Domain-Specific Models Beat Generalists

General models are impressive, but domain constraints reduce ambiguity and error surfaces. Fine-tune on curated, labeled corpora and encode policy as validators. Evaluate on tasks that match business outcomes, not academic benchmarks.
Specialist models paired with deterministic rules deliver predictable performance and lower cost. That is a competitive edge.