← IGCSE Computer Science Paper 1

The main characteristics of AI together

The three main characteristics of AI are a collection of data and rules, the ability to reason, and possibly the ability to learn and adapt. Learning and adapting is optional.

Part of: IGCSE Computer Science 0478 — 6.3 Artificial Intelligence — Module 7

Understanding The main characteristics of AI together in IGCSE Computer Science Paper 1

What it does: The list holds all three characteristics, with learning marked as optional, which is how a full exam answer should read. The rule uses stored data (road closed) and reasons to a new route, linking the characteristics to a real system. Learning and adapting is only 'possibly' present. Data and rules and reasoning are expected in every AI system. The app changes its behaviour based on past results, which is learning and adapting. A collection of data and rules is the first characteristic: the AI stores facts and the rules for using them.

Common mistakes: The second main characteristic of AI is the ability to reason, not the ability to delete. Line 3 should be OUTPUT "2 Ability to reason". The total number of characteristics is the required ones (data and rules, reasoning) plus the optional one (learning). It must use + not -, giving 3.

Class: _____________________  ·  Name: _____________________  ·  Date: _________

Free printable worksheet with full answer key — or add this module to a class and your students practise it interactively.

🖨 Print worksheet + answer key Add The main characteristics of AI together to a class →

This module's key terms are also in a printable crossword (Modules 652–661) and word search (Modules 652–678).

Take this worksheet further — free with Cloodit

Each concept is reinforced from every angle — learned, then applied, then tested.

Learning
Duo
Which list gives the three main characteristics of AI?
A collection of data and rules, the ability to reason, and possibly the ability to learn and adaptA keyboard, a screen, and a printer
Matches
characteristics = ["data and rules", "reasoning", "learning (compulsory)"]
↓
Learning and adapting is wrongly shown as compulsory. It is only a possible characteristic, so it is optional.
Applying
Meanings
Term
Characteristics of AI
Meaning
The three main characteristics of AI are a collection of data and rules, the ability to reason, and possibly the ability to learn and adapt. Learning and adapting is optional.
Practice
OUTPUT "1 A collection of data and rules"
Testing
Gaps
1: a collection of and rules
Check Answer
Spots
2OUTPUT "1 Data and rules"
3OUTPUT "2 Ability to delete"

Cloodit turns curriculum-aligned coding content into journeys students work through one biome at a time.

The 'Wolverine' badge — Fearless Coder, one of Cloodit's 106 collectible badges
Students earn collectable badges

Over 100 of them, across seven natural biomes.

Study Buddy
Students build a real study resource

Turns their work into revision material ready for Flash Cards and Exam study.

Diamond Dash — one of Cloodit's live, competitive Sprint games
Students lock in with Sprints

Live, competitive practice for the start of the lesson or a teacher-led lesson finisher.

A Cloodit certificate of achievement, ready to personalise and print
Custom printable certificates

Honour your top performers, or encourage a student who's trying hard — ready to print in seconds.

Add to class →

Quick Questions

1. Which list gives the three main characteristics of AI?
A. A keyboard, a screen, and a printer
B. A collection of data and rules, the ability to reason, and possibly the ability to learn and adapt ✓
The three main characteristics are data and rules, reasoning, and (possibly) learning and adapting. Hardware such as a keyboard or screen is not a characteristic of AI.
2. In the Cambridge 0478 course, which characteristic of AI is described as optional?
A. The ability to reason
B. The ability to learn and adapt ✓
Learning and adapting is only 'possibly' present. Data and rules and reasoning are expected in every AI system.
3. An exam asks you to 'state the characteristics of AI'. Which answer is better?
A. Lists all three: data and rules, reasoning, and possibly learning and adapting ✓
B. Only says that the computer is clever
List all three characteristics using the correct terms. 'Clever' is too vague to earn marks.
4. Which statement about the characteristics of AI is correct?
A. A system can show data and rules plus reasoning without learning and adapting ✓
B. A system must learn and adapt or it cannot be called AI
Learning and adapting is optional. An expert system, for example, uses data and rules and reasons with them but does not need to learn.
5. A medical expert system stores facts about illnesses and if-then rules. Which characteristic does this show?
A. A collection of data and rules ✓
B. The ability to learn and adapt
Stored facts and if-then rules are the collection of data and rules. Nothing here shows the system changing itself.

Match the Pairs

data_and_rules = True → The AI has a collection of data and rules to work from. This is the first main characteristic.
IF learning_possible THEN adapt() → The AI may learn and adapt. This third characteristic is optional, so not every AI has it.
An exam answer lists all three main characteristics of AI: data and rules, reasoning, and possibly learning and adapting. → characteristics = ["data and rules", "reasoning", "learning (optional)"]
Each characteristic is linked to what a system does, such as a satnav using its map data and rules to reason out a route. → IF road_closed THEN reroute()
characteristics = ["data and rules", "reasoning", "learning (compulsory)"] → Learning and adapting is wrongly shown as compulsory. It is only a possible characteristic, so it is optional.
characteristics = ["data and rules", "reasoning"] → The list is incomplete. A full answer needs all three characteristics, including the optional ability to learn and adapt.

Key Term

Characteristics of AI
The three main characteristics of AI are a collection of data and rules, the ability to reason, and possibly the ability to learn and adapt. Learning and adapting is optional.

Fill in the Blanks

1. 1: a collection of data and rules
Hint: Type the word for what the first characteristic stores alongside rules
2. 2: the ability to reason
Hint: Type the verb for using data and rules to work out a conclusion
3. 3: possibly the ability to learn and adapt
Hint: Type the verb for changing in response to what has been learned
4. Learning and adapting is optional for AI
Hint: Type the word that says this characteristic is not always needed
5. Expert system: data, rules and reasoning
Hint: Type the noun for the characteristic an expert system uses to reach a conclusion

Spot the Error

Question 1
A OUTPUT "AI characteristics"
B OUTPUT "1 Data and rules"
C OUTPUT "2 Ability to delete"
D OUTPUT "3 Learn (optional)"
Line C — The second main characteristic of AI is the ability to reason, not the ability to delete. Line 3 should be OUTPUT "2 Ability to reason".
Question 2
A required <- 2
B optional <- 1
C total <- 0
D total <- required - optional
Line D — The total number of characteristics is the required ones (data and rules, reasoning) plus the optional one (learning). It must use + not -, giving 3.
Question 3
A system <- "Chess AI"
B data <- "moves and rules"
C reason <- "stores the rules"
D learn <- "improves from games"
Line C — Storing rules is the data and rules characteristic. Reasoning is using the data and rules to reach a decision, such as picking the best move.
Question 4
A hasData <- TRUE
B hasReason <- FALSE
C learns <- FALSE
D isAI <- hasData AND hasReason
Line B — The system reasons, so hasReason should be TRUE. Reasoning is a required characteristic of AI, so with FALSE the final line would wrongly make isAI FALSE.
Question 5
A OUTPUT "AI characteristics:"
B OUTPUT "Data only"
C OUTPUT "Reasoning"
D OUTPUT "Learning (optional)"
Line B — The first characteristic is a collection of data AND rules, not data only. Line 2 should be OUTPUT "Data and rules".

Student with a class code? Join your class →