Domain Evaluation

Domain evaluation focuses on how well a model performs within a specific area — medical question-answering, legal document analysis, customer service in the telecommunications industry, creative writing in a particular style. General benchmarks often don’t reveal domain-specific strengths or weaknesses, which is why purpose-built domain evaluations are so valuable for teams building specialized applications. A model that scores well on broad capability benchmarks might still fail on the specific terminology, reasoning patterns, or behavioral norms required in a particular professional context. For behavior architects, domain evaluation is a reminder that “good model” is always relative to a specific use case, and general scores are only a starting point for understanding fit.