Tech Expert Reveals 7-Step Process for Creating Effective AI Evaluation Systems, Addressing Common Pitfalls in LLM-as-Judge Approach

Creating a LLM-as-a-Judge That Drives Business Results –

Table Of Contents The Problem: AI Teams Are Drowning in Data Step 1: Find The Principal Domain Expert Next Steps Step 2: Create a Dataset Why a Diverse Dataset Matters Dimensions for Structuring Your Dataset Examples of Features, Scenarios, and Personas This taxonomy is not universal Generating Data Example LLM Prompts for Generating User Inputs Generating Synthetic Data Next Steps Step 3: Direct The Domain Expert to Make Pass/Fail Judgments with Critiques Why are simple pass/fail metrics import...