Your LLM Is Wrong and You Don't Know It — LLM-as-Judge ($0.002/eval)

You deployed your LLM. You have no idea if it's right. LLM-as-Judge fixes silent quality drift for $0.002 per eval.

✅ Why human eval doesn't scale ($0.20/response)
✅ Shadow score 5% of outputs with a judge model
✅ Binary verdict: correct or not — no score variance
✅ Accuracy drops below 85%? Tighten routing automatically
✅ Judge tier rules: never self-judge, always one tier above

🔗 AI Engineering Patterns Series — one pattern per week, no fluff.

Inspired by a comment on EP09 — keep them coming 👀

#AIEngineering #LLM #Python #Shorts #LLMEval #MachineLearning

Видео Your LLM Is Wrong and You Don't Know It — LLM-as-Judge ($0.002/eval) канала DPO