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University of Maryland AI Certification Exam Answers 2026 – 100% Correct | Artificial Intelligence and Career Empowerment Quiz Answers 2026

Artificial Intelligence (AI) is transforming industries across the globe, creating new career opportunities and changing the way businesses operate. To help professionals and students prepare for this rapidly evolving landscape, the Robert H. Smith School of Business at the University of Maryland is offering a Free Online Certificate in Artificial Intelligence and Career Empowerment.

This program is completely free and is designed to help participants understand AI fundamentals while also providing practical guidance on career growth, job transitions, consulting, and entrepreneurship.

About the Program

The Artificial Intelligence and Career Empowerment program is offered by the Center for Artificial Intelligence in Business and the Executive Education Office at the University of Maryland. The course provides an introduction to AI and explores how it is transforming key business functions such as marketing, finance, healthcare, technology, and operations.

Participants will learn through expert lectures from university professors and interviews with industry professionals. The course combines theoretical knowledge with practical insights, helping learners understand both the technical and business aspects of AI.

Key Benefits

  • 100% Free Online Course
  • Free Certificate of Completion
  • Internationally Recognized University
  • Learn AI with a Business Perspective
  • Career Transition and Job Search Guidance
  • Insights from Industry Experts
  • Flexible Online Learning

Who Should Apply?

This program is ideal for:

  • Students and fresh graduates
  • Working professionals seeking new opportunities
  • Individuals planning a career transition
  • Professionals interested in AI-enabled roles
  • Consultants and freelancers
  • Entrepreneurs and startup founders
  • Anyone interested in understanding AI’s impact on business

What Will You Learn?

By the end of the course, participants will:

1. Build Foundational AI Knowledge

Understand the fundamentals of Artificial Intelligence and how AI solutions are developed and implemented in business environments.

2. Explore AI Career Opportunities

Learn how AI is reshaping careers across different business functions and industries.

3. Career Empowerment Strategies

Gain practical insights into job searching, networking, salary negotiations, career transitions, and consulting opportunities.

4. Industry Exposure

Interact with HR professionals, AI practitioners, and industry experts to better understand emerging trends and opportunities.

Certificate Details

Participants who successfully complete the program will receive a Free Certificate in Artificial Intelligence and Career Empowerment from the Robert H. Smith School of Business, University of Maryland.

This certificate can help strengthen your resume, LinkedIn profile, and professional portfolio while demonstrating your commitment to learning AI-related skills.

Why You Should Enroll

As AI continues to influence every industry, professionals with AI literacy and business understanding will have a competitive advantage. This free certification provides an excellent opportunity to learn from a globally recognized institution without any cost.

Whether you are a student, job seeker, working professional, consultant, or entrepreneur, this program can help you understand the future of work and position yourself for AI-driven opportunities.

Module 1 Quiz Answers : AI Literacy, Capabilities, Building AI Systems

1. What is the main distinction between AI and machine learning (ML)?

A. AI is narrower in scope than ML
B. AI is used only in robotics; ML is used for data analysis
C. ML systems do not use data
D. ML is a subset of AI focused on learning from data and new algorithmic learning paradigms
Correct answer: D


2. Why is predictive AI still crucial for businesses today?

A. It creates realistic images
B. It is newer and trendier
C. It generates significant business value through decisions driven by data
D. It provides the foundation for AI creativity
Correct answer: C


3. What is a key difference between predictive and generative AI?

A. The objective of generative AI is to produce (generate) new data based on training data and not just to make predictions
B. Generative AI cannot make predictions
C. Predictive AI requires no training data
D. Predictive AI is used only for images
Correct answer: A


4. What is a key technical innovation that enabled the rise of generative AI like ChatGPT?

A. Supervised classification
B. Convolutional filters
C. Clustering algorithms
D. Embeddings and the Transformer architecture
Correct answer: D


