AI Basics

Artificial Intelligence Basics

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Understanding what AI is, how it works, how to use it safely, and ethical considerations.

Level 1

What is AI?

Understand the basic definition of AI.

Learning objective

Define Artificial Intelligence and recognize everyday examples.

Let's Go!

Step media

Learn

Artificial Intelligence (AI) is a way for computers to do things that usually require human brains, like understanding speech, recognizing pictures, or making decisions.

Visual guide for What is AI?
Curriculum Level:Level 1
๐Ÿค–
Level 1 AI Lab

Explore how machine learning systems analyze data, calculate probabilities, and make predictions.

๐Ÿ” Pattern Recognition: Training an Image Model

AI learns by seeing examples! Click the cards to categorize them into Dog vs Cat, then test if the model recognizes the pattern.

๐Ÿฑ Whiskers & Pointed Ears
๐Ÿถ Floppy Ears & Big Snout
๐Ÿฑ Slit Pupils & Soft Paws
๐Ÿถ Wagging Tail & Bark
Mystery Input: ๐Ÿบ (Pointed ears + howling)

โšก Token Probability Predictor

See how an LLM calculates the mathematical chance of the next word.
Historical Training Bias ModeSimulate what happens when training data reflects historical stereotypes.

๐Ÿ“… Knowledge Boundaries & Training Cutoffs

An AI only knows what it was trained on! Ask these 3 questions to see where the knowledge boundaries lie.

๐Ÿ” AI Hallucination Detector

AI language models generate words that SOUND confident, even when completely false! Test these assertions against real facts.

"Thomas Edison invented the iPhone in 1912 so his workers could text each other."

"Ada Lovelace wrote the world's first computer algorithm for Charles Babbage's Analytical Engine in 1843."

โš–๏ธ Academic Integrity: AI as a Tutor vs AI as Cheating

Compare the two approaches below to identify ethical, growth-focused AI collaboration.

โŒ Unethical / Plagiarism
"Write a 500-word essay on volcanoes for my homework so I can copy-paste it."
  • Student learns nothing about geology or writing.
  • Zero authentic personal voice or original inquiry.
  • Violates school honor code and academic honesty.
โœ… Ethical Learning Partner
"I am writing an essay about volcanoes. Can you quiz me on tectonic plates and explain magma vs lava?"
  • AI acts as a patient, 24/7 personal study tutor.
  • Student writes all their own sentences and conclusions.
  • Deepens comprehension while maintaining 100% integrity.

Try it yourself

Identifying AI

๐ŸŒŸ Student Project GuideSuccess Criteria & WAGOLL (What A Good One Looks Like)โ–พ

๐ŸŽฏ Task Success Criteria (Rubric)

Foundation

Recognizes that robots and computers use AI.

Developing

Identifies some everyday tools that use AI.

Secure (Goal)

Defines AI as computers learning to do human-like tasks.

Mastery

Explains how AI differs from regular computer programs.

๐Ÿ‘€ What A Good One Looks Like (WAGOLL)

๐Ÿ“
Save to Your Website Portfolio:

When you finish creating your project in your software, copy the share link or take a screenshot and publish it onto your student portfolio website!

โญSelf-Assessment: How confident do you feel with this skill?

Reflect

What is your favorite AI tool to use?

Low
High

Learning check

Learning Check

What is Artificial Intelligence (AI)?

Select the correct definition of AI.

Answer correctly to unlock the next level.

Correct! AI allows computers to mimic human intelligence.Think about what 'intelligence' means.
Teacher setup, curriculum links and progress descriptors

Spark support

Routine: See Think Wonder

Achievement pathway

  • Foundation: Recognizes that robots and computers use AI.
  • Developing: Identifies some everyday tools that use AI.
  • Secure: Defines AI as computers learning to do human-like tasks.
  • Mastering: Explains how AI differs from regular computer programs.

Curriculum links

Curriculum strand: CM.AI.1.1

Outcome: AI.Y1.01 โ€” Define what AI is in simple terms.

PYP: Form ยท Artificial Intelligence allows computers to perform tasks that typically require human intelligence.

Learner profile: Inquirer

Competency tags

  • ai
  • basics

Gate support

Accessibility alternative:

Teacher override: allow

Back to top

Locked level

Level 2: How AI Works

Complete the previous learning check to unlock this next level.

