D685 Practical Applications of Prompt - Set 3 - Part 1

Correct Answer: Fairness and accessibility

Fairness and accessibility ensure all citizens receive equal service regardless of their technological skills or knowledge levels.
Option a is incorrect because automation speed shouldn't override the need for equitable access to government services.
Option c is incorrect because cost reduction must not compromise equal access for citizens with varying technological literacy.
Option d is incorrect because increasing complexity would worsen accessibility rather than ensuring equal service access.

Correct Answer: Persona role switching

Persona role switching allows AI to adopt different tones and styles appropriate for business versus casual communication contexts.
Option a is incorrect because context provides information rather than enabling the switching between different communication tones.
Option c is incorrect because output format determines structure rather than enabling tone adaptation between message types.
Option d is incorrect because constraints set limitations rather than facilitating adaptive tone switching.

Correct Answer: Data imbalance problem

Data imbalance occurs when common diseases have abundant training data while rare conditions lack sufficient representation.
Option b is incorrect because processing power wouldn't cause performance differences between common and rare disease analysis.
Option c is incorrect because storage limits wouldn't selectively affect rare disease performance over common conditions.
Option d is incorrect because algorithm speed doesn't explain performance disparities between disease types.

Correct Answer: Real-time decision making

Real-time decision making enables immediate response coordination during disasters when every second affects lives and outcomes.
Option a is incorrect because creative generation isn't relevant to urgent disaster response coordination needs.
Option c is incorrect because historical archiving doesn't address immediate disaster response coordination requirements.
Option d is incorrect because cost analysis is secondary to immediate life-saving decision needs.

Correct Answer: Self-consistency technique

Self-consistency technique validates findings by checking multiple sources and ensuring consistent, reliable research verification results.
Option a is incorrect because zero-shot prompting doesn't specifically address multi-source consistency verification for research.
Option c is incorrect because tree-of-thought explores reasoning paths rather than validating consistency across sources.
Option d is incorrect because generated knowledge creates context rather than verifying consistency across research sources.

Correct Answer: Context information depth

Context information provides cultural nuances and regional understanding necessary for culturally appropriate destination recommendations.
Option a is incorrect because output structure determines format rather than incorporating cultural awareness and nuances.
Option c is incorrect because persona defines role rather than specifically providing cultural context information.
Option d is incorrect because constraints set boundaries rather than incorporating cultural understanding.

Correct Answer: Supervised classification training

Supervised classification uses labeled examples of both legitimate and fraudulent claims to train accurate fraud detection.
Option a is incorrect because unsupervised learning lacks the labeled fraud examples needed for classification training.
Option c is incorrect because reinforcement learning uses rewards rather than labeled fraud and legitimate examples.
Option d is incorrect because self-supervised learning generates its own labels rather than using provided classifications.

Correct Answer: Cognitive verifier technique

Cognitive verifier technique asks clarifying questions, and overuse causes unnecessary interruptions disrupting natural conversation flow.
Option a is incorrect because generated knowledge creates context rather than asking users clarifying questions.
Option c is incorrect because chain-of-thought provides reasoning steps rather than generating user questions.
Option d is incorrect because few-shot prompting provides examples rather than generating clarifying questions.

Correct Answer: Human autonomy preservation

Human autonomy preservation keeps humans in control of critical decisions, especially in borderline cases requiring judgment.
Option a is incorrect because full automation would eliminate human review of borderline mortgage cases.
Option c is incorrect because speed optimization shouldn't override human judgment in important financial decisions.
Option d is incorrect because cost efficiency must not eliminate necessary human oversight in lending.

Correct Answer: User safety protection

User safety must take precedence in mental health applications to protect vulnerable individuals from potential harm.
Option a is incorrect because response speed cannot override safety considerations for mental health support users.
Option c is incorrect because feature complexity shouldn't compromise the safety of vulnerable mental health users.
Option d is incorrect because data collection must never take priority over user safety protection.

Correct Answer: Least-to-most prompting

Least-to-most prompting builds complexity gradually from basic syntax to advanced solutions, enabling progressive skill development.
Option a is incorrect because self-consistency validates outputs rather than building progressive complexity in coding.
Option c is incorrect because tree-of-thought explores multiple paths rather than gradually building complexity.
Option d is incorrect because zero-shot generation doesn't ensure progressive complexity building from basics.

Correct Answer: Temporal data bias

Temporal bias occurs when training data underrepresents certain time periods, causing poor night shift performance.
Option b is incorrect because algorithmic flaws would affect all shifts rather than specifically night production.
Option c is incorrect because storage limitations wouldn't cause time-specific quality control failures.
Option d is incorrect because processing speed doesn't explain shift-specific detection problems.

Correct Answer: Contextual understanding ability

Contextual understanding enables AI to differentiate educational content from harmful material based on discussion context.
Option a is incorrect because processing speed doesn't help distinguish educational from harmful content contexts.
Option c is incorrect because storage capacity doesn't improve contextual understanding of content intent.
Option d is incorrect because network bandwidth is unrelated to understanding content context.

Correct Answer: Diverse data collection

Diverse data collection ensures recommendations respect various cultural backgrounds and reading preferences without bias.
Option a is incorrect because processing speed doesn't address the need for culturally diverse recommendations.
Option c is incorrect because storage expansion doesn't ensure diverse and respectful book recommendations.
Option d is incorrect because cost reduction shouldn't compromise diversity in recommendation systems.

Correct Answer: Persona consistency maintenance

Persona consistency ensures brand voice remains uniform across different marketing campaigns and content pieces.
Option a is incorrect because format rules determine structure rather than maintaining consistent brand voice.
Option c is incorrect because context variation would create inconsistency rather than maintaining brand voice.
Option d is incorrect because constraint flexibility could compromise brand voice consistency.

Correct Answer: Transparency and humility

Transparency and humility require acknowledging limitations and insufficient evidence rather than making unsupported scientific conclusions.
Option a is incorrect because speed maximization shouldn't override the need to acknowledge insufficient evidence.
Option c is incorrect because automation goals must not compromise scientific integrity and evidence standards.
Option d is incorrect because efficiency cannot justify making conclusions without sufficient supporting evidence.

Correct Answer: Multi-criteria classification

Multi-criteria classification enables routing decisions based on multiple factors like urgency and technical complexity simultaneously.
Option a is incorrect because voice synthesis generates speech rather than classifying and routing calls.
Option c is incorrect because document summarization condenses text rather than routing customer calls.
Option d is incorrect because translation converts languages rather than classifying call routing needs.

Correct Answer: Environmental context bias

Environmental context bias occurs when training data from urban settings doesn't represent rural healthcare environments.
Option b is incorrect because technical limitations would affect all facilities rather than specifically rural ones.
Option c is incorrect because processing efficiency doesn't explain location-specific performance differences.
Option d is incorrect because storage problems wouldn't selectively impact rural facility performance.

Correct Answer: Human life protection

Human life protection must be the absolute priority in autonomous vehicle decisions, overriding all other considerations.
Option a is incorrect because fuel efficiency cannot take precedence over protecting human lives.
Option c is incorrect because travel time reduction must never compromise safety and life protection.
Option d is incorrect because maintenance costs are irrelevant compared to human life protection.

Correct Answer: Tree-of-thought technique

Tree-of-thought technique explores multiple strategic paths and options before selecting optimal solution recommendations.
Option a is incorrect because zero-shot responds directly without exploring various strategic options first.
Option c is incorrect because few-shot copying uses examples rather than exploring multiple strategic paths.
Option d is incorrect because self-consistency ensures reliability rather than exploring different strategic options.