Unit 2: Emerging Technologies and Future of the Discipline - Practice Quiz

FSC101M — Programme Orientation-I 60 Questions
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1 Which industrial revolution is primarily associated with the use of steam power and mechanization?

Evolution of Technology: Industry 1.0 to Industry 5.0 Easy
A. Industry 2.0
B. Industry 1.0
C. Industry 3.0
D. Industry 4.0

2 Industry 5.0 is best described by which of the following focuses?

Evolution of Technology: Industry 1.0 to Industry 5.0 Easy
A. Introduction of steam engines
B. Human-machine collaboration and personalization
C. Mass production using assembly lines
D. Basic use of electricity

3 What does Digital Transformation primarily refer to?

Digital Transformation Easy
A. Converting analog signals to digital only
B. Integrating digital technology into all areas of a business
C. Replacing all employees with robots
D. Storing files on paper backups

4 How many Sustainable Development Goals (SDGs) were adopted by the United Nations in 2015?

Sustainable Development Goals (SDGs) Easy
A. 10
B. 25
C. 8
D. 17

5 Machine Learning is best defined as a subset of AI that enables systems to:

Emerging Technologies: Artificial Intelligence and Machine Learning Easy
A. Only follow fixed rules written by humans
B. Learn from data without explicit programming
C. Connect devices to the internet
D. Store large files efficiently

6 What does IoT stand for?

Internet of Things (IoT) Easy
A. Integration of Tools
B. Interface of Terminals
C. Internet of Things
D. Internet of Technology

7 A blockchain is best described as a:

Blockchain Easy
A. Distributed and immutable digital ledger
B. Physical chain of hardware devices
C. Centralized single database server
D. Type of computer virus

8 The Metaverse is best understood as:

Metaverse Easy
A. A physical data center
B. A shared immersive virtual environment
C. A new programming language
D. A type of computer processor

9 Compared to 4G, one major advantage of 5G technology is:

5G and Beyond Easy
A. Lower speed but higher cost
B. Higher speed and lower latency
C. Only works for voice calls
D. No need for any network towers

10 Edge Computing mainly aims to process data:

Edge Computing Easy
A. Manually by human operators
B. Only in a distant central cloud
C. Inside printed documents
D. Closer to the source of data

11 A Digital Twin is best defined as:

Digital Twins Easy
A. An identical twin of a person
B. A duplicate email account
C. A backup copy of a hard drive
D. A virtual model of a physical object or system

12 In manufacturing, industrial automation primarily helps to:

Robotics and Industrial Automation Easy
A. Eliminate the need for electricity
B. Perform repetitive tasks with machines
C. Slow down the production process
D. Increase manual labor requirements

13 What distinguishes an intelligent sensor from a basic sensor?

Intelligent Sensors Easy
A. It requires no power to work
B. It can only measure temperature
C. It cannot connect to any device
D. It can process data and make decisions

14 Hardware security is mainly concerned with protecting:

Hardware Security Easy
A. Physical devices and their embedded components
B. Printed instruction manuals
C. Only software applications
D. Social media accounts

15 Medical Informatics combines healthcare with which field?

Medical Informatics Easy
A. Automobile engineering
B. Fashion design
C. Information technology
D. Agriculture

16 Which of the following is an example of a clean energy technology?

Clean Energy Technologies Easy
A. Diesel generators
B. Gasoline engines
C. Coal burning
D. Solar power

17 Semiconductors are most commonly made from which material?

Chip Design and Semiconductor Manufacturing Easy
A. Glass
B. Wood
C. Silicon
D. Rubber

18 Intelligent Transportation Systems (ITS) primarily aim to:

Intelligent Transportation Systems (ITS) Easy
A. Increase traffic congestion
B. Improve safety and efficiency of transport
C. Build more parking garages only
D. Replace all roads with railways

19 The World Economic Forum Future of Jobs Report mainly provides insights about:

Future Workforce: World Economic Forum Future Jobs Report Easy
A. Instructions for repairing cars
B. Rules for playing sports
C. Trends in jobs and skills for the future
D. Recipes for cooking meals

20 Which of the following is considered an important skill for future careers?

Skills required for future careers Easy
A. Critical thinking and problem solving
B. Memorizing without understanding
C. Avoiding all new technology
D. Refusing to learn new tools

21 A factory introduces collaborative robots (cobots) that work safely alongside humans, emphasizing personalization and human-centric production. Which industrial revolution best characterizes this approach?