5. What is “hallucination” in generative AI models?

A. Predicting the same output for all inputs
B. A visual glitch
C. A crash due to memory overload
D. Generating new, but false information that was not part of the training data
Correct answer: D


6. What is Retrieval-Augmented Generation (RAG)?

A. Creating random responses
B. Optimizing performance using statistical regressions
C. Training AI with social media data
D. Using external documents and content during inference to improve accuracy
Correct answer: D


7. Why do some AI models struggle with edge cases?

A. Edge cases are very easy for AI but hard for humans
B. They rely heavily on historical data that may not have information of such cases
C. Edge cases are only related to video data which we know is hard
D. They only function in real-time environments
Correct answer: B


8. What is reinforcement learning with human feedback (RLHF)?

A. Using AI to automate a business process
B. Teaching humans to understand AI
C. Training AI models using human ratings on outputs
D. Fine-tuning models based on survey responses
Correct answer: C


9. Why should businesses be cautious when adopting AI based on benchmark performance?

A. Benchmarks always reflect real-world applications
B. Benchmarks are used only for academic research
C. AI benchmarks guarantee legal compliance
D. Real-world tasks differ significantly from benchmarks
Correct answer: D


10. How can AI best support humans in the workplace, according to the speaker?

A. By reducing all jobs to data analysis
B. By helping humans perform better, especially on routine tasks
C. By automating every business process
D. By fully replacing human workers
Correct answer: B

Module 2 Quiz Answers: The Marketing Revolution 

1. How does AI contribute to customer segmentation?

A. By creating generic marketing messages
B. By eliminating the need for market research
C. By effectively separating consumers into specific groups based on behavior
D. By reducing advertising costs
Correct answer: C


2. What is one of the key benefits of using AI in content creation?

A. Automating text and visual content generation
B. Limiting creativity in advertising
C. Reducing the need for digital tools
D. Increasing manual labor in marketing
Correct answer: A


3. How do AI-powered chatbots enhance customer service?

A. By replacing human customer service representatives entirely
B. By increasing wait times for customer inquiries
C. By providing 24/7 support and personalized recommendations
D. By limiting customer interaction to phone calls
Correct answer: C


4. What technology do AI chatbots use to understand customer sentiment?

A. Natural language processing
B. Data mining
C. Predictive analytics
D. Statistical learning
Correct answer: A


5. How does AI enhance personalized marketing according to the module?

A. By reducing the number of marketing channels
B. By sending identical messages to all consumers
C. By increasing the cost of marketing campaigns
D. By creating tailored messaging using algorithms
Correct answer: D


6. How can AI help in the field of email marketing?

A. By eliminating email communication
B. By reducing open rates
C. By crafting personalized subject lines to increase open rates
D. By sending emails without personalization
Correct answer: C


7. What ethical consideration is emphasized regarding AI in marketing?

A. The elimination of human involvement
B. The need for human oversight and data privacy
C. The use of AI without regulation
D. The reduction of marketing budgets
Correct answer: B


8. What role does AI play in influencer marketing?

A. Eliminating the need for influencer collaborations
B. Replacing influencers with AI-generated characters
C. Reducing the reach of influencer campaigns
D. Helping identify relevant influencers for brand campaigns
Correct answer: D


9. Why is human oversight critical in AI applications?

A. To reduce the cost of AI implementation
B. To ensure AI aligns with cultural norms and ethical standards
C. To limit AI’s learning capabilities
D. To increase AI autonomy
Correct answer: B


10. How can marketers maintain ethical standards while using AI?

A. By ignoring data privacy concerns
B. By staying adaptable and ensuring transparency in data use
C. By automating all marketing decisions
D. By reducing the use of AI tools
Correct answer: B

Module 3 Quiz Answers: AI and Organizations

1. The two core questions in business strategy discussed in the module are:

A. How to maximize profit and minimize cost?
B. What is the market size and who are the customers?
C. How to innovate faster and market more effectively?
D. What game (business/industry) to play and how to play that game to win?
Correct answer: D


