How to optimize AI-based learning systems?

Next, we want to expand your role in driving the AI conversation by explaining the importance of first understanding or determining user intent and then discussing the importance of defining conflicting variables and metrics and how multi-objective optimization will guide the trade-off decisions and actions that the AI model must make. Let's understand this with an example!Whether you use Google Maps, Apple Maps, or Waze (also owned by Google), these AI-infused apps are fantastic at getting you from Point A to Point B in the shortest time. They give you step-by-step directions and can update those directions based on current information (e.g., traffic accidents, weather, potholes, special events) that pop up during your trip.Let’s consider the different variables and metrics that we would want to include in the AI utility function to help the GPS optimize our journey. Two classes of variables and metrics to include in the AI utility...