审计至关重要,这能确保数据透明度并建立工程师信任,从而防止因缺乏来源记录而导致的生产故障。

English Summary

Auditing LLM provenance before deployment is essential to ensure transparency, build engineer trust, and prevent production failures caused by a lack of clear data documentation.

原文节选

If you ship an LLM without a paper trail, engineers will assume the worst. Not because they are cynical, but because provenance failures… Continue reading on Medium »