ITE302C EXAM 2024/2025 WITH 100% ACCURATE SOLUTIONS, Exams of Nursing

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ITE302C EXAM 2024/2025 WITH 100%

ACCURATE SOLUTIONS

Based upon studies from conducted by accredited certification bodies and the Lumina Foundation, which of the following is true regarding professionals who hold industry validated certifications? A. They demonstrate higher productivity than peers without professional certifications. B. They have greater potential to earn higher salaries than peers without professional certifications. C. They are statistically shown to have greater intelligence than their peers without professional certifications. D. They are more likely to be employed by enterprise level organizations. - Precise Answer ✔✔B When scheduling your exam on Pearson VUE, you will be asked to provide information about yourself. Which of the following do you need to be sure to do when entering this information? A. Have your video camera on and set to the correct aspect ratio. B. Run the speed the test prior to entering your information. C. Set up a unique email to receive exam information from Pearson VUE. D. Match the government-issued ID that you will use to verify your identity on the day of the exam. - Precise Answer ✔✔D Which of the following is a noted difference between a certificate and a certification? A. Certifications cannot be revoked. B. Certifications are granted upon completion of a course. C. Certifications are issued by industry certification bodies. D. Certifications can be accredited. - Precise Answer ✔✔C Which of thefollowing tools can be used to prepare for a certification exam?

A. Summative assessments in Coursera preparatory course. B. The domain domains and objectives in the exam blueprint. C. Instructor-led or self-paced courses in the exam domains. - Precise Answer ✔✔ABC Which of the following are included in an exam blueprint? A. The length of the exam B. How to schedule your exam C. Time and date of your exam D. Practice questions - Precise Answer ✔✔A Upon successful completion of your exam, which of the following actions can you take to share your certification with employers and peers? A. Post your Accredible-issued badge on social platforms such as LinkedIn. B. Share a screenshot from the end of the exam showing that you passed. C. Display your Coursera Professional Certificate on social platforms such as LinkedIn. D. Forward the email notification from Pearson VUE that you receive upon passing the exam to your employer. - Precise Answer ✔✔A You have scheduled your exam at a Pearson VUE test center. Which of the following should you do before you leave for your appointment at the test center? A. Verify that you have run the speed test on the computer that you plan to take the exam on. B. Check that you have the government-issued ID that you used during registration. C. Pack snacks and drinks to have during the exam. D. Make sure you have your mobile phone to take photos of the exam room to provide to the proctor. - Precise Answer ✔✔B

Which of the following are included in the CertNexus Candidate Agreement? A. Instructions on how to schedule your exam B. Domains and objectives covered in the exam C. Expectations of personal conduct such as cheating D. List of subject matter experts that contributed to the job task analysis - Precise Answer ✔✔C Reviewing the exam blueprint prior to scheduling your exam will allow candidates to do which of the following? A. Practice the skills required to complete the tasks outlined in the objectives. B. Consider whether you possess the knowledge, skills, and abilities required to successfully pass the exam. C. Practice exam items that reflect the questions on the certification exam. D. Consider whether you have the required degree or licensure to successfully pass the exam. - Precise Answer ✔✔B Which of the following is an easy and accessible way to demonstrate your skills alongside your certification? A. Post the link to your Accredible badge on global vendor-neutral blogs B. Post a video on social media discussing the value of certifications C. Post on social platforms about how proficient you are in the subject area D. Post evidence of your accomplishments on your Accredible profile - Precise Answer ✔✔D Which of the following defines the AI black box problem? A. A dangerous machine intelligence put in a digital prison B. The challenge of understanding the inner workings of opaque systems C. Not being able to know how something crashed or failed