Level 2

How AI Works

Understand the role of data in AI.

Learning objective

Explain how AI systems learn from data.

Let's Go!

Step media

Learn

AI works by looking at huge amounts of data (like millions of pictures of cats) and finding patterns. It uses these patterns to guess or make decisions about new things.

Visual guide for How AI Works
Curriculum Level:Level 1
๐Ÿค–
Level 1 AI Lab

Explore how machine learning systems analyze data, calculate probabilities, and make predictions.

๐Ÿ” Pattern Recognition: Training an Image Model

AI learns by seeing examples! Click the cards to categorize them into Dog vs Cat, then test if the model recognizes the pattern.

๐Ÿฑ Whiskers & Pointed Ears
๐Ÿถ Floppy Ears & Big Snout
๐Ÿฑ Slit Pupils & Soft Paws
๐Ÿถ Wagging Tail & Bark
Mystery Input: ๐Ÿบ (Pointed ears + howling)

โšก Token Probability Predictor

See how an LLM calculates the mathematical chance of the next word.
Historical Training Bias ModeSimulate what happens when training data reflects historical stereotypes.

๐Ÿ“… Knowledge Boundaries & Training Cutoffs

An AI only knows what it was trained on! Ask these 3 questions to see where the knowledge boundaries lie.

๐Ÿ” AI Hallucination Detector

AI language models generate words that SOUND confident, even when completely false! Test these assertions against real facts.

"Thomas Edison invented the iPhone in 1912 so his workers could text each other."

"Ada Lovelace wrote the world's first computer algorithm for Charles Babbage's Analytical Engine in 1843."

โš–๏ธ Academic Integrity: AI as a Tutor vs AI as Cheating

Compare the two approaches below to identify ethical, growth-focused AI collaboration.

โŒ Unethical / Plagiarism
"Write a 500-word essay on volcanoes for my homework so I can copy-paste it."
  • Student learns nothing about geology or writing.
  • Zero authentic personal voice or original inquiry.
  • Violates school honor code and academic honesty.
โœ… Ethical Learning Partner
"I am writing an essay about volcanoes. Can you quiz me on tectonic plates and explain magma vs lava?"
  • AI acts as a patient, 24/7 personal study tutor.
  • Student writes all their own sentences and conclusions.
  • Deepens comprehension while maintaining 100% integrity.

Try it yourself

Pattern Finding

๐ŸŒŸ Student Project GuideSuccess Criteria & WAGOLL (What A Good One Looks Like)โ–พ

๐ŸŽฏ Task Success Criteria (Rubric)

Foundation

Knows AI needs information to work.

Developing

Understands that AI uses data.

Secure (Goal)

Explains that AI finds patterns in data to make decisions.

Mastery

Describes how more data improves AI accuracy.

๐Ÿ‘€ What A Good One Looks Like (WAGOLL)

๐Ÿ“
Save to Your Website Portfolio:

When you finish creating your project in your software, copy the share link or take a screenshot and publish it onto your student portfolio website!

โญSelf-Assessment: How confident do you feel with this skill?

Reflect

Why does an AI need so much data?

Low
High

Learning check

Learning Check

How does an AI learn to recognize things?

Select how AI learns.

Answer correctly to unlock the next level.

Correct! AI relies on data patterns.Think about how we showed the AI a million pictures of cats.
Teacher setup, curriculum links and progress descriptors

Spark support

Routine: Zoom In

Achievement pathway

  • Foundation: Knows AI needs information to work.
  • Developing: Understands that AI uses data.
  • Secure: Explains that AI finds patterns in data to make decisions.
  • Mastering: Describes how more data improves AI accuracy.

Curriculum links

Curriculum strand: CM.AI.1.2

Outcome: AI.Y2.01 โ€” Understand that AI works using data and patterns.

PYP: Function ยท AI learns by finding patterns in large amounts of data.

Learner profile: Thinker

Competency tags

  • ai
  • data
  • patterns

Gate support

Accessibility alternative:

Teacher override: allow

Back to top

Locked level

Level 3: Machine Learning

Complete the previous learning check to unlock this next level.

Level 3

Machine Learning

Understand how systems improve over time.

Learning objective

Explain the concept of machine learning.

Let's Go!

