Evaluating a model's effectiveness goes beyond traditional metrics, focusing instead on business outcomes and budgetary constraints. Starting with a baseline model, even a simple heuristic, can provide valuable insights before diving into more complex solutions like LLMs. The evolution of data availability has shifted how we approach model selection, allowing for innovative uses of LLMs even with limited datasets.