D. Machine intelligence making something illusory, like pulling a rabbit from a hat - Precise Answer ✔✔B Which of the following elements are important aspects of ethical integrity with regards to data? (Select two.) A. If the holders of data are trustworthy entities. B. If the data is commercially viable or monetarily valuable. C. Whether the data was gathered in an ethical manner. D. What type of data (audio, visual, etc.) is being collected and/or utilized. - Precise Answer ✔✔AC Which of the following best describes why data is sometimes compared to oil? (Select two.) A. Data can fuel algorithmic technologies. B. Data can be easily monopolized. C. Data can damage the environment. D. Data can be monetarily valuable. - Precise Answer ✔✔AD At what point should ethical consideration ideally be applied to emerging technologies? A. Upon delivery, with appropriate warranties where necessary. B. During periodic reviews, with ongoing customer feedback solicited. C. Once an ethical issue has received negative feedback in public media. D. From its inception, through maintenance, to applying foresight regarding its decommissioning. - Precise Answer ✔✔D Which of the following describes dual-use or multipurpose data? A. Data collected for one application that could also be applied to another application in a different domain.

B. Data that can be used in multiple devices or formats, such as a video on a Smart TV, tablet, and computer. C. Data that can be transformed into multiple forms, e.g. extracting audio from a video file. D. Data that can be easily shared with a partner or family member for mutual enjoyment. - Precise Answer ✔✔A Which of the following are important ethical elements to safeguard within ethical AI systems? (Select two.) A. Accountability and management of bias. B. Transparency and explainability, balanced with privacy. C. Performance and optimization. D. The number of layers, tensors, or parameters used in a model. - Precise Answer ✔✔AB Which of the following is the generally agreed upon current state of the art of AI? A. Superintelligence B. Perceptrons C. Narrow AI D. Strong AI - Precise Answer ✔✔C Which of the following describe important aspects of why emerging technologies are so capable and powerful? (Select two.) A. They may be able to self-improve by learning from data. B. They can displace workers by performing their jobs more efficiently. C. They can automate very complex operations. D. They are exciting and captivating to many people. - Precise Answer ✔✔AC

Management asks someone to do a data-related task. Which of the following would likely be ethically problematic? (Select two.) A. Change data to another format. B. Manipulate data or alter its interpretation. C. Aggregate data together. D. Delete any erroneous data. - Precise Answer ✔✔AB Which of the following describe important aspects in the role of an ethical AI engineer? (Select two.) A. Cleaning and sorting data, and auditing for bias. B. Keeping up with the latest developments and vulnerabilities. C. Writing new equations to express intelligence. D. Building and maintaining computational hardware. - Precise Answer ✔✔AB Which of the following, by itself, qualifies as personally identifiable information (PII)? A. A user's home address B. A user's customer ID in an online ordering system C. System events added to a log D. Temperature readings for an office building - Precise Answer ✔✔A Why are groups like race and religion considered protected classes? A. These groups can be used to personally identify someone. B. People use these groups as the basis for their identities. C. These groups have been used as the basis for wholesale discrimination. D. Organizations are legally not allowed to collect information about these groups. - Precise Answer ✔✔C

Which of the following describes an opt-out policy in regards to the collection of private data? A. Data about the user is always collected, regardless of the user's consent. B. Data about that user isn't collected until that user explicitly states you are allowed to. C. Data about the user is never collected, regardless of the user's consent. D. Data about the user is automatically collected unless that user explicitly states that you should not do so. - Precise Answer ✔✔D Which of the following are key principles of privacy by design? (Select two.) A. Organizations must keep the focus of privacy protections on the business rather than the user. B. Organizations must be proactive in protecting against privacy risks, not reactive. C. Organizations must incorporate privacy protections throughout the project lifecycle. D. Organizations must not expose the operational practices and technologies used to protect user privacy. - Precise Answer ✔✔BC What is the purpose of differential privacy? A. To enable parties to share private data without revealing individuals represented in the data. B. To ensure the data is completely confidential and cannot be read by unauthorized parties. C. To only allow certain parties to access certain portions of the data. D. To remove the direct identifiers that can be used to identify individuals. - Precise Answer ✔✔A Which of the following describes the concept of liability? A. Taking ownership of an assigned task. B. The legal responsibility for one's actions. C. The moral duty one has to take action.