Step media

Learn

Machine Learning is a special type of AI where the computer isn't given exact rules for everything. Instead, it learns and improves on its own by analyzing examples and getting feedback when it's wrong.

Visual guide for Machine Learning
Curriculum Level:Level 1
๐Ÿค–
Level 1 AI Lab

Explore how machine learning systems analyze data, calculate probabilities, and make predictions.

๐Ÿ” Pattern Recognition: Training an Image Model

AI learns by seeing examples! Click the cards to categorize them into Dog vs Cat, then test if the model recognizes the pattern.

๐Ÿฑ Whiskers & Pointed Ears
๐Ÿถ Floppy Ears & Big Snout
๐Ÿฑ Slit Pupils & Soft Paws
๐Ÿถ Wagging Tail & Bark
Mystery Input: ๐Ÿบ (Pointed ears + howling)

โšก Token Probability Predictor

See how an LLM calculates the mathematical chance of the next word.
Historical Training Bias ModeSimulate what happens when training data reflects historical stereotypes.

๐Ÿ“… Knowledge Boundaries & Training Cutoffs

An AI only knows what it was trained on! Ask these 3 questions to see where the knowledge boundaries lie.

๐Ÿ” AI Hallucination Detector

AI language models generate words that SOUND confident, even when completely false! Test these assertions against real facts.

"Thomas Edison invented the iPhone in 1912 so his workers could text each other."

"Ada Lovelace wrote the world's first computer algorithm for Charles Babbage's Analytical Engine in 1843."

โš–๏ธ Academic Integrity: AI as a Tutor vs AI as Cheating

Compare the two approaches below to identify ethical, growth-focused AI collaboration.

โŒ Unethical / Plagiarism
"Write a 500-word essay on volcanoes for my homework so I can copy-paste it."
  • Student learns nothing about geology or writing.
  • Zero authentic personal voice or original inquiry.
  • Violates school honor code and academic honesty.
โœ… Ethical Learning Partner
"I am writing an essay about volcanoes. Can you quiz me on tectonic plates and explain magma vs lava?"
  • AI acts as a patient, 24/7 personal study tutor.
  • Student writes all their own sentences and conclusions.
  • Deepens comprehension while maintaining 100% integrity.

Try it yourself

Training a Model

๐ŸŒŸ Student Project GuideSuccess Criteria & WAGOLL (What A Good One Looks Like)โ–พ

๐ŸŽฏ Task Success Criteria (Rubric)

Foundation

Knows AI can learn.

Developing

Understands that AI gets better with practice.

Secure (Goal)

Defines machine learning as systems improving automatically through experience.

Mastery

Differentiates between explicitly programmed rules and machine learning.

๐Ÿ‘€ What A Good One Looks Like (WAGOLL)

๐Ÿ“
Save to Your Website Portfolio:

When you finish creating your project in your software, copy the share link or take a screenshot and publish it onto your student portfolio website!

โญSelf-Assessment: How confident do you feel with this skill?

Reflect

How does feedback help machine learning?

Low
High

Learning check

Learning Check

What makes machine learning different from a regular computer program?

Identify the feature of machine learning.

Answer correctly to unlock the next level.

Correct! Machine learning gets better with experience.Think about the word 'learning'.
Teacher setup, curriculum links and progress descriptors

Spark support

Routine: Before After Slider

Achievement pathway

  • Foundation: Knows AI can learn.
  • Developing: Understands that AI gets better with practice.
  • Secure: Defines machine learning as systems improving automatically through experience.
  • Mastering: Differentiates between explicitly programmed rules and machine learning.

Curriculum links

Curriculum strand: CM.AI.1.3

Outcome: AI.Y3.01 โ€” Define machine learning.

PYP: Change ยท Machine learning enables systems to improve automatically through experience.

Learner profile: Knowledgeable

Competency tags

  • ai
  • machine-learning

Gate support

Accessibility alternative:

Teacher override: allow

Back to top

Locked level

Level 4: Using AI Safely

Complete the previous learning check to unlock this next level.

Level 4

Using AI Safely

Learn to interact safely with AI.

Learning objective

Understand privacy rules and limitations when using AI chatbots or tools.

Let's Go!

