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.
Original Excerpt
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 »