D. Answering for one's actions to an authority figure. - Precise Answer ✔✔B What does it mean to call a click-through agreement a "contract of adhesion"? A. One party is forced into using the service after agreeing. B. Both parties are legally bound by the agreement. C. Both parties are equally responsible for ensuring the agreement is adhered to. D. One party is forced into a "take-it-or-leave-it" situation. - Precise Answer ✔✔D Which of the following is a type of technology contract that establishes the goals of both parties and describes how those goals will be achieved? A. Service-level agreement (SLA) B. Software as a Service (SaaS) C. End-user license agreement (EULA) D. Terms of Service (ToS) - Precise Answer ✔✔A How can a visual contract be easier to understand than a written contract? A. The use of pictures is more accessible to all people, whereas a written contract may be difficult for someone with a reading disability to understand. B. The use of pictures explains the contract in greater detail than a written contract, making it easier for anyone to understand the particulars. C. The use of pictures with simple text makes it easier for the layperson to understand the details of a contract. D. The use of pictures without any text makes it easier for most people to comprehend the details of a contract. - Precise Answer ✔✔C What causes bias?

A. Bias is caused by the media. B. Bias is biological, we are born with it. C. Biases are caused by the opinions of our families. D. Biases are learned from our families, our social groups, and the media. - Precise Answer ✔✔D What is the fundamental attribution error? A. When you incorrectly assume a cause and effect relationship for two correlated variables. B. When you believe your ideas are normal and that the majority of people agree with you. C. When you say your bad behavior is caused by the situation, but when other people display the same bad behavior, it is caused by a personality trait. D. When you believe your chances of experiencing something negative are lower and your chances of experiencing something positive are higher than others. - Precise Answer ✔✔C Which of the following are actions that can help combat implicit bias? (Select three.) A. Surrounding yourself with others who have similar experiences. B. Interacting with diverse groups of people. C. Exposing yourself to "counter-stereotypical" examples. D. Cultivating awareness of your own biases. E. Obtaining your information from the same one or two media sources that your family and friends access. - Precise Answer ✔✔BCD When conducting an opinion poll, which of the following biases do you need to guard against the most when collecting your data? A. Correlation bias B. Modeling bias C. Sampling bias D. Misclassification bias - Precise Answer ✔✔C

Are criminal justice risk assessments race-neutral? A. No, it is designed with intention to be unfair. B. Yes, algorithms replace human judgement and they are unbiased. C. No, the data is biased as it reflects historical bias. D. Yes, technology in itself is not racist. - Precise Answer ✔✔C How can confirmation bias impact us socially? (Select two.) A. It can prevent us from being social with other people. B. It can lead to groupthink, which can in turn halt forward progress. C. It can lead to a diverse set of friends. D. It can impede socio-political cooperation. - Precise Answer ✔✔BD Which of the following describes an illusory-correlation bias? A. When you correlate a variable with a confounding variable. B. When you incorrectly assume a cause and effect relationship because two variables are correlated. C. When you incorrectly assume a correlation because there is an illusory confounding variable. D. When you correlate variables that do not exist in your data set. - Precise Answer ✔✔B Which of the following is one explanation for why cognitive biases exist? A. We receive too much information and are overloaded. B. They are taught to us in school. C. They help us think logically instead of emotionally. D. We use them to help remember things. - Precise Answer ✔✔A

Which of the following is a formative ethics theory that states that maximizing happiness is the primary standard for determining what is right or wrong? A. Virtue ethics B. Utilitarianism C. Deontology D. Categorical imperative - Precise Answer ✔✔B Which of the following statements are promoted by the categorical imperative? (Select three.) A. Act in such a way that your actions may become a universal law. B. You have a moral duty to choose your actions based on their potential outcomes. C. Each person must use reason to will moral laws. D. Don't treat people as a means to an end; treat them always as an end. - Precise Answer ✔✔ACD Which of the following statements accurately describes the philosophical concept of predeterminism? A. All events, past, present, and future, are determined in advance. B. All future events are determined by preceding events, as in a chain, but human beings may still be able to interfere with this chain of events. C. Human beings are able to make choices whose outcomes are not already determined. D. All events are predestined to happen by a supernatural force. - Precise Answer ✔✔A How do norms differ from morals? A. Morals are collective; norms are more personal. B. Norms are universal to all cultures; morals are not. C. Norms form the basis for morals. D. Morals involve value judgments; norms do not. - Precise Answer ✔✔D

