D429 Introduction to AI for Computer Scientists - Set 3 - Part 3

Correct Answer: Public professional focus

Option b is correct because focusing on public professional content respects privacy while assessing job-relevant information about candidates appropriately and ethically.
Option a is incorrect because deep personal scrutiny invades privacy and judges candidates on irrelevant personal matters unrelated to job performance.
Option c is incorrect because analyzing everything violates privacy boundaries and considers personal information irrelevant to professional qualifications and suitability.
Option d is incorrect because secret monitoring violates consent and privacy expectations, potentially breaking laws and certainly breaking ethical boundaries.

Correct Answer: Private support matching

Option b is correct because privately matching students with appropriate support preserves dignity while ensuring they receive needed educational accommodations effectively.
Option a is incorrect because public labeling stigmatizes students, causing embarrassment and potentially leading to bullying or reduced self-esteem significantly.
Option c is incorrect because announcing deficits focuses on limitations rather than strengths, damaging student confidence and motivation to learn.
Option d is incorrect because broadcasting limitations violates privacy and creates stigma that can follow students throughout their educational journey.

Correct Answer: Aggregated compliance reporting

Option b is correct because aggregated reporting demonstrates ethical sourcing compliance without revealing specific suppliers that constitute competitive advantages for businesses.
Option a is incorrect because full disclosure reveals competitive advantages and supplier relationships that represent valuable proprietary business information and strategies.
Option c is incorrect because complete secrecy prevents verification of ethical claims, reducing consumer trust and accountability for sourcing practices.
Option d is incorrect because sharing competitor information violates business confidentiality and potentially antitrust laws regarding competitive information exchange.

Correct Answer: Informed consent prioritization

Option b is correct because prioritizing informed consent ensures participants understand risks and benefits, protecting vulnerable populations from exploitation effectively.
Option a is incorrect because targeting vulnerable populations for recruitment exploits their circumstances and violates ethical research principles protecting human subjects.
Option c is incorrect because exploiting desperation violates fundamental research ethics and harms vulnerable people who need protection, not exploitation.
Option d is incorrect because coercive incentives compromise voluntary participation, violating ethical standards for human subject research and informed consent.

Correct Answer: Secure evidence archiving

Option b is correct because secure archiving preserves evidence for prosecution while restricting access to prevent further victim trauma and exploitation.
Option a is incorrect because immediate deletion destroys evidence needed for prosecuting criminals and achieving justice for victims of crimes.
Option c is incorrect because public display retraumatizes victims and may violate laws regarding evidence handling and victim privacy protection rights.
Option d is incorrect because unrestricted circulation spreads traumatic content, revictimizing people and potentially interfering with criminal investigations and prosecutions.

Correct Answer: Anonymous pattern sharing

Option b is correct because anonymous sharing allows farmers to benefit from collective knowledge while protecting individual farms from targeted exploitation.
Option a is incorrect because complete isolation prevents farmers from learning from each other's experiences, reducing overall pest management effectiveness collectively.
Option c is incorrect because full disclosure reveals vulnerabilities that could be exploited by competitors or malicious actors targeting specific farms.
Option d is incorrect because hoarding information prevents collective improvement, harming all farmers when shared knowledge could benefit everyone cooperatively.

Correct Answer: Supportive interaction limits

Option b is correct because setting supportive limits ensures emotional AI helps customers without exploiting vulnerable states for commercial gain unethically.
Option a is incorrect because manipulation tactics exploit emotional vulnerability, violating ethical principles and potentially causing psychological harm to customers.
Option c is incorrect because optimizing exploitation of emotional states represents predatory business practices that harm vulnerable customers and destroy trust.
Option d is incorrect because targeting emotional vulnerability violates ethical standards and exploits people when they're least able to make rational decisions.

Correct Answer: Behavioral anomaly detection

Option b is correct because behavioral analysis identifies actual suspicious activities regardless of appearance, preventing discriminatory profiling while maintaining security.
Option a is incorrect because appearance-based screening leads to racial profiling and discrimination while missing actual threats with non-stereotypical appearances.
Option c is incorrect because demographic correlations perpetuate discrimination and violate civil rights while failing to identify diverse threat sources.
Option d is incorrect because racial feature analysis explicitly implements discriminatory profiling that violates human rights and legal protections fundamentally.

Correct Answer: Crisis resource connection

Option b is correct because connecting users to crisis resources and professionals provides immediate help while respecting the limits of AI capabilities.
Option a is incorrect because providing diagnoses exceeds AI capabilities and could cause harm through misdiagnosis without professional clinical assessment involved.
Option c is incorrect because prescribing treatment requires medical licensing and expertise that AI cannot provide safely or legally appropriately.
Option d is incorrect because claiming to replace professionals misleads vulnerable users and prevents them from seeking necessary professional mental healthcare.

Correct Answer: Objective metric combination

Option b is correct because combining multiple objective metrics reduces subjective bias while providing comprehensive fair performance assessment across diverse employees.
Option a is incorrect because subjective impressions introduce unconscious bias that discriminates against employees who differ from evaluator expectations culturally.
Option c is incorrect because enforcing specific cultural norms discriminates against employees from different backgrounds with equally valid professional approaches.
Option d is incorrect because personality preferences irrelevantly judge style over substance, discriminating against effective employees with different interpersonal approaches.