A$.$ In the context of real$-$world computing problems, we have a range of scenarios, Match these scenarios with an $Al$ sub$-$domains such as problem solving, logical knowledge reasoning, probabilistic reasoning, and machine learninmaloworthms to improve the accuracy and efficiency of decision$-$maknig processes.

In this scenario, a user interacts with a voice$-$activated personal assistant that can answer questions, set reminders, and control smart home devices. PF lrotat $ML$

An autonomous vehicle navigates through a complex urban environment, making decisions in real$-$time to avoid obstacles and reach its destination. Abse Ps lo gect Kouldge

A financial institution uses a system that analyzes transaction patterns to identify potentially fraudulent

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A computer$-$based system analyzes patient symptoms, medical history, and diagnostic data to provide recommendations for potential illnesses. I fr

A computer program plays chess and uses strategic thinking to determine the best moves based on the current game state. Ps Probh Solus

Imagine a virtual personal shopping assistant that helps users make clothing purchase decisions. The assistant considers the user's preferences, past purchases, and current fashion trends to provide personalized recommendations. mLa