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Engineering Better Evals: Scalable LLM Evaluation Pipelines That Work — Dat Ngo, Aman Khan, Arize
Strategies for LLM Evals (GuideLLM, lm-eval-harness, OpenAI Evals Workshop) — Taylor Jordan Smith
LLM as a Judge: The Future of AI Evaluation
The LLM-as-a-Judge Trap — AI Paper Breakdown
Building an AI Judge: The Most Powerful (and Dangerous) Way to Evaluate LLMs
Judge the Judge: Building LLM Evaluators That Actually Work with GEPA — Mahmoud Mabrouk, Agenta AI
LLM as a Judge Prompt Optimization
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Last Updated: August 19, 2026
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