What AI actually is in Intro to Computing - Practice Problems & Coding Challenges

Challenge - 5 Problems

🧠 Conceptual

intermediate

Understanding AI through a real-world analogy

Imagine a smart assistant in your home that learns your preferences over time. Which of the following best describes what AI is in this context?

A A set of fixed rules that never change and always respond the same way.

B A device that only follows commands without any adaptation.

C A system that can learn from data and improve its responses based on experience.

D A simple calculator that only performs basic math operations.

💡 Hint

Think about how the assistant changes its behavior after learning your preferences.

AI refers to systems that can learn from data and improve over time, unlike fixed rule-based systems.

❓ trace

intermediate

Tracing AI decision-making steps

Consider a simple AI that recommends movies based on your past likes. If you liked 'Action' movies before, what would be the AI's next step?

A Recommend movies from the 'Action' genre because it learned your preference.

B Recommend only documentaries regardless of your past likes.

C Recommend random movies without considering your past likes.

D Stop recommending movies altogether.

💡 Hint

Think about how AI uses past data to make future decisions.

The AI uses your past preferences to suggest similar movies, showing learning and adaptation.

❓ Comparison

advanced

Comparing AI and traditional software

Which of the following best highlights the difference between AI and traditional software?

A AI never makes mistakes, but traditional software often does.

B AI can learn and improve from data, while traditional software follows fixed instructions.

C Both AI and traditional software always produce the same output for the same input.

D Traditional software can learn from data, but AI cannot.

💡 Hint

Consider how AI adapts versus how traditional software operates.

AI systems learn and adapt from data, unlike traditional software which follows fixed rules.

❓ identification

advanced

Identifying AI components in a system

Which part of an AI system is responsible for learning from data?

A The learning algorithm that adjusts based on data.

B The user interface that displays results.

C The hardware that stores data without processing it.

D The manual instructions written by programmers.

💡 Hint

Focus on the component that changes behavior based on experience.

The learning algorithm processes data and updates the AI's behavior accordingly.

🚀 Application

expert

Applying AI concepts to a real-world problem

You want to build an AI that helps farmers predict weather to protect crops. Which approach best uses AI principles?

A Create a fixed schedule that assumes the weather is always sunny.

B Ignore weather predictions and water crops randomly.

C Ask farmers to guess the weather every day without any data support.

D Use historical weather data to train a model that predicts future weather patterns.

💡 Hint

Think about how AI uses past data to make predictions.

Training a model on historical data to predict future weather is a core AI application.