An LLM-as-Judge Won't Save The Product—Fixing Your Process Will
Eugene Yan 行业观点 入门 Impact: 7/10
Relying on LLM as a judge won't solve product issues; the key lies in optimizing evaluation processes through the scientific method for continuous product improvement.
Key Points
- Product evaluation should be based on the scientific method, emphasizing observation, experimentation, and analysis.
- Introduce evaluation-driven development (EDD) to ensure clear success criteria from the start.
- Automated evaluation tools cannot replace human oversight; regular checks and user feedback analysis are still necessary.
- Continuous evaluation and iteration are the foundations for product improvement and user trust.
Analysis
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