Which of the following are consequences of saying that someone or something has moral agency? (Select two.) A. The moral agent acts in a morally correct manner. B. The moral agent follows a deontological code of ethics. C. The moral agent can be held responsible for their actions. D. The moral agent is capable of determining right and wrong. - Precise Answer ✔✔CD Why is deciding how to act using moral reasoning not always a feasible goal for human beings? A. Human decision making is often influenced by emotion and not logic. B. Moral reasoning has few tangible benefits for most people. C. Moral reasoning is too complicated to apply to a real-world situation. D. Most people are not educated on normative ethical theories and therefore cannot perform true moral reasoning. - Precise Answer ✔✔A Which of the following statements are true regarding the purpose of moral psychology? (Select two.) A. Moral psychology seeks to understand what the best way to act morally is. B. Moral psychology seeks to understand the nature of what it means to be moral. C. Moral psychology seeks to understand how the human mind develops morality. D. Moral psychology seeks to understand why people act morally or immorally. - Precise Answer ✔✔CD Which of the following is an example of applied ethics? A. Moral relativism B. Professional ethics C. Virtue ethics

D. Pluralism - Precise Answer ✔✔B Your organization has developed an AI system that recommends treatments for hospital patients. Some questions have been raised about the ethics of how these treatments are determined. What applied ethics domain do these concerns fall under? A. Bioethics B. Business ethics C. Environmental ethics D. Engineering ethics - Precise Answer ✔✔A What does it mean to say that human rights are inalienable? (Select two.) A. Inalienable rights cannot be taken away except in extreme circumstances. B. Inalienable rights are inherent in all human beings. C. Inalienable rights are conditional. D. Inalienable rights are derived from tradition. - Precise Answer ✔✔AB What does "ethics by design" mean? A. An approach in which ethics is considered from the initial design stage. B. A reference to one of the tenets of engineering activism. C. A reference to the framework set forth by IEEE's Ethically Aligned Design. D. A creative design approach as the focus for ethics. - Precise Answer ✔✔A Which of the following describes personhood? A. Personhood is an individual's right to freedom. B. Personhood is a concept that applies to narrow AI.

C. Personhood is the legal protection provided to AI systems. D. Personhood is often used to dictate how something is treated. - Precise Answer ✔✔A Which of the following describe how adopting ethical practices can be a strategic differentiator? (Select three.) A. It will ensure you comply with regulations. B. It will build customer trust. C. It will encourage applicants to apply for your company. D. It will support the development of strategic partnerships. E. It will reduce your business obligations toward customers and business partners. - Precise Answer ✔✔BCD Which of the following best describes beneficence? A. Beneficence is the promotion of well-being for moral agents like humans. B. Beneficence is the promotion of well-being, not just for moral agents like humans, but of animals, the environment, and societies. C. Beneficence is the promotion of efficient systems that perform rapidly and benefit companies. D. Beneficence is a term coined by IBM that relates to their Green Horizons initiative in 2014. - Precise Answer ✔✔B What is the difference between beneficence and non-maleficence? A. Beneficence refers to "do only good" and non-maleficence refers to "do no harm." B. Non-maleficence refers only to malevolent artificial general intelligence (AGI), while beneficence can refer to any "good" emerging technology. C. Beneficence is a less important goal for the field of AI than non-maleficence. D. Beneficence and non-maleficence are quite similar and often interchangeable. - Precise Answer ✔✔A

