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The Middle 40k Tokens of My Context Vanished. The Model Stayed Confident and Wrong.

中文摘要

生产RAG管道丢失40k上下文,导致LLM自信地给出错误客服答案。此错误造成每周47,000美元损失,源于模型自信却错误的回应。

English Summary

A RAG pipeline lost 40k context tokens, causing its LLM to confidently give wrong customer support answers. This led to a $47,000 weekly loss from confident, incorrect responses.

原文节选

We lost $47,000 in a single week to a production RAG pipeline that answered customer support tickets with high confidence while… Continue reading on Medium »