Evolution of Technology: Industry 1.0 to Industry 5.0 Medium
A. Industry 5.0
B. Industry 3.0
C. Industry 2.0
D. Industry 4.0

22 Which sequence correctly matches the driving technology to its industrial revolution?

Evolution of Technology: Industry 1.0 to Industry 5.0 Medium
A. Electronics → Steam → Electricity → Cyber-Physical Systems
B. Electricity → Steam → Cyber-Physical Systems → Electronics
C. Cyber-Physical Systems → Electronics → Electricity → Steam
D. Steam → Electricity → Electronics/IT → Cyber-Physical Systems

23 A retail company shifts from manual record-keeping to a cloud-based system that uses customer data analytics to personalize offers. This change is best described as:

Digital Transformation Medium
A. Legacy migration
B. Digital transformation
C. Data warehousing
D. Digitization only

24 A startup develops low-cost solar lanterns for off-grid villages. Which SDG does this most directly support?

Sustainable Development Goals (SDGs) Medium
A. SDG 16: Peace and Justice
B. SDG 14: Life Below Water
C. SDG 7: Affordable and Clean Energy
D. SDG 4: Quality Education

25 A model is trained on labeled emails to classify them as spam or not spam. Which type of machine learning is being used?

Emerging Technologies: Artificial Intelligence and Machine Learning Medium
A. Reinforcement learning
B. Supervised learning
C. Semi-structured learning
D. Unsupervised learning

26 An AI model performs perfectly on training data but poorly on new data. This problem is called:

Emerging Technologies: Artificial Intelligence and Machine Learning Medium
A. Normalization
B. Underfitting
C. Overfitting
D. Regularization

27 A smart home thermostat measures temperature, sends data to the cloud, and adjusts heating automatically. Which IoT layer is responsible for collecting the temperature data?

Internet of Things (IoT) Medium
A. Perception (sensing) layer
B. Application layer
C. Network layer
D. Business layer

28 In a blockchain, each block typically contains the hash of the previous block. What is the main purpose of this design?

Blockchain Medium
A. To speed up transactions
B. To ensure tamper-evidence and integrity
C. To reduce storage size
D. To encrypt user identities

29 Which consensus mechanism relies on validators staking cryptocurrency rather than solving computational puzzles?

Blockchain Medium
A. Proof of Work
B. Proof of Authority
C. Proof of Burn
D. Proof of Stake

30 A user attends a virtual conference using a VR headset, interacting with 3D avatars in a persistent shared space. Which core feature of the metaverse does 'persistence' refer to?

Metaverse Medium
A. The graphics render at high frame rates
B. The avatars move faster than real time
C. The system encrypts all user data
D. The environment continues to exist even after users log off

31 A remote surgery application requires ultra-reliable communication with delays under 1 millisecond. Which 5G capability is most critical here?

5G and Beyond Medium
A. Ultra-Reliable Low-Latency Communications (URLLC)
B. Enhanced Mobile Broadband (eMBB)
C. Wide Area Coverage
D. Massive Machine-Type Communications (mMTC)

32 A self-driving car processes sensor data locally instead of sending everything to a distant cloud server. What is the primary advantage of this edge computing approach?

Edge Computing Medium
A. Reduced latency for real-time decisions
B. Lower device cost
C. Higher storage capacity
D. Simpler software design

33 A manufacturer creates a real-time virtual replica of a jet engine that updates as the physical engine operates, enabling predictive maintenance. This is an example of:

Digital Twins Medium
A. A CAD drawing
B. A digital twin
C. A data warehouse
D. A simulation model

34 In industrial automation, a PLC (Programmable Logic Controller) is primarily used to:

Robotics and Industrial Automation Medium
A. Encrypt network traffic
B. Render 3D graphics
C. Store large customer databases
D. Control machinery and automate processes

35 What distinguishes an intelligent (smart) sensor from a conventional sensor?

Intelligent Sensors Medium
A. It requires no power source
B. It only measures temperature
C. It has onboard processing and can perform local computations
D. It is always wireless

36 A malicious modification inserted into an integrated circuit during manufacturing to cause failure or leak data is called a:

Hardware Security Medium
A. Hardware Trojan
B. Buffer overflow
C. Firewall breach
D. SQL injection

37 A hospital adopts a system to store, retrieve, and share patient records digitally across departments. This system is best known as:

Medical Informatics Medium
A. Customer Relationship Management (CRM)
B. Content Management System (CMS)
C. Enterprise Resource Planning (ERP)
D. Electronic Health Record (EHR)

38 Which technology is used to store excess solar energy generated during the day for use at night?

Clean Energy Technologies Medium
A. Smart meters
B. Wind turbines
C. Battery energy storage systems
D. Photovoltaic panels

39 In semiconductor manufacturing, photolithography is primarily used to:

Chip Design and Semiconductor Manufacturing Medium
A. Transfer circuit patterns onto the silicon wafer
B. Test the finished chip's speed
C. Package the chip in plastic
D. Cool the wafer during operation

40 Vehicles communicating with traffic signals to optimize flow and reduce congestion is an example of which ITS communication type?