Step media

Learn

When using AI, never share personal information like your address, passwords, or full name. Also, remember that AI can 'hallucinate' or make up false facts, so always double-check important information!

Visual guide for Using AI Safely
Curriculum Level:Level 1
๐Ÿค–
Level 1 AI Lab

Explore how machine learning systems analyze data, calculate probabilities, and make predictions.

๐Ÿ” Pattern Recognition: Training an Image Model

AI learns by seeing examples! Click the cards to categorize them into Dog vs Cat, then test if the model recognizes the pattern.

๐Ÿฑ Whiskers & Pointed Ears
๐Ÿถ Floppy Ears & Big Snout
๐Ÿฑ Slit Pupils & Soft Paws
๐Ÿถ Wagging Tail & Bark
Mystery Input: ๐Ÿบ (Pointed ears + howling)

โšก Token Probability Predictor

See how an LLM calculates the mathematical chance of the next word.
Historical Training Bias ModeSimulate what happens when training data reflects historical stereotypes.

๐Ÿ“… Knowledge Boundaries & Training Cutoffs

An AI only knows what it was trained on! Ask these 3 questions to see where the knowledge boundaries lie.

๐Ÿ” AI Hallucination Detector

AI language models generate words that SOUND confident, even when completely false! Test these assertions against real facts.

"Thomas Edison invented the iPhone in 1912 so his workers could text each other."

"Ada Lovelace wrote the world's first computer algorithm for Charles Babbage's Analytical Engine in 1843."

โš–๏ธ Academic Integrity: AI as a Tutor vs AI as Cheating

Compare the two approaches below to identify ethical, growth-focused AI collaboration.

โŒ Unethical / Plagiarism
"Write a 500-word essay on volcanoes for my homework so I can copy-paste it."
  • Student learns nothing about geology or writing.
  • Zero authentic personal voice or original inquiry.
  • Violates school honor code and academic honesty.
โœ… Ethical Learning Partner
"I am writing an essay about volcanoes. Can you quiz me on tectonic plates and explain magma vs lava?"
  • AI acts as a patient, 24/7 personal study tutor.
  • Student writes all their own sentences and conclusions.
  • Deepens comprehension while maintaining 100% integrity.

Try it yourself

Safe Prompts

๐ŸŒŸ Student Project GuideSuccess Criteria & WAGOLL (What A Good One Looks Like)โ–พ

๐ŸŽฏ Task Success Criteria (Rubric)

Foundation

Knows not to share passwords with AI.

Developing

Understands that AI can sometimes give wrong answers.

Secure (Goal)

Practices keeping personal data private and verifying AI responses.

Mastery

Evaluates the privacy policies of AI tools before using them.

๐Ÿ‘€ What A Good One Looks Like (WAGOLL)

๐Ÿ“
Save to Your Website Portfolio:

When you finish creating your project in your software, copy the share link or take a screenshot and publish it onto your student portfolio website!

โญSelf-Assessment: How confident do you feel with this skill?

Reflect

Why shouldn't you trust everything an AI says?

Low
High

Learning check

Learning Check

Which of these is safe to tell an AI chatbot?

Select the safest action.

Answer correctly to unlock the next level.

Correct! Keep personal information private.Remember to protect your personal identity online.
Teacher setup, curriculum links and progress descriptors

Spark support

Routine: SplitScreenSimulator

Achievement pathway

  • Foundation: Knows not to share passwords with AI.
  • Developing: Understands that AI can sometimes give wrong answers.
  • Secure: Practices keeping personal data private and verifying AI responses.
  • Mastering: Evaluates the privacy policies of AI tools before using them.

Curriculum links

Curriculum strand: CM.AI.1.4

Outcome: AI.Y4.01 โ€” Identify safe practices when using AI tools.

PYP: Responsibility ยท Using AI safely involves protecting personal information and understanding AI limitations.

Learner profile: Principled

Competency tags

  • ai
  • safety
  • privacy

Gate support

Accessibility alternative:

Teacher override: allow

Back to top

Locked level

Level 5: LLMs & Bias

Complete the previous learning check to unlock this next level.

Level 5

LLMs & Bias

Explore Large Language Models and algorithmic bias.

Learning objective

Demonstrate how an LLM predicts the next word (tokens) and identify how biased training data skews results.

Let's Go!

