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Your LLM Eval Is Not a Validation

中文摘要

LLM评估并非真正验证。高准确率不足以保证AI代理的可靠性,开发者在发布前往往忽略了关键的统计指标。

English Summary

LLM evaluation is not validation. High accuracy alone doesn't guarantee AI agent reliability, as many critical statistics are often overlooked before deployment.

Original Excerpt

85% accuracy, 630 reports, and the statistics nobody runs before shipping an AI agent Continue reading on Medium »