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WorksheetsMastering Artificial Intelligence: Course Introduction
Total questions: 49
Worksheet time: 25mins
Which statement best captures the course structure described in the slide?
(a)
Which pillar emphasizes skills like prompt engineering and working with large language models?
Technical Mastery pillar
Foundational Understanding pillar
Responsible AI Usage pillar
Practical Applications pillar
Select all pillars that directly focus on applying AI in real-world contexts.
Foundational Understanding: concepts and evolution
Technical Mastery: LLMs and generative techniques
Practical Applications: roles and daily life
Responsible AI Usage: limitations and implications
Which topic is most aligned with Responsible AI Usage in this course?
Designing new loss functions for vision models
Understanding limitations, precautions, implications
Optimizing transformer architectures for speed
Configuring cloud GPUs for model training
Which description best captures artificial intelligence in the context of these foundation modules?
Systems that mimic human cognition and decision-making
Mathematical theories unrelated to practical applications
Any software that runs on modern computers and phones
Only robotics hardware with mechanical actuators and sensors
Which core principle is central to AI as introduced here?
Learning from data to improve performance over time
Manually coding every rule for all possible scenarios
Relying on faster hardware without algorithms
Avoiding real-world deployment to prevent bias
Which statement aligns with the historical evolution highlighted from Alan Turing to the present?
Conceptual foundations leading to practical breakthroughs over decades
Instant development of fully autonomous systems in one decade
Decline of AI interest after early experiments by Turing
Strict focus on hardware with no algorithmic progress
Which pair best represents real-world AI applications emphasized in the modules?
Medical imaging diagnostics and fraud detection
Web page styling and static site generation
File compression utilities and disk defragmentation
Traffic forecasting and personalized recommendations
In the illustration, a robotic hand reaches toward a human hand. What concept does this imagery most likely convey for Module 1?
Isolation of AI from everyday digital products
Mechanical engineering of industrial robots only
Replacement of all human tasks by automation
Human–AI interaction and collaborative systems
The stacked evolution of computing devices in the right image suggests which trend in AI history?
Single breakthrough replacing all prior methods
Uniform hardware with no effect on AI capabilities
Abrupt abandonment of AI research due to failures
Progressive advances in computing enabling practical AI
Which practice best embodies prompt engineering when interacting with AI systems?
Selecting a higher temperature value
Deploying a larger GPU cluster
Writing clear, specific instructions
Adding more training data files
Which items are core topics within prompt engineering skills?
Iterative refinement strategies
Context optimization techniques
Neural architecture search
Hardware driver configuration
Large Language Models primarily excel at which capability?
Managing database transactions
Rendering 3D graphics in real time
Processing and generating language
Compiling low-level machine code
When choosing an LLM for a task, which considerations are most relevant?
Training and capabilities
Model selection for tasks
Manufacturer brand logo
Laptop screen refresh rate
Generative AI is best described as systems that can create which types of outputs?
Exclusively numerical forecasts
Only structured SQL tables
Text, images, audio, and video
Just encrypted network packets
Which steps commonly appear in content generation workflows using generative AI?
Manual bytecode editing
Prompting with constraints
Draft creation and iteration
Soldering circuit components
What is a realistic benefit of multi‑modal AI applications?
Combining text and visuals for richer outputs
Eliminating all data privacy concerns
Replacing all human creativity entirely
Guaranteeing zero hallucinations
Which approach helps unlock more creative possibilities with AI while maintaining control?
Use random prompts without goals
Iteratively refine prompts with feedback
Ignore context and constraints
Disable all model parameters
Which AI capability primarily supports students with tailored guidance and tutoring?
Marketing optimisation and campaign targeting
Personalised study assistance and tutoring
Automated grading and rubric feedback
Content scheduling and audience analytics
Select all AI uses that directly help students manage coursework and time.
Language learning and translation tools
Research and information synthesis
Assignment planning and time management
Automate operations and logistics workflows
A teacher wants quicker assessment cycles with consistent comments. Which AI feature fits best?
Audience engagement analytics
Language learning and translation tools
Research and information synthesis
Automated grading and feedback systems
Which pair best describes AI’s value to teachers planning instruction?
Time tracking and payroll automation
Customer data analysis and segmentation
Curriculum development and lesson planning
Idea generation and content scheduling
Choose the benefits AI brings to business owners, according to the material.
Create engaging educational content
Personalised study assistance for learners
Analyse customer data to inform decisions
Automate operations to boost productivity
Which statement best captures the theme: “AI isn’t replacing professionals”?
AI only helps with translation tasks
AI fully automates all creative work
AI eliminates the need for human teachers
AI empowers smarter, faster, more creative work
Which student-focused capability most helps when synthesising sources into concise notes?
