I made AI Judge - Day 06

Written by - Millan Kaul

𝗧𝗼𝗱𝗮𝘆 𝗜 𝗮𝘀𝗸𝗲𝗱 𝗼𝗻𝗲 𝗔𝗜 𝘁𝗼 𝗴𝗿𝗮𝗱𝗲 𝗮𝗻𝗼𝘁𝗵𝗲𝗿 𝗔𝗜. 𝗦𝗹𝗶𝗴𝗵𝘁𝗹𝘆 𝘄𝗲𝗶𝗿𝗱. 𝗩𝗲𝗿𝘆 𝘂𝘀𝗲𝗳𝘂𝗹.

“Helpful” is not a test case until you define it.

What I did today:

I wrote a simple rubric for helpfulness: answer the question, be accurate, and give a useful next step. Then I gave that rubric to an LLM judge for a handful of responses.

What surprised me:

The hardest part was not running the judge. It was defining what “helpful” actually means.

My QA takeaway:

1. If your quality criteria are vague, your eval results will be vague too.
2. “Helpful” is not a test case until you define it.

What word in your quality bar needs a clearer definition?

#LLMEvals #AIQuality #QualityEngineering