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

CAP101M — Programme Orientation-I 60 Questions
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1 Which technology is most associated with Industry 1.0?

Evolution of Technology: Industry 1.0 to Industry 5.0 Easy
A. Cyber-physical systems and IoT
B. Mass production using electricity
C. Computers and automation
D. Steam power and mechanization

2 What is the central theme of Industry 5.0?

Evolution of Technology: Industry 1.0 to Industry 5.0 Easy
A. Collaboration between humans and machines
B. Introduction of steam engines
C. Basic use of electricity
D. First use of assembly lines

3 Digital transformation primarily refers to:

Digital Transformation Easy
A. Printing documents faster
B. Integrating digital technology into all areas of a business to change how it operates
C. Buying new office furniture
D. Hiring more manual workers

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

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

5 Machine Learning is best described as:

Emerging Technologies: Artificial Intelligence and Machine Learning Easy
A. A programming language for websites
B. A method of manually coding every rule
C. A subset of AI where systems learn patterns from data without being explicitly programmed
D. A type of computer hardware

6 What does IoT stand for?

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

7 A blockchain is best described as a:

Blockchain Easy
A. Distributed, tamper-resistant ledger of records
B. Physical storage device
C. Single central database owned by one company
D. Type of web browser

8 The Metaverse mainly refers to:

Metaverse Easy
A. A shared, immersive virtual world where users interact
B. A new type of hard disk
C. A mobile phone brand
D. A programming compiler

9 Compared to 4G, a key advantage of 5G networks is:

5G and Beyond Easy
A. Fewer connected devices
B. Higher speed and lower latency
C. Slower data transfer
D. Larger physical phones

10 Edge computing mainly aims to:

Edge Computing Easy
A. Eliminate the need for any computers
B. Store all data only in one central cloud
C. Process data closer to where it is generated
D. Slow down data processing intentionally

11 A digital twin is:

Digital Twins Easy
A. A virtual replica of a physical object or system
B. A backup copy of a printed document
C. A duplicate user account
D. A pair of identical robots

12 In manufacturing, industrial automation primarily helps to:

Robotics and Industrial Automation Easy
A. Remove all quality control checks
B. Perform repetitive tasks with speed and precision
C. Make products more expensive to build
D. Increase manual labor for every task

13 What distinguishes an intelligent sensor from a basic sensor?

Intelligent Sensors Easy
A. It is always larger in size
B. It cannot detect anything
C. It can process data and make decisions in addition to sensing
D. It only works without electricity

14 Hardware security is mainly concerned with:

Hardware Security Easy
A. Managing office schedules
B. Protecting physical devices and chips from attacks and tampering
C. Designing website layouts
D. Writing marketing content

15 Medical informatics deals with:

Medical Informatics Easy
A. Designing video games only
B. Using information technology to manage and analyze healthcare data
C. Manufacturing cars
D. Building bridges and roads

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

Clean Energy Technologies Easy
A. Solar power
B. Coal-fired boilers
C. Diesel generators
D. Petrol engines

17 Semiconductors are most commonly made from which material?

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

18 Intelligent Transportation Systems (ITS) aim to:

Intelligent Transportation Systems (ITS) Easy
A. Ban public transport
B. Remove all roads
C. Use technology to make transport safer and more efficient
D. Reduce the number of vehicles to zero

19 The World Economic Forum's Future of Jobs Report mainly discusses:

Future Workforce-World Economic Forum Future Jobs Report Easy
A. Cooking recipes for restaurants
B. The best tourist destinations
C. How jobs and skills are changing due to technology
D. Rules of popular sports

20 Which of the following is commonly listed as an important skill for future careers?

Skills required for future careers Easy
A. Avoiding all new technology
B. Refusing to learn new things
C. Critical thinking and problem solving
D. Working only in isolation

21 A factory currently uses networked cyber-physical systems and cloud connectivity for mass automation. It now wants to add collaborative robots (cobots) that work alongside humans to enable mass personalization. This transition best represents a move from:

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

22 A retail company digitizes its paper invoices into PDFs but does not change any of its underlying business processes or customer experience. Why is this NOT considered true digital transformation?