Which of the following are valid concerns regarding electronic personalities? (Select two.) A. That they would create unfair advantages, as not everyone has access to the same rights. B. That individuals would start applying for electronic personalities. C. That they will make it more difficult to access information. D. That they would absolve manufacturers of liability. - Precise Answer ✔✔AD Which of the following are ways to participate in engineering activism? (Select two.) A. Follow a code of ethics. B. Perform all tasks required of you. C. Engage with the public. D. Follow ethics by design. - Precise Answer ✔✔AC How can AI uphold justice? A. The more AI-based products being used in the justice system, the more justice can be upheld. B. AI systems can be designed from the start to help promote fairness and minimize bias. C. AI systems can replace human judges, who are often biased. D. AI can automate many of the clerical tasks involved in the justice system. - Precise Answer ✔✔B Which of the following are examples of how AI can limit human autonomy? (Select two.) A. Weapon systems can limit human autonomy as humans may not have decision-making capability or understand the decision making. B. AI systems might impact certain vulnerable groups such as the elderly and children differently than the rest of the population, which could limit those groups' autonomy. C. AI systems can assist individuals with automated, repetitive, or dangerous tasks.

D. AI systems can perform tasks that humans cannot, such as processing millions of data records in a matter of seconds. - Precise Answer ✔✔AB Which school of philosophical thought primarily advocates for the greatest good for the greatest amount of people? A. Deontology B. Virtue ethics C. Utilitarianism D. Kantian ethics - Precise Answer ✔✔C Which type of entity are the OECD Principles on Artificial Intelligence mostly geared towards? A. Private corporations B. National governments C. Municipal governments D. Individuals - Precise Answer ✔✔B Which of the following principles are most commonly cited in AI-based ethical frameworks? A. Transparency and explainability B. Human control and autonomy C. Happiness and spiritual contentment D. Fairness and non-discrimination - Precise Answer ✔✔A Which of the following frameworks primarily promotes human rights? A. The Toronto Declaration B. The Asilomar AI Principles

C. The Montreal Declaration D. The Beijing AI Principles - Precise Answer ✔✔A Which of the following best describes capability caution as referenced in the Asilomar AI Principles? A. If there is no understanding of the internal mechanisms of AI, then AI development should be halted. B. Should there be a greater reliance on AI, measures should be taken to ensure that humans are still capable of finding work. C. We should keep limits on on what artificial general intelligence (AGI) is capable of. D. Given a lack of consensus, we should avoid strong assumptions regarding upper limits on future AI capabilities. - Precise Answer ✔✔D Which of the following describes the principle of transparency in the context of AI systems? A. Transparency enables human observers to understand the decision-making process of an AI system. B. Transparency enables human observers to tweak the decision-making process of an AI system. C. Transparency enables human observers to reproduce the decision-making process of an AI system. D. Transparency enables human observers to see inside the decision-making process of an AI system. - Precise Answer ✔✔D Which of the following is a case study that best represents the principle of professional responsibility? A. The Beijing AI Principles' tenets about the use of AI B. The IEEE Ethically Aligned Design's discussion on classical ethics C. The Asilomar AI Principles' definition of capability caution D. The American Medical Association's definition of AI as augmented intelligence - Precise Answer ✔✔D If you are attempting to build a new framework for the research and development (R&D) of AI, which of the following frameworks might you look at first for its emphasis in this area?

A. The G20 AI Principles B. The Montreal Declaration for a Responsible Development of Artificial Intelligence C. The American Medical Association's definition of artificial intelligence D. The Beijing AI Principles - Precise Answer ✔✔D In AI, the principle of privacy is most commonly referred to in the context of which of the following concepts? A. Transparency B. Personal protection C. Human control D. Data protection - Precise Answer ✔✔D Which of the following describes an ethical framework? A. Ethical frameworks consolidate regulatory requirements for an industry. B. Ethical frameworks seek to mitigate ethical concerns by creating actionable steps. C. Ethical frameworks apply meta-ethical theories to everyday business operations. D. Ethical frameworks raise timeless ethical questions that are not easily put into action. - Precise Answer ✔✔B Why does the trolley problem pose an ethical predicament? A. You have to make a choice between two scenarios where choosing one leads to loss of life in the other. B. The moral responsibility is split between you and the person controlling the trolley. C. There are so many potential outcomes that it becomes difficult to choose one that is most ethical. D. You as the actor don't have sufficient control over the circumstance. - Precise Answer ✔✔A