2. Michael Porter’s Five Forces framework is used in the module primarily to:

A. Evaluate the financial performance of a company.
B. Decide which AI technologies a company should invest in.
C. Analyze the structure and competitive intensity of an industry.
D. Determine the best marketing strategy for a new product.
Correct answer: C


3. In the context of Hollywood, how is AI primarily affecting the movie-making process?

A. By completely replacing human actors and screenwriters with AI avatars.
B. By automating tasks, reducing costs, speeding up production, and merging production stages.
C. By increasing the reliance on physical hardware and large film crews.
D. By making it significantly more expensive to produce independent films.
Correct answer: B


4. According to the analysis of AI’s impact on Hollywood, which of the following is likely to decrease in its intensity?

A. The overall number of movies produced annually.
B. The threat of new entrants due to lower production costs.
C. The bargaining power of traditional talent.
D. The bargaining power of technology companies supplying AI tools.
Correct answer: C


5. The concept of “customer alignment” discussed in the context of John Deere refers to:

A. Ensuring the technology’s features and benefits match the specific needs and constraints of the target farmer segment.
B. Forcing farmers to adopt the technology through exclusive contracts.
C. Aligning John Deere’s stock price with customer satisfaction surveys.
D. John Deere aligning its marketing message with that of its competitors.
Correct answer: A


6. Which force in Porter’s framework is most directly impacted by AI enabling easier creation of video content by viewers themselves?

A. Bargaining power of buyers.
B. Bargaining power of suppliers.
C. Threat of new entrants.
D. Threat of substitutes.
Correct answer: D


7. A key takeaway regarding AI adoption, illustrated by the John Deere case, is that:

A. Competition is irrelevant if your technology is superior.
B. Technologically advanced (“cool”) solutions are always readily accepted by customers.
C. Having innovative technology guarantees market leadership and profitability.
D. Customer acceptance depends on perceived net value, considering both benefits and drawbacks (e.g., cost, data ownership).
Correct answer: D


8. The issue of “data ownership” becomes a point of friction between John Deere and farmers because:

A. Farmers want to sell their farm data, but John Deere restricts it.
B. Farmers are concerned about who owns the data collected by the machinery and how John Deere might use it.
C. The data collected is inaccurate and not useful to either party.
D. John Deere refuses to collect any data due to privacy laws.
Correct answer: B


9. The shift from “hardware to software” driven by AI, as seen in Hollywood, generally leads to:

A. Increased capital expenditure requirements for studios.
B. Less need for creative input in filmmaking.
C. Lower production budgets and potentially faster production cycles.
D. Higher barriers to entry for new filmmakers.
Correct answer: C


10. The module suggests that, for a company like John Deere to successfully capture value from its AI innovations, it must consider:

A. Only the intensity of competition, ignoring customer needs.
B. Both the net value created for aligned customer segments and the intensity of competition.
C. Only the value created for the customer, ignoring competition.
D. Primarily the short-term reduction in its own manufacturing costs.
Correct answer: B

Module 4 Quiz Answers : AI and Supply Chain

1. What distinguishes supervised learning from unsupervised learning in the context of AI?

A. Supervised learning is better for customer segmentation
B. Unsupervised learning is only used for robotics
C. Supervised learning requires less data
D. Supervised learning uses labeled outcomes to train the model
Correct answer: D


2. According to the conversation, what’s a critical success factor for applying AI in supply chain forecasting?

A. Eliminating human oversight
B. Access to clean, reliable data
C. Buying advanced forecasting software
D. Having real-time visibility into trucks
Correct answer: B


3. What does the phrase “garbage in, garbage out” imply in AI systems?

A. Poor data leads to poor predictions
B. AI outputs can correct poor inputs
C. Bad hardware corrupts AI results
D. AI systems are resistant to bad data
Correct answer: A