Digital Transformation Medium
A. It fails to install the latest computer hardware
B. It only digitizes existing processes rather than reimagining how value is created and delivered
C. It uses PDFs instead of cloud storage
D. It does not use a social media presence

23 An engineering team designs a low-cost solar microgrid for a rural village lacking reliable electricity. Which UN Sustainable Development Goal does this project most directly support?

Sustainable Development Goals Medium
A. SDG 14: Life Below Water
B. SDG 7: Affordable and Clean Energy
C. SDG 4: Quality Education
D. SDG 2: Zero Hunger

24 A model achieves 99% accuracy on training data but only 65% on new test data. This behavior is most likely due to:

Emerging Technologies: Artificial Intelligence and Machine Learning Medium
A. Too small a learning rate
B. Underfitting the training data
C. Missing an activation function
D. Overfitting the training data

25 A smart agriculture system uses thousands of battery-powered soil sensors spread across large fields, sending small data packets infrequently. Which communication requirement is MOST critical for this deployment?

Internet of Things (IoT) Medium
A. Ultra-high bandwidth for video streaming
B. Low power consumption and long-range connectivity
C. High-resolution display output per sensor
D. Wired Ethernet to every sensor node

26 In a blockchain, each block stores the cryptographic hash of the previous block. What is the primary security benefit of this design?

Blockchain Medium
A. Tampering with one block invalidates all subsequent blocks, making changes detectable
B. It allows any single node to override the ledger instantly
C. It reduces the storage size of the entire chain significantly
D. It increases the transaction speed by skipping validation

27 A company builds a persistent 3D virtual workspace where remote employees appear as avatars, interact in real time, and own digital assets. Which combination of technologies is MOST essential to deliver this experience?

Metaverse Medium
A. Only a spreadsheet application
B. Extended reality (VR/AR), real-time networking, and digital identity/asset management
C. Only a static HTML website
D. Only a relational database

28 Which feature of 5G is MOST important for enabling remote robotic surgery, where a surgeon controls instruments over a network?

5G and Beyond Medium
A. Longer battery life for phones
B. High device density support
C. Ultra-low latency (URLLC)
D. Cheaper data plans

29 A self-driving car must detect obstacles and brake within milliseconds. Why is edge computing preferred over sending all sensor data to a distant cloud server for processing?

Edge Computing Medium
A. It increases the round-trip distance to the server
B. It reduces latency by processing data locally near the source
C. It permanently stores all data in the cloud
D. It eliminates the need for any onboard sensors

30 A wind turbine operator creates a virtual replica that continuously receives live sensor data to predict component failures before they occur. This is a primary use of:

Digital Twins Medium
A. A social media dashboard
B. A digital twin for predictive maintenance
C. A static CAD blueprint with no data feed
D. A blockchain ledger for payments

31 In an automotive assembly line, robots perform repetitive welding with high precision 24/7. What is the MAIN advantage industrial automation provides here compared to manual labor?

Robotics and Industrial Automation Medium
A. Consistent precision and repeatability at high throughput
B. Greater creativity in unstructured problem-solving
C. Lower initial capital investment
D. Superior emotional judgment with customers

32 How does an intelligent (smart) sensor differ from a conventional sensor?

Intelligent Sensors Medium
A. It sends only raw analog signals without any conditioning
B. It requires no power source to operate
C. It includes onboard processing to filter, calibrate, or interpret data before transmission
D. It can only measure temperature and nothing else

33 A malicious modification inserted into an integrated circuit during manufacturing that can leak data or cause failure is known as:

Hardware Security Medium
A. A software firewall
B. A hardware Trojan
C. A stack overflow
D. A cache miss

34 A hospital adopts Electronic Health Records (EHR) that can be securely shared across departments. Which benefit is MOST directly enabled by medical informatics in this scenario?