Which of the following ethical considerations should have priority in an emergency situation like the use of contact-tracing solutions during a pandemic? (Select two.) A. Accountability B. Privacy C. Bias D. Explainability - Precise Answer ✔✔AB In using AI-enabled solutions within the context of medical imaging analysis, which of the following is the most important ethical consideration? A. Bias B. Security C. Privacy D. Explainability - Precise Answer ✔✔D If an AI-enabled system enables addictive behavior, which of the following makes for the most compelling argument to stop development work on that system? A. The user will share more data with the system because of increased use. B. There is a lack of accountability on the part of the user since they overuse the service. C. The system, as designed, acts counter to the well-being of the users. D. The process for obtaining consent has not been made transparent to the user. - Precise Answer ✔✔C Why do smart toys raise additional ethical concerns over those that are raised in the course of other products and services that use AI? A. The smart toys store personal data on the device, which can be stolen. B. It is difficult to obtain informed consent for the use of the smart toy. C. Children are more susceptible to manipulation and therefore need extra protective measures.

D. They are used in the privacy of homes rather than in public settings, like other products or services. - Precise Answer ✔✔C Which of the following software development principles is essential in the real-world deployment of AI- enabled software applications in critical scenarios like self-driving cars? A. Architectural design analysis B. Robustness to adversarial examples C. Continuous integration and deployment of patch updates D. Version control of the AI models deployed - Precise Answer ✔✔B Which of the following is the most important argument in favor of content moderation in online platforms? A. It prevents the spread of disinformation that can cause harm to vulnerable populations. B. It helps uphold freedom of expression for everyone and doesn't give anyone special rights. C. It creates adequate incentives for everyone to share their opinions. D. It prevents the development of monopolies in terms of content creators. - Precise Answer ✔✔A Why is the question of robot rights and emancipation one that isn't as important as addressing issues of bias, privacy, transparency, and other principles discussed in the various ethical frameworks? A. Robots are mechanical instruments and therefore don't deserve to have rights. B. Humans are anthropocentric and don't want to extend rights to other sentient entities. C. These rights necessitate that robots become sentient entities, which is currently not feasible. D. There is no legal precedent for granting rights to entities that are not humans. - Precise Answer ✔✔C Which of the following is the most important ethical consideration regarding technical developments like deepfakes?

A. They take away monetization opportunities, leaving individuals unfairly compensated for their data. B. They usurp a person's likeness and can then be weaponized against them. C. They are built on technological progress made by a third-party organization. D. They violate data sharing agreements in many jurisdictions. - Precise Answer ✔✔B Why are anonymization and pseudonymization insufficient protection measures against breaches of data privacy and security? A. They destroy the usefulness of the data. B. They don't integrate well into data science and machine learning workflows. C. They can be broken by combining this data with other publicly available data. D. They only work in scenarios with particular kinds of personal information. - Precise Answer ✔✔C Which of the following are ways that regulations differ from ethical frameworks? (Select two.) A. Regulations have legal enforcement behind them. B. Regulations are often industry led. C. Regulations provide a clear basis for potential litigation. D. Regulations are flexible in their implementation. - Precise Answer ✔✔AC Your business handles the personal data of California residents. Which of the following regulations would enable a resident to request that their data be deleted from your company's files? A. CCPA B. COPPA C. OECD Privacy Guidelines D. PCI DSS - Precise Answer ✔✔A Which of the following does the Brazilian General Data Protection Act (LGPD) mandate? (Select two.)