4. Which of the following is a benefit of using AI in inventory management?

A. Eliminates the need for physical warehouses
B. Reduces number of products ordered
C. Ensures inventory is placed correctly based on predicted demand
D. Minimizes inventory visibility
Correct answer: C


5. What is a key cultural shift needed for successful AI adoption in supply chains?

A. Transitioning to fully remote teams
B. Treating AI as a long-term capability, not a one-time project
C. Removing collaboration between business units
D. Outsourcing all logistics functions
Correct answer: B


6. In AI-based forecasting, what advantage does machine learning provide over traditional models?

A. It assumes perfect market stability
B. It ignores irrelevant variables
C. It eliminates the need for cross-functional input
D. It accounts for nonlinear relationships and continuously learns from new data
Correct answer: D


7. Why is unsupervised learning particularly valuable in supply chain customer segmentation?

A. It groups customers based on known purchase data
B. It only applies to high-volume SKUs
C. It reveals hidden patterns without predefined labels
D. It guarantees the most accurate predictions
Correct answer: C


8. What risk arises from using AI models that act as “black boxes”?

A. Their outputs require manual adjustments
B. They use only supervised learning techniques
C. Their decisions may lack transparency, making them hard to justify
D. They are slow to train
Correct answer: C


9. In the conversation, how does computer vision enhance warehouse execution?

A. It predicts raw material shortages
B. It tracks inventory visually without manual scanning
C. It replaces ERP systems
D. It enables autonomous deliveries
Correct answer: B


10. What is Suresh’s prediction for the future of supply chain with AI integration?

A. Fully manual control will return
B. Companies will stop investing in AI
C. Forecasting will be separated from execution
D. Autonomous, end-to-end supply chains driven by AI
Correct answer: D

Module 5 Quiz Answers : Responsible AI

1. Why has “Responsible AI” become a critical area of focus in recent years?

A. Because AI models have become too complex for human oversight
B. Because regulatory bodies have mandated strict ethical guidelines for all AI development
C. Because computational power has only recently allowed for fairness checks
D. Because algorithms are increasingly used in high-stakes scenarios that directly influence people’s lives
Correct answer: D


2. In the healthcare example discussed, why did the algorithm for identifying patients for managed care inadvertently disadvantage Black patients?

A. The algorithm was explicitly coded to consider race as a factor
B. The dataset lacked sufficient representation of Black patients, leading to poor predictions for this group
C. Black patients were inherently less likely to benefit from managed care
D. The algorithm used healthcare spending as a proxy for sickness, and Black patients, despite being equally sick, had historically lower healthcare spending due to access issues
Correct answer: D


3. The example of the video interview scoring application, where wearing glasses or a scarf altered personality scores, was used primarily to illustrate:

A. The importance of high-quality video for accurate AI analysis
B. The necessity of diverse training data for facial recognition software
C. The need for users to be skeptical of AI applications, especially if they seem too good to be true
D. The advanced capabilities of AI in nuanced human assessment
Correct answer: C


4. What does the phrase “human in the loop” refer to in the context of responsible AI?

A. Combining human judgment and oversight with the quantitative outputs of AI models to make final decisions
B. The process of humans manually labeling all training data for AI models
C. The ethical requirement for human programmers to be accountable for AI-driven errors
D. Allowing users to provide direct feedback to the AI system to improve its performance over time
Correct answer: A


5. The module notes that “today’s decisions become tomorrow’s training data.” What is the primary concern associated with this feedback loop in the context of algorithmic bias?

A. It reduces the model’s ability to generalize to new, unseen populations
B. It increases the computational cost of retraining models
C. It makes models overly sensitive to recent trends
D. It can amplify existing biases, as biased decisions fed back into the system will reinforce and potentially worsen the bias in future iterations
Correct answer: D


6. When discussing strategies to combat bias, what is the first step recommended before even starting to run models?

A. Selecting the most advanced and fair algorithm available
B. Pausing to review the problem scope, considering who will be affected and if the right problem is being solved inclusively
C. Implementing robust real-time model monitoring systems
D. Immediately collecting as much diverse data as possible
Correct answer: B


7. If you were considering adopting an AI model from a vendor, which question would be most pertinent to ask regarding its applicability to your specific population?