Step media

Learn

Large Language Models (LLMs) work by predicting the most likely next word (or token) based on the text they were trained on. However, if they are trained on data containing human stereotypes (bias), the AI's predictions will also be biased!

Visual guide for LLMs & Bias
Curriculum Level:Level 1
๐Ÿค–
Level 1 AI Lab

Explore how machine learning systems analyze data, calculate probabilities, and make predictions.

๐Ÿ” Pattern Recognition: Training an Image Model

AI learns by seeing examples! Click the cards to categorize them into Dog vs Cat, then test if the model recognizes the pattern.

๐Ÿฑ Whiskers & Pointed Ears
๐Ÿถ Floppy Ears & Big Snout
๐Ÿฑ Slit Pupils & Soft Paws
๐Ÿถ Wagging Tail & Bark
Mystery Input: ๐Ÿบ (Pointed ears + howling)

โšก Token Probability Predictor

See how an LLM calculates the mathematical chance of the next word.
Historical Training Bias ModeSimulate what happens when training data reflects historical stereotypes.

๐Ÿ“… Knowledge Boundaries & Training Cutoffs

An AI only knows what it was trained on! Ask these 3 questions to see where the knowledge boundaries lie.

๐Ÿ” AI Hallucination Detector

AI language models generate words that SOUND confident, even when completely false! Test these assertions against real facts.

"Thomas Edison invented the iPhone in 1912 so his workers could text each other."

"Ada Lovelace wrote the world's first computer algorithm for Charles Babbage's Analytical Engine in 1843."

โš–๏ธ Academic Integrity: AI as a Tutor vs AI as Cheating

Compare the two approaches below to identify ethical, growth-focused AI collaboration.

โŒ Unethical / Plagiarism
"Write a 500-word essay on volcanoes for my homework so I can copy-paste it."
  • Student learns nothing about geology or writing.
  • Zero authentic personal voice or original inquiry.
  • Violates school honor code and academic honesty.
โœ… Ethical Learning Partner
"I am writing an essay about volcanoes. Can you quiz me on tectonic plates and explain magma vs lava?"
  • AI acts as a patient, 24/7 personal study tutor.
  • Student writes all their own sentences and conclusions.
  • Deepens comprehension while maintaining 100% integrity.

Try it yourself

Exploring Bias

๐ŸŒŸ Student Project GuideSuccess Criteria & WAGOLL (What A Good One Looks Like)โ–พ

๐ŸŽฏ Task Success Criteria (Rubric)

Foundation

Understands that AI predicts words like autocomplete.

Developing

Explains that AI uses probabilities to choose the next word.

Secure (Goal)

Identifies that biased training data leads to biased AI predictions.

Mastery

Analyzes AI outputs critically for underlying stereotypes.

๐Ÿ‘€ What A Good One Looks Like (WAGOLL)

๐Ÿ“
Save to Your Website Portfolio:

When you finish creating your project in your software, copy the share link or take a screenshot and publish it onto your student portfolio website!

โญSelf-Assessment: How confident do you feel with this skill?

Reflect

How can we fix bias in AI?

Low
High

Learning check

Learning Check

What happens if an AI is trained on biased data?

Select the true statement about AI predictions.

Answer correctly to unlock the next level.

Correct! Biased data leads to biased results.Think about the phrase: 'garbage in, garbage out'.
Teacher setup, curriculum links and progress descriptors

Spark support

Routine: ShortcutSimulator

Achievement pathway

  • Foundation: Understands that AI predicts words like autocomplete.
  • Developing: Explains that AI uses probabilities to choose the next word.
  • Secure: Identifies that biased training data leads to biased AI predictions.
  • Mastering: Analyzes AI outputs critically for underlying stereotypes.

Curriculum links

Curriculum strand: CM.AI.1.5

Outcome: AI.Y5.01 โ€” Understand how LLMs predict text and how bias affects outputs.

PYP: Perspective ยท Language models predict words based on training data, which can introduce human bias.

Learner profile: Open-minded

Competency tags

  • ai
  • llms
  • bias
  • prediction

Gate support

Accessibility alternative:

Teacher override: allow

Back to top

Locked level

Level 6: Ethics & Originality

Complete the previous learning check to unlock this next level.

Level 6

Ethics & Originality

Understand the ethical use of AI for academic support.