A. Data protection officers B. Data protection analysts C. Data protection impact assessments D. Data protection audits - Precise Answer ✔✔AC Which of the following is a standard or regulation that focuses on ensuring the implementation of strong cybersecurity techniques like network security and cryptography to protect data? A. PIPEDA B. FERPA C. POPI D. PCI DSS - Precise Answer ✔✔D Which of the following are requirements set forth by the Biometric Information Privacy Act (BIPA)? (Select two.) A. Organizations must destroy biometric data in a timely fashion. B. Organizations must obtain consent from individuals regarding the collection and use of biometric data. C. Organizations must not transmit biometric data across an unsecured network like the Internet. D. Organizations must store biometric data in local, on-premises databases. - Precise Answer ✔✔AB The Children's Online Privacy Protection Act (COPPA) safeguards the privacy of which age group's personal information? A. Anyone between 5 and 13 years old B. Anyone under 18 years old C. Anyone under 13 years old D. Anyone between 13 and 18 years old - Precise Answer ✔✔C

Which of the following are advantages to adopting standards frameworks like ISO 27000? (Select two.) A. Regulatory weight and legal enforcement B. Formal certification processes that provide competitive advantage C. International support, recognition, and involvement D. Technology-specific focus and precise implementation instructions - Precise Answer ✔✔BC Which of the following is a notable aspect of the Personal Information Protection and Electronic Documents Act (PIPEDA) when compared to similar laws and regulations? A. Its nationwide scope and specific national focus B. A stipulation to continue providing service even if data usage is denied C. The early date of its inauguration D. Its exclusive focus on a single domain rather than a breadth of domains - Precise Answer ✔✔B Which of the following resources does the National Institute of Standards and Technology (NIST) provide to organizations? A. Industrial configurations B. Measurement technologies C. Security tools D. Reference materials - Precise Answer ✔✔D Which of the following ethical domains does the IEEE 7000 series explore? (Select two.) A. Machine-readable privacy terms B. Personnel safety C. Fair competition

D. Emulated empathy - Precise Answer ✔✔AD Which of the following are important elements of the data minimization principle? (Select two.) A. Only keep data for as long as it is needed B. Only delete data that can be easily replaced C. Only collect data that is strictly necessary D. Only compress data that needs to be kept as small as possible - Precise Answer ✔✔AC Which of the following are logical arguments in favor of an organization maintaining compliance? (Select two.) A. Reduced time to deployment B. Long-term cost savings due to avoiding fines C. Reduced costs of development D. Avoidance of reputational damage - Precise Answer ✔✔BD How does increasing AI performance often conflict with the desire for explainability? A. Increasing AI performance sometimes leads to certain evaluation metrics no longer being useful, making it more difficult to explain decision-making processes. B. Increasing AI performance sometimes removes human-in-the-loop (HITL) methods, making it more difficult to explain decision-making processes. C. Increasing AI performance sometimes reduces the transparency of input data used in training, making it more difficult to explain decision-making processes. D. Increasing AI performance sometimes leads to greater model complexity, making it more difficult to explain decision-making processes. - Precise Answer ✔✔D Which of the following explains why efficiency can sometimes incur systemic fragility?

A. Increased efficiency tends to create cost savings B. Increased efficiency tends to compound over time C. Efficiency benefits may lead to complex second-order costs D. High-efficiency machines often require more maintenance - Precise Answer ✔✔C Which of the following are possible benefits of a human-in-the-loop (HITL) architecture? (Select two.) A. Eliminating the potential for human error in decision making B. Balancing the negative effects of an AI system on people with the effects on environments and objects C. Improving the speed of autonomous decision making D. Mitigating excessive scope or potential collateral damage - Precise Answer ✔✔BD How does the "virtuous cycle" that benefits Big Tech operate? A. Data-driven algorithms improve solutions, leading to new customers, and better data. B. Organizations write algorithms with fewer biases, which leads to fairer outcomes. C. Better classes of customers lead to richer and more refined data for algorithmic systems. D. By acting virtuous, the public respects Big Tech more and more. - Precise Answer ✔✔A Which of the following is often in opposition to moral relativism? A. Cultural mores B. Evidence-based policy C. Customs and conventions D. Subjective perspectives - Precise Answer ✔✔B Which of the following are important aspects of resolving complex and confounding business pressures? (Select two.)