A. “Can you provide a discount if we commit to a long-term contract?”
B. “How many parameters does your model have?”
C. “What programming language was used to develop this model?”
D. “Will the model be retrained to fit my organization’s population, and how will you monitor its fairness for my specific groups?”
Correct answer: D


8. What is the core idea behind “individual fairness” as a concept in AI?

A. Guaranteeing that every individual affected by an AI decision has the right to an explanation
B. Allowing each individual to customize the AI’s decision-making process for themselves
C. Treating similar individuals similarly, irrespective of their demographic characteristics, when they possess comparable relevant attributes
D. Ensuring that the AI model performs with equal accuracy across all demographic groups
Correct answer: C


9. “Group fairness” in AI is primarily concerned with:

A. How the model’s decisions and performance metrics (e.g., error rates like false positives) compare across different demographic groups
B. The subjective feeling of fairness experienced by the largest group affected by the AI
C. Ensuring that the development team for the AI is demographically diverse
D. The model provides identical outcomes for all individuals within a specific protected group
Correct answer: A


10. What was the key finding from the experiment where ChatGPT was asked to complete sentences starting with “why doesn’t he…” versus “why doesn’t she…”?

A. The autocompletions were significantly different, reflecting underlying patterns and potential biases in the training data concerning gender
B. The completions were nearly identical, showing the LLM’s neutrality
C. The LLM provided more creative and complex completions for the female pronoun
D. The LLM refused to complete sentences that could perpetuate stereotypes
Correct answer: A

Module 6 Quiz Answers : AI in Financial Services (Finance/Acc)

1. According to Professor Babina, what is the primary reason the financial sector has seen one of the largest rates of investment in AI?

A. AI helps financial firms significantly reduce their marketing costs
B. AI is primarily used for replacing human workers in finance
C. Financial regulations mandate the use of AI for compliance
D. The financial industry generates enormous amounts of digitized data, which is essential for AI
Correct answer: D


2. Which of the following is a significant improvement in banking due to AI?

A. The speed of opening new bank accounts
B. The interest rates offered on savings accounts
C. The availability of human tellers in bank branches
D. The accuracy of predicting fraudulent transactions, reducing declined legitimate transactions
Correct answer: D


3. Professor Babina’s research indicates US firms most commonly use AI for:

A. Large-scale replacement of workers
B. Reducing office operational costs
C. Compliance with government financial reporting
D. Product innovation, including improving and customizing products and creating new services
Correct answer: D


4. Algorithmic trading, powered by AI, is characterized by:

A. Slower, more deliberate trade execution focusing on long-term trends
B. Primarily being used by individual retail investors
C. Reducing the amount of data needed for trading decisions
D. Executing trades at very high speeds based on complex market analysis
Correct answer: D


5. How are venture capitalists and private equity firms using AI?

A. To decrease the amount of capital invested in early-stage companies
B. To replace the need for human judgment in final investment decisions
C. Primarily for marketing their funds to potential investors
D. To identify promising startups, automate due diligence, and monitor portfolio companies
Correct answer: D


6. What fundamental reason should guide a firm’s decision between external AI solutions vs building its own?

A. The number of employees the firm has
B. The current stock market valuation of external AI providers
C. Whether the problem involves core competitive advantage and product innovation
D. The geographical location of the firm’s headquarters
Correct answer: C


7. In the insurance industry, how is AI contributing to the claims process?

A. By solely relying on human adjusters
B. By making it more difficult to file a claim
C. By increasing paperwork required
D. Through automation of data entry and damage assessment using image and video analysis
Correct answer: D