Lesson planning and curriculum development
Marketing optimisation and segmentation
Research and information synthesis
Audience engagement analytics
Differentiate instruction for diverse learners is listed under which module?
AI for Students
AI for Teachers
AI for Creators
AI for Business Owners
Match each role to the most relevant AI outcome.
Students — assignment planning
Teachers — automated grading
Business owners — optimise marketing
Creators — schedule posts
Which combination reflects AI’s contribution to business decision-making?
Personalised tutoring and study guidance
Analyse customer data and enhance decisions
Language learning aids and translation tools
Creating engaging educational content pieces
Which AI capability most directly reduces electricity use in a smart home?
Voice reminders about schedules
Automated routines for chores
Entertainment content suggestions
Energy optimisation algorithms
Select the features typically included in AI-powered personal finance apps.
Smart thermostat control
Expense categorisation
Automated investment advice
Budget tracking tools
A user wants morning wake-up automation and evening media suggestions. Which AI integration describes this scenario?
Edge GPU acceleration
Daily routine integration
Network intrusion detection
Industrial robotics scheduling
Which pair correctly matches AI domain to example functionality?
Health & wellness — nutrition planning
Personal finance — expense categorisation
Smart home — voice assistants
Smart home — stock portfolio rebalancing
What is the primary benefit of automated routines in smart homes?
Manual control for each device
Consistent task execution
Randomised lighting schedules
Offline-only operation
Which scenario best illustrates an AI accuracy challenge that requires user verification?
AI provides a list of open-source licenses verbatim
AI outputs raw sensor readings with no formatting
AI declines to answer due to missing training data
AI returns plausible dates for an event without sources
What is meant by AI’s lack of true understanding?
It cannot translate languages beyond basic phrases
It cannot store long-term memory persistently
It recognizes patterns without comprehending human meaning
It fails to run algorithms on high-dimensional data
Which practice best mitigates algorithmic bias in AI systems?
Limit outputs to numeric values only
Disable user feedback mechanisms
Increase model parameter count only
Use diverse, audited training datasets
A team plans to publish AI-generated health advice. Which precaution is most critical before release?
Cross-check facts with reliable medical sources
Increase temperature to enhance creativity
Disable logging to reduce compute cost
Remove all citations from the content
Which actions protect user privacy when interacting with AI tools?
Embed personal identifiers in prompts for context
Use encrypted channels for sensitive queries
Store raw customer records in public datasets
Avoid sharing passwords or confidential data
Human oversight in responsible AI primarily involves which activity?
Let models self-correct without intervention
Automate approvals for faster deployment
Ignore domain experts to reduce bias
Review and edit AI outputs before important decisions
Which statement reflects a common misconception about AI reliability?
AI models can encode bias from training data
User privacy can be impacted by data sharing
AI outputs are absolute truth and need no verification
AI-generated content may be plausible yet incorrect
Respecting intellectual property when using AI-generated content primarily means what?
Use content commercially without review
Publish anonymously to avoid liability
Assume fair use covers all AI outputs
Understand copyright and provide proper attribution
Which combined set of practices best embodies responsible AI usage?
Evaluate ethical impacts before deployment
Maintain human oversight of outputs
Verify information with reliable sources
Share sensitive data for richer responses
Which development best characterizes advanced AI capabilities in the near term?
Stronger multi‑modal processing across inputs
Exclusive focus on single‑task automation only
Reduced personalisation to avoid adaptation
Less emphasis on reasoning and planning
What outcomes are expected from wider AI accessibility? Select all that apply.
Distribution limited to high‑income regions
Tools usable across diverse industries globally
AI available only to research labs
Support for individual users worldwide
Which statements align with ethical frameworks for AI?
Eliminating accountability mechanisms entirely
Prioritising speed over safety and fairness
Unrestricted deployment without oversight
Regulations to ensure responsible development
You are designing a multi‑modal assistant. Which feature most directly leverages improved reasoning within multi‑modal AI?
Restricting input to text transcripts only
Separating each modality into isolated silos
Integrating text, image, and audio for decisions
Randomly choosing outputs without context
Which emerging trend is expected to enhance AI's role in healthcare?
Integration of AI with wearable health devices
Focus solely on administrative tasks
Reduction of patient data collection
Limiting AI applications to diagnostics only
What is a significant challenge in ensuring AI fairness?
Over-reliance on historical data without context
Exclusively using synthetic data for training
Uniform data collection methods across all demographics
Immediate deployment without testing
Which AI application is most beneficial for enhancing user experience in e-commerce?
Static promotional content
Basic search functionality
Personalized product recommendations
Automated inventory management systems