Medical Informatics Medium
A. Improved care coordination through accessible, integrated patient data
B. Guaranteed cure for all diseases automatically
C. Elimination of the need for any medical staff
D. Removal of all patient privacy requirements

35 A solar and wind powered grid faces the challenge that generation does not always match demand timing. Which technology MOST directly addresses this intermittency problem?

Clean Energy Technologies Medium
A. Reducing the number of consumers
B. Painting panels a darker color
C. Energy storage systems such as batteries
D. Adding more diesel generators

36 Moore's Law historically described that the number of transistors on a chip doubles approximately every:

Chip Design and Semiconductor Manufacturing Medium
A. Two years
B. Twenty years
C. Six months
D. Ten years

37 A city deploys traffic signals that adapt their timing in real time based on live vehicle flow data from cameras and sensors. This is an example of an Intelligent Transportation System because it:

Intelligent Transportation Systems (ITS) Medium
A. Replaces all roads with railways
B. Uses real-time data to dynamically optimize traffic flow
C. Fixes signal timing permanently regardless of conditions
D. Removes the need for any traffic signals entirely

38 According to the World Economic Forum's Future of Jobs analysis, as automation displaces some roles, the labor market is expected to:

Future Workforce-World Economic Forum Future Jobs Report Medium
A. Require no reskilling from workers at all
B. Eliminate all human employment permanently
C. Create new roles requiring digital and analytical skills while transforming existing ones
D. Freeze all job categories with no change

39 Why do professional societies such as IEEE and ACM publish codes of ethics for engineers and computing professionals?

Professional Society Perspectives Medium
A. To set the retail price of consumer electronics
B. To guide responsible decision-making and protect public welfare in technical practice
C. To ban the use of all emerging technologies
D. To manufacture semiconductor chips directly

40 A recent engineering graduate wants to stay employable as technologies rapidly evolve. Which combination of skills is MOST aligned with future-ready careers?

Skills required for future careers Medium
A. Relying only on manual, non-digital methods
B. Avoiding all new tools and workflows
C. Memorizing a single fixed programming language forever
D. Continuous learning, digital literacy, and adaptability

41 A manufacturing consultancy argues that Industry 5.0 is not merely an extension of Industry 4.0 but a paradigm correction. Which combination of characteristics most precisely distinguishes Industry 5.0 from Industry 4.0?

Evolution of Technology: Industry 1.0 to Industry 5.0 Hard
A. Human-centricity, sustainability, and resilience layered onto cyber-physical automation
B. Introduction of cyber-physical systems and IoT-driven interconnection of machines
C. First use of programmable logic controllers for factory automation
D. Mass production via electrification and assembly-line standardization

42 An enterprise digitizes its paper forms into PDFs and stores them in the cloud but keeps the same manual approval workflows. According to standard digital-transformation frameworks, this effort is best classified as:

Digital Transformation Hard
A. Digital transformation, because cloud adoption inherently transforms the organization
B. Digital disruption, because the market position of competitors is altered
C. Digitization, not digital transformation, since no process or business model was reimagined
D. Digitalization, since the workflow logic was fully automated end to end

43 A policymaker wants a single SDG whose progress most directly enables measurable improvements across SDG 6 (Water), SDG 3 (Health), and SDG 13 (Climate) through cleaner power for treatment, refrigeration, and reduced emissions. Which SDG is the strongest cross-cutting enabler?

Sustainable Development Goals Hard
A. SDG 16: Peace, Justice and Strong Institutions
B. SDG 7: Affordable and Clean Energy
C. SDG 8: Decent Work and Economic Growth
D. SDG 4: Quality Education

44 A deep model achieves 99% training accuracy but 71% validation accuracy, and the gap widens as training continues. Which single intervention most directly targets the underlying cause?

