Evaluate science and technology claims
Develop Paper 3 arguments about innovation, AI, social media, privacy and technology in education or work using evidence and careful ethical reasoning.
Exam scope and assessment notes
StudyForA lessons and questions are original and are not Cambridge materials. Answers to language and literature responses are examples for self-review, not Cambridge marks or grades; ask a qualified Arabic teacher to review extended writing and interpretation. This route is not a full timed specimen paper. The 9865 grammar-and-structures list is a separate, non-exhaustive Cambridge document and has not yet been reconciled item by item. Literature set-text passages are not reproduced; use the correct books and pages for your examination year. Cambridge has not yet published past papers, examiner reports or example candidate responses for this new qualification.
Before you begin
Work on paper. Try each question before revealing help, and explain why your method works.
Quick readiness check
Which statement is best supported?
What you will learn
- Cover innovation, social media and technology in different settings.
- Distinguish a technology's capability from its real-world effect.
- Evaluate benefit, risk, access and governance in a sustained argument.
Map Topic 6
Topic 6 includes medical and scientific innovation, research ethics, smart technology, privacy and security, artificial intelligence, social media, online communities, communication technology, access to technology, and technology in education and work.
Ask what task a tool performs, for whom, with what data and under whose oversight. Avoid describing AI as if it had one fixed level of accuracy in every setting.
Make an evidence-based claim
Separate a potential benefit from measured performance. A tool may save time on one task but still need human checking, accessible alternatives and privacy safeguards.
An ethical argument can examine consent, data minimisation, unequal access, accountability and who can challenge an error.
Sources for this lesson
Pause and explain
What should an ethical technology evaluation specify?
Worked example
Question: «هل ينبغي استخدام الذكاء الاصطناعي في التعليم؟» What should a balanced answer test?
Show the worked solution
- Possible benefit: feedback or practice can be available at different times.
- Risks: inaccurate output, privacy, unequal access and over-reliance.
- Conditions: disclose use, protect data and require human review for consequential decisions.
Answer A balanced answer can support bounded uses for practice while requiring accuracy checks, privacy safeguards, equitable access and human oversight where decisions affect students.
Try a topic test
Choose Easy, Normal or Difficult. Save your answers and open worked review after finishing.
Test this topic →From guided practice to a new situation
Write your answer and reasoning first. Use a hint only if you are stuck. The model solution is for self-checking; your written work is not automatically marked.
Give one benefit and two safeguards for using an AI writing assistant in class.
Give me a hint
Separate low-stakes practice from final assessment or consequential decisions.
Compare my reasoning
- Name a bounded learning use.
- Add an accuracy or authorship safeguard.
- Add a privacy or equity safeguard.
It may help students practise revising a draft. Teachers can require students to check suggestions and disclose assistance, while schools minimise stored personal data and provide an equivalent route for students without reliable access.
Look for these in your work
- Names a concrete use
- Includes accuracy or authorship review
- Addresses privacy or access
Write an Arabic sentence that limits a claim about social media and wellbeing.
Give me a hint
Use «قد ... لدى بعض المستخدمين» and name a factor that could change the effect.
Compare my reasoning
- State a possible effect.
- Limit it to a group or context.
- Name a factor that should be studied.
Example: «قد تؤثر وسائل التواصل في شعور بعض المستخدمين بالانتماء، غير أن الأثر يتوقف على نوع الاستخدام والسياق الاجتماعي.»
Look for these in your work
- Uses a qualified claim
- Names context
- Uses an appropriate contrast
A study reports that students using a learning app scored higher. What questions would you ask before claiming the app caused the difference?
Give me a hint
Consider comparison groups, prior performance, time on task and how scores were measured.
Compare my reasoning
- Check how students were assigned to use the app.
- Compare prior knowledge and study time.
- Inspect the outcome measure and follow-up period.
Ask whether groups were comparable before the study, whether app users spent more time studying, how the scores were measured and whether the difference lasted. Without these details the result may be associated with the app but not caused by it.
Look for these in your work
- Checks study design
- Considers alternative explanations
- Distinguishes association from causation
Common mistakes
- Assuming a tool is accurate because it sounds fluent
- Treating access as equal when devices or connectivity differ
- Discussing privacy without specifying what data or decision is involved
What can you explain now?
What does human review add when an AI system gives feedback?
Compare with the explanation
A way to check errors and consider context
Automated output may be plausible but inaccurate or unsuitable for a particular learner.
After trying it yourself, choose your next review. This is your self-assessment.
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Make it stick
Why can a fluent AI answer still need checking?
If you needed the solution, close it and solve the problem again from a blank page. A correct answer is stronger when you can explain the reason for each step.