Learning objective

Differentiate between using AI for helpful brainstorming/support and using it unethically to cheat or replace original thought.

Let's Go!

Step media

Learn

AI is a powerful tool to help you brainstorm ideas, summarize long articles, or learn new concepts. However, using it to write your essays or complete your assignments is cheating. Your brain needs to do the hard work of learning!

Visual guide for Ethics & Originality
Curriculum Level:Level 1
๐Ÿค–
Level 1 AI Lab

Explore how machine learning systems analyze data, calculate probabilities, and make predictions.

๐Ÿ” Pattern Recognition: Training an Image Model

AI learns by seeing examples! Click the cards to categorize them into Dog vs Cat, then test if the model recognizes the pattern.

๐Ÿฑ Whiskers & Pointed Ears
๐Ÿถ Floppy Ears & Big Snout
๐Ÿฑ Slit Pupils & Soft Paws
๐Ÿถ Wagging Tail & Bark
Mystery Input: ๐Ÿบ (Pointed ears + howling)

โšก Token Probability Predictor

See how an LLM calculates the mathematical chance of the next word.
Historical Training Bias ModeSimulate what happens when training data reflects historical stereotypes.

๐Ÿ“… Knowledge Boundaries & Training Cutoffs

An AI only knows what it was trained on! Ask these 3 questions to see where the knowledge boundaries lie.

๐Ÿ” AI Hallucination Detector

AI language models generate words that SOUND confident, even when completely false! Test these assertions against real facts.

"Thomas Edison invented the iPhone in 1912 so his workers could text each other."

"Ada Lovelace wrote the world's first computer algorithm for Charles Babbage's Analytical Engine in 1843."

โš–๏ธ Academic Integrity: AI as a Tutor vs AI as Cheating

Compare the two approaches below to identify ethical, growth-focused AI collaboration.

โŒ Unethical / Plagiarism
"Write a 500-word essay on volcanoes for my homework so I can copy-paste it."
  • Student learns nothing about geology or writing.
  • Zero authentic personal voice or original inquiry.
  • Violates school honor code and academic honesty.
โœ… Ethical Learning Partner
"I am writing an essay about volcanoes. Can you quiz me on tectonic plates and explain magma vs lava?"
  • AI acts as a patient, 24/7 personal study tutor.
  • Student writes all their own sentences and conclusions.
  • Deepens comprehension while maintaining 100% integrity.

Try it yourself

AI Ethics Scenario

๐ŸŒŸ Student Project GuideSuccess Criteria & WAGOLL (What A Good One Looks Like)โ–พ

๐ŸŽฏ Task Success Criteria (Rubric)

Foundation

Knows that copying an AI's essay is cheating.

Developing

Explains why their own ideas are important.

Secure (Goal)

Uses AI appropriately to brainstorm or summarize, but writes their own work.

Mastery

Consistently cites AI usage and champions academic integrity.

๐Ÿ‘€ What A Good One Looks Like (WAGOLL)

๐Ÿ“
Save to Your Website Portfolio:

When you finish creating your project in your software, copy the share link or take a screenshot and publish it onto your student portfolio website!

โญSelf-Assessment: How confident do you feel with this skill?

Reflect

Why is it important to use your own brain when doing schoolwork?

Low
High

Learning check

Learning Check

Which of these is an ethical (good) way to use AI for school?

Select the ethical way to use AI.

Answer correctly to complete this strand.

Correct! AI is a tool to help you think, not to think for you.Remember that you must always do your own original work.
Teacher setup, curriculum links and progress descriptors

Spark support

Routine: See Think Wonder

Achievement pathway

  • Foundation: Knows that copying an AI's essay is cheating.
  • Developing: Explains why their own ideas are important.
  • Secure: Uses AI appropriately to brainstorm or summarize, but writes their own work.
  • Mastering: Consistently cites AI usage and champions academic integrity.

Curriculum links

Curriculum strand: CM.AI.1.6

Outcome: AI.Y6.01 โ€” Apply ethical principles to the use of AI in schoolwork.

PYP: Reflection ยท Using AI ethically means utilizing it for support while maintaining original thought.

Learner profile: Reflective

Competency tags

  • ai
  • ethics
  • academic-honesty

Gate support

Accessibility alternative:

Teacher override: allow

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