Emerging Technologies: Artificial Intelligence and Machine Learning Hard
A. Removing validation-set shuffling to stabilize the metric
B. Adding dropout and L2 regularization to reduce variance
C. Increasing model depth and parameter count to raise capacity
D. Lowering the learning rate to improve convergence stability

45 In a large-scale IoT deployment, engineers must choose between MQTT and CoAP for constrained sensor nodes over lossy networks. Which reasoning correctly matches protocol to requirement?

Internet of Things (IoT) Hard
A. CoAP suits request/response over UDP with low overhead; MQTT suits publish/subscribe over TCP for reliable telemetry streams
B. Both run only over TCP, so the choice depends solely on message payload size
C. CoAP is publish/subscribe while MQTT is strictly request/response, favoring CoAP for broadcast
D. MQTT runs over UDP for minimal latency; CoAP runs over TCP for guaranteed delivery

46 A permissioned enterprise blockchain replaces Proof of Work with a Byzantine Fault Tolerant (BFT) consensus tolerating faulty nodes. What is the minimum total number of nodes required for classical BFT safety?

Blockchain Hard
A.
B.
C.
D.

47 A metaverse platform must maintain consistent shared state across thousands of concurrently interacting avatars with sub-100ms perceived latency. Which architectural challenge is the most fundamental bottleneck?

Metaverse Hard
A. State synchronization and interest management under the constraints of the CAP theorem across distributed servers
B. The lack of a standardized file format for avatar clothing textures
C. Insufficient polygon counts in current GPU hardware for large scenes
D. The unavailability of 3D rendering engines capable of photorealistic avatars

48 5G defines three service categories: eMBB, URLLC, and mMTC. A remote surgical robot requires guaranteed 1ms latency and near-perfect reliability. Which category applies, and which enabling technology is essential?

5G and Beyond Hard
A. URLLC, enabled by network slicing to isolate a low-latency, high-reliability logical network
B. eMBB, enabled by beamforming to extend coverage range
C. mMTC, enabled by narrowband IoT for massive device density
D. eMBB, enabled by carrier aggregation to maximize peak throughput

49 An autonomous vehicle vendor debates processing perception data at the edge versus the cloud. Beyond latency, which argument most strongly justifies edge processing for this safety-critical use case?

Edge Computing Hard
A. Edge processing always guarantees stronger data encryption than cloud data centers
B. Cloud processing cannot perform machine-learning inference on video streams
C. Edge processing preserves function during network outages and reduces bandwidth for high-rate sensor data
D. Edge devices have unlimited compute, eliminating any need for model compression

50 A team builds a virtual replica of a wind turbine that receives live sensor feeds but cannot send commands or predictions back to the physical asset. According to the digital-twin maturity model, this implementation is best described as a:

Digital Twins Hard
A. Digital thread, because it links the asset across its lifecycle stages
B. Full digital twin, because live data synchronization is the only requirement
C. Digital model, since no automated data connection exists
D. Digital shadow, since data flows one-way from physical to virtual without feedback

51 A collaborative robot (cobot) shares workspace with humans without safety fences. Which control strategy is most fundamental to enabling this safe interaction?

Robotics and Industrial Automation Hard
A. Force/torque sensing with compliance control to detect contact and limit impact energy
B. Disabling all sensors to prevent false emergency stops during operation
C. Operating at maximum speed to minimize task cycle time near workers
D. Maximizing joint stiffness to guarantee positional accuracy at all times

52 An intelligent sensor node performs on-board signal conditioning, self-calibration, and anomaly flagging before transmitting. Compared to a raw analog sensor, the primary system-level advantage is:

Intelligent Sensors Hard
A. Reduced communication load and improved data quality by transmitting processed, validated information
B. Guaranteed immunity to all forms of electromagnetic interference
C. Lower unit cost than a passive analog sensing element in every case
D. Elimination of any need for a central controller in the overall system

53 A design team wants to authenticate each chip using a fingerprint derived from uncontrollable manufacturing variations, so no secret key needs to be stored in non-volatile memory. Which primitive achieves this?

