The lecturer presented the audience with a hypothetical scenario of an AI system capable of reasoning and drawing conclusions, demonstrating its ability to apply logical rules and make deductions, whereas a traditional machine learning model would only make predictions based on historical data. This showcases the power of artificial intelligence in reasoning and problem-solving.