AI agent evaluation starts with a simple reality: an agent can produce a polished final response and still fail the task. Once an AI system can retrieve information, call tools, request approval and change an external system, the final text is only a report of what happened. It is not proof that the work was […]
AI System Design Artificial Intelligence Machine Learning Real-Time Machine Learning System Design Interview
Interview question:Uber predicts that ride demand in a particular area will increase significantly in the next 20 minutes. How would you design an Uber demand prediction system that forecasts demand and proactively encourages drivers to move to that area? This is a classic marketplace and machine-learning system design question. The interviewer is testing whether you […]