8. What concern is raised regarding increased reliance on AI in trading?

A. A lack of data for AI algorithms
B. A decrease in trading volume
C. Potential for increased market volatility and unseen risks
D. Over-reliance on human intuition
Correct answer: C


9. One of the key ways AI helps investment analysts is by:

A. Generating fictional news
B. Making final investment decisions automatically
C. Reducing need to understand financial statements
D. Digesting large amounts of data like earnings calls, news, and filings to generate insights
Correct answer: D


10. What will define the next wave of AI innovation in finance?

A. Complete removal of human oversight
B. Reduction in data requirements
C. Exclusive use of internal AI systems
D. Explainability of AI, ethical implications, and deep integration across platforms and products
Correct answer: D

Module 7 Quiz Answers : Being your own startup

1. What is the primary reason entrepreneurs conduct thorough research before launching a venture?

A. To quickly find powerful enemies in the market
B. To better estimate the risk involved in the venture
C. To accelerate the growth trajectory of the business
D. To attract risk-averse investors
Correct answer: B


2. What is a key advantage for entrepreneurs aged 40 and up when starting a high-growth startup?

A. They are typically more comfortable with extreme risk-taking
B. They have less financial risk involved in the early stages
C. They are more likely to reside in Silicon Valley
D. They often have domain knowledge or an active network of experts
Correct answer: D


3. What is “sweat equity” in venture creation?

A. Contributing labor and work in exchange for equity in the business
B. Selling a percentage of the company to angel investors
C. Investing personal financial savings into a startup
D. Taking on a bank loan to fund early-stage operations
Correct answer: A


4. Which characteristic is crucial for successful solo entrepreneurs?

A. Relying heavily on outsourced marketing teams
B. Being self-motivated and disciplined
C. Maximizing overhead costs to establish credibility
D. Having limited scalability and avoiding growth
Correct answer: B


5. What does “creative destruction” explain?

A. Consolidation of industries into large corporations
B. Replacement of outdated ideas or products with better innovations
C. Government-led dismantling of businesses
D. Economic recessions causing business failures
Correct answer: B


6. A recurring consequence of Industrial Revolutions is:

A. Decrease in global population growth
B. Strengthening of old skill sets and tools
C. Universal agreement on ethics
D. Old skill sets becoming obsolete
Correct answer: D


7. Professor Schlake’s advice on AI tools for branding:

A. Avoid AI for branding
B. Use AI only for financial projections
C. Always use AI output directly
D. AI should be used as a brainstorming and inspiration tool, not final output
Correct answer: D


8. More important than a business plan document is:

A. A visually appealing website
B. Fast external funding
C. The actual process of business planning
D. Developing powerful enemies
Correct answer: C


9. One of the five entrepreneurial questions about rules is:

A. Are you comfortable strictly following all norms?
B. Are you comfortable always seeking permission?
C. Are you comfortable avoiding confrontation?
D. Are you comfortable stretching the rules?
Correct answer: D


10. The primary purpose of the Business Model Canvas is:

A. A long formal investment document
B. A visual thinking tool for early-stage ideas
C. A replacement for all business planning
D. Only financial projections
Correct answer: B

Module 8 Quiz Answers : Negotiating from a Position of Weakness

1. What is a key benefit of negotiating, beyond just getting more money?

A. Demonstrating a reluctance to compromise
B. Conceding quickly to maintain harmony
C. Advocating for your own value and building better relationships
D. Avoiding difficult conversations
Correct answer: C


2. Before approaching any negotiation, what is most crucial to identify about yourself?

A. Your previous negotiation failures
B. Your weaknesses and limitations
C. Your willingness to accept any offer
D. Your unique value proposition and what you want
Correct answer: D


3. Negotiation is best described as what kind of task?

A. A process of making demands and sticking to them
B. A debate to convince the other party they are wrong
C. A joint problem-solving task to enhance value for both parties
D. A competitive friendly conversation to win as much value for yourself
Correct answer: C