Hardware Security Hard
A. A hardcoded AES key burned into ROM during fabrication
B. A software-based hash of the firmware image stored in flash
C. Physical Unclonable Function (PUF), which generates a device-unique response from intrinsic process variation
D. A pseudorandom number generator seeded from the system clock

54 A hospital integrates lab, radiology, and pharmacy systems from different vendors. Adopting HL7 FHIR primarily solves which challenge, and what remains unaddressed?

Medical Informatics Hard
A. It replaces the need for any clinical coding systems entirely
B. It provides interoperability standards for exchanging data, but semantic consistency still requires shared terminologies like SNOMED CT and LOINC
C. It encrypts all patient data at rest, but does nothing for data exchange formats
D. It fully guarantees both data exchange and identical clinical meaning across all systems automatically

55 A grid operator adds large amounts of solar and wind. The 'duck curve' phenomenon reveals which core challenge, and which technology most directly mitigates it?

Clean Energy Technologies Hard
A. Excessive baseload from renewables at night; adding more coal plants balances it
B. Overproduction of hydrogen at midday; flaring the surplus resolves it
C. Frequency instability caused only by transmission line resistance; thicker cables solve it
D. A steep evening ramp when solar drops as demand peaks; energy storage and demand response smooth the ramp

56 As transistor nodes shrank below ~7nm, manufacturers adopted EUV lithography and moved from FinFET toward Gate-All-Around (GAA) transistors. The primary motivation for GAA over FinFET is:

Chip Design and Semiconductor Manufacturing Hard
A. Increasing supply voltage to boost switching speed at small nodes
B. Replacing silicon entirely with graphene as the channel material
C. Elimination of the need for any lithography step in fabrication
D. Better electrostatic gate control over the channel to reduce leakage at small dimensions

57 In connected-vehicle ITS, V2X communication is layered. A car receiving a warning that a vehicle two cars ahead is braking hard, relayed via infrastructure, exemplifies which capability critical to cooperative safety?

Intelligent Transportation Systems (ITS) Hard
A. Beyond-line-of-sight awareness through V2I/V2N relaying that extends perception past onboard sensors
B. Static road signage digitized into a downloadable map file
C. Cellular voice calling between drivers to coordinate manually
D. Purely onboard LiDAR processing without any external communication

58 The WEF Future of Jobs Report frames labor-market change as simultaneous creation and displacement. Which interpretation best captures its central quantitative message about automation?

Future Workforce-World Economic Forum Future Jobs Report Hard
A. Automation has negligible effect on job composition, so no reskilling is needed
B. Automation displaces some roles while creating new ones, producing net job churn that demands large-scale reskilling
C. Automation eliminates jobs on net, so the workforce will steadily shrink toward mass unemployment
D. Automation only affects manual labor, leaving all knowledge work unchanged

59 Professional societies like IEEE and ACM publish codes of ethics. When an engineer discovers a safety flaw their employer wants to conceal, the codes most fundamentally prioritize:

Professional Society Perspectives Hard
A. Maintaining employer confidentiality above all other considerations
B. Maximizing shareholder value as the engineer's primary duty
C. Holding paramount the safety, health, and welfare of the public, even above employer interests
D. Deferring entirely to management judgment on all technical risk decisions

60 A curriculum designer must prioritize skills likely to remain valuable as AI automates routine analytical tasks. Which skill category is most defensible as durable, and why?

Skills required for future careers Hard
A. Rote memorization of programming syntax, since coding will always require it
B. Single-tool specialization, since deep narrow expertise never becomes obsolete
C. Manual data entry speed, since digital records still need typing
D. Complex problem-solving combined with social/emotional intelligence, since these resist automation and complement AI tools