Model Trade Offs and Constraints Questions

Reason about trade offs between accuracy, latency, cost, complexity, and maintainability when selecting models and system designs. Discuss when to prefer a simpler model due to latency budgets or feature cost, how to budget retraining or feature pipelines, the engineering overhead of custom features, and how to run experiments and cost benefit analyses to justify choices. Include guardrail metrics and operational constraints that influence design decisions.