Intelligent Transportation Systems (ITS) Medium
A. V2V (Vehicle-to-Vehicle)
B. V2P (Vehicle-to-Pedestrian)
C. V2C (Vehicle-to-Cloud)
D. V2I (Vehicle-to-Infrastructure)

41 A manufacturing firm claims it has achieved 'Industry 5.0' maturity. Which of the following observations would most strongly validate this claim rather than Industry 4.0?

Evolution of Technology: Industry 1.0 to Industry 5.0 Hard
A. Cobots are deployed to augment human creativity while prioritizing worker well-being and sustainability
B. IoT sensors feed a centralized cloud analytics platform for predictive maintenance
C. Digital twins simulate the entire production line before physical deployment
D. Autonomous cyber-physical systems optimize throughput with minimal human oversight

42 An enterprise digitizes its paper forms into PDFs and stores them in the cloud, but processes remain unchanged. Why does this NOT constitute genuine digital transformation?

Digital Transformation Hard
A. It lacks a 5G network to accelerate file transfers
B. It only achieves digitization/digitalization without reimagining business models or value delivery
C. It does not deploy AI to auto-classify the documents
D. It fails to use blockchain for immutability of records

43 A rural micro-grid project uses AI to balance solar supply with demand, creating local technician jobs and reducing diesel use. Which combination of SDGs does it MOST directly advance?

Sustainable Development Goals (SDGs) Hard
A. SDG 4 (Quality Education), SDG 5 (Gender Equality), and SDG 10 (Reduced Inequalities)
B. SDG 7 (Affordable Clean Energy), SDG 8 (Decent Work), and SDG 13 (Climate Action)
C. SDG 1 (No Poverty), SDG 2 (Zero Hunger), and SDG 3 (Good Health)
D. SDG 14 (Life Below Water), SDG 15 (Life on Land), and SDG 16 (Peace)

44 A deep model achieves 99% training accuracy but 62% test accuracy. Adding more layers worsens the gap. Which intervention is MOST likely to address the root cause?

Emerging Technologies: Artificial Intelligence and Machine Learning Hard
A. Remove the validation set to allow training on all available data
B. Increase the learning rate substantially to escape local minima
C. Apply regularization such as dropout and increase training data via augmentation
D. Add more hidden layers to increase representational capacity

45 In a large-scale IoT deployment with thousands of battery-powered sensors reporting infrequently, which protocol/architecture choice best balances power efficiency and scalability?

Internet of Things (IoT) Hard
A. HTTP/1.1 REST polling every second over Wi-Fi
B. Persistent WebSocket connections maintained continuously to a server
C. SOAP web services with XML payloads over cellular 4G
D. MQTT with QoS 0 publish over a low-power WAN (e.g., LoRaWAN)

46 A consortium wants a permissioned blockchain where a few known, semi-trusted organizations validate transactions and Byzantine fault tolerance is required. Which consensus mechanism is MOST appropriate?

Blockchain Hard
A. Practical Byzantine Fault Tolerance (PBFT)
B. Proof of Work (PoW)
C. Longest-chain Nakamoto consensus
D. Proof of Stake with public token economics

47 Which technical challenge is the PRIMARY bottleneck for achieving convincing, motion-sickness-free immersion in a shared VR metaverse?

Metaverse Hard
A. Supporting multiple spoken languages in voice chat
B. Storing large 3D asset files in cloud object storage
C. Achieving ultra-low motion-to-photon latency (typically under ~20 ms)
D. Rendering avatars using a consistent color palette

48 An autonomous factory requires ultra-reliable communication with end-to-end latency under 1 ms for real-time control. Which 5G service category and enabling technique apply?

5G and Beyond Hard
A. Best-effort broadband via dynamic spectrum sharing
B. URLLC delivered via network slicing and edge computing
C. eMBB delivered via massive carrier aggregation
D. mMTC delivered via narrowband IoT scheduling

49 A video-analytics system must react within 30 ms and operates in areas with intermittent connectivity. Why is edge computing preferred over pure cloud processing here?

Edge Computing Hard
A. It eliminates the need for any model retraining over time
B. It permanently stores all raw video with better durability than the cloud
C. It offers unlimited compute exceeding any datacenter
D. It performs inference locally, reducing latency and dependence on continuous backhaul

50 What most fundamentally distinguishes a true digital twin from a conventional high-fidelity simulation model?

Digital Twins Hard
A. It is built once and never updated after deployment
B. A live, bidirectional data link continuously synchronizes the model with its physical counterpart
C. It is rendered in 3D with photorealistic textures
D. It runs on a supercomputer rather than a workstation

51 A 6-DOF robotic arm must move its end-effector to a specified Cartesian pose. Computing the required joint angles from that target pose is an instance of solving which problem?

Robotics and Industrial Automation Hard
A. Trajectory smoothing
B. Inverse kinematics
C. Forward kinematics
D. Dynamic torque balancing

52 An 'intelligent' (smart) sensor differs from a conventional transducer principally because it:

Intelligent Sensors Hard
A. Requires an external ADC and manual calibration for every reading
B. Integrates on-board processing for signal conditioning, self-calibration, and digital output
C. Uses a larger analog voltage range for its raw signal
D. Transmits only unprocessed raw analog values to a remote controller

53 A Physically Unclonable Function (PUF) is valued in hardware security primarily because it:

Hardware Security Hard
A. Provides unlimited tamper-proof persistent storage on-chip
B. Encrypts firmware using a globally shared symmetric key
C. Derives a device-unique key from uncontrollable manufacturing variations, avoiding stored secrets
D. Runs a software antivirus routine at every boot

54 In clinical decision support, why is a diagnostic model's high accuracy potentially misleading for a rare disease with 1% prevalence?

Medical Informatics Hard
A. High accuracy always guarantees high recall for the minority class
B. Accuracy cannot be computed when classes are imbalanced
C. Prevalence has no effect on any performance metric
D. A model predicting 'no disease' every time scores ~99% accuracy yet is clinically useless, so sensitivity/specificity matter more

55 A solar farm sized for peak midday output faces the 'duck curve' problem on the grid. Which strategy most directly mitigates the steep evening ramp it causes?

Clean Energy Technologies Hard
A. Increasing the number of solar panels to raise midday peak output
B. Pairing generation with battery energy storage to shift surplus midday energy to evening demand
C. Curtailing solar generation whenever the sun is brightest
D. Shutting down all thermal plants during daylight hours permanently

56 As transistor nodes shrink below ~7 nm, why has Extreme Ultraviolet (EUV) lithography become essential?

Chip Design and Semiconductor Manufacturing Hard
A. It replaces silicon with graphene as the substrate material
B. It eliminates the need for photoresist and masks entirely
C. It allows wafers to be processed at room pressure in open air
D. Its ~13.5 nm wavelength patterns features finer than earlier 193 nm sources can resolve without complex multi-patterning

57 For cooperative collision avoidance, connected vehicles exchange V2V messages. Which requirement is MOST critical for these safety messages?

Intelligent Transportation Systems (ITS) Hard
A. Low-latency, authenticated broadcast so messages are timely and trustworthy
B. Compatibility with legacy dial-up modem speeds
C. Long-term archival storage of every broadcasted message
D. Maximum video resolution for in-cabin entertainment streams

58 The WEF Future of Jobs Report frames labor disruption largely in terms of a 'churn'. What does this concept most accurately capture?

Future Workforce: World Economic Forum Future Jobs Report Hard
A. Simultaneous displacement of some roles and creation of new ones, requiring large-scale reskilling
B. A permanent net decline in total employment across all sectors
C. The complete replacement of human labor by automation within a decade
D. A one-time shift of workers from agriculture to manufacturing

59 When a software professional discovers a safety-critical defect their employer wishes to conceal, codes of ethics such as those of IEEE/ACM most directly require them to:

Professional Society Perspectives Hard
A. Delete records of the defect to avoid liability exposure
B. Prioritize public safety and disclose the risk through appropriate channels
C. Take no action unless a customer files a formal complaint
D. Defer entirely to management to protect the company's reputation

60 Given rapid technological churn, why do employers increasingly prioritize 'meta-skills' like learning agility over mastery of a specific current tool?

Skills required for future careers Hard
A. Soft skills fully replace the need for any technical competence
B. Specific tools never change once a worker has learned them
C. Tool-specific knowledge depreciates quickly, so adaptability sustains long-term employability across shifting technologies
D. Meta-skills are cheaper to certify than technical skills