4. What is a “target point” in negotiation?

A. The other party’s lowest acceptable outcome
B. The starting point of the negotiation
C. An outcome for the negotiation that you would be extremely happy with
D. The lowest acceptable outcome
Correct answer: C


5. What is a “reservation price” in negotiation?

A. The initial offer you make
B. The price at which you reserve the right to escalate the negotiation
C. The price at which the other party starts the negotiation
D. Your bottom line, where you should be indifferent to reaching an agreement or not
Correct answer: D


6. When should you explicitly reveal your bottom line to the other party?

A. Always, to be transparent
B. Never, as the other party is likely to think you are bluffing
C. Only if they ask directly
D. When you feel you have strong leverage
Correct answer: B


7. What is a key reason for networking with others in your field when preparing for negotiation?

A. To limit your options to a single offer
B. To find out what the job postings say
C. To better understand the employer’s needs and constraints
D. To tell them about your strong BATNA
Correct answer: C


8. What is a “scoring system” in job negotiation used for?

A. To objectively evaluate a job offer based on salary alone
B. To determine the other party’s bottom line
C. To rank potential employers
D. To calibrate your preferences and incorporate different important aspects of a job beyond just salary
Correct answer: D


9. What type of compensation could be of high value to you but low cost to the company, making it a good candidate for adding an issue in the job negotiation?

A. Base salary
B. Stock options
C. Large sign-on bonuses
D. Contingencies like rapid reviews or professional development opportunities
Correct answer: D


10. How should you approach the concept of “work-life balance” in a scoring system for negotiation?

A. By assuming the company will offer it
B. As a general “high, medium, low” option
C. By defining specific, negotiable elements like number of work-from-home days or amount of travel
D. It’s not a suitable item for a scoring system
Correct answer: C

Module 9 Quiz Answers : Job Search in the Age of AI

1. According to Lolita Hill from EY, what is EY’s primary method for screening job applicants?

A. Manual, hand-review of all resumes by recruiters ✅
B. A hybrid system involving both AI and human review
C. Automated AI systems that rank candidates based on keywords
D. Third-party AI software that pre-screens resumes


2. According to Erica Levine, what is a good strategy for job seekers to increase their chances of success?

A. Avoid networking and focus solely on online applications
B. Focus on roles where you meet most of the qualifications and have relevant experience ✅
C. Expect immediate interview invitations for every application
D. Apply to as many diverse roles as possible, regardless of qualification


3. Anita Galliano states that CohnReznick uses what system to manage applicants, rather than AI for screening?

A. Manual spreadsheet tracking
B. Applicant Tracking System (ATS) ✅
C. Blockchain technology
D. Direct email communication only


4. According to Josh Tinney, what advice does he give regarding career coaches claiming to optimize resumes for AI?

A. Such claims often overestimate the sophistication of current ATS AI ✅
B. Keyword stuffing is the most effective way to beat AI systems
C. All companies universally use AI to detect keyword density
D. Their services are essential for getting noticed


5. Kim Rice DeGross notes a common trend among firms using AI for applicant tracking. What is the primary function of these systems?

A. To conduct initial video interviews with AI bots
B. To identify the best match based on applicant skills and rank candidates ✅
C. To automatically reject applications without human review
D. To write cover letters for applicants


6. When using AI tools to assist with job application materials, what caution does Kim Rice DeGross give about attention to detail?

A. Focus only on the length of the document, not the content
B. Be careful about using the wrong company name or no name at all ✅
C. Ensure the font and formatting are consistent
D. Always use the exact phrasing suggested by AI


7. Overall sentiment from recruiters regarding AI in screening applicants:

A. Most firms extensively use advanced AI to screen applicants
B. AI is used primarily to generate interview questions
C. AI is replacing all human recruiters in the initial screening phase
D. While Applicant Tracking Systems (ATS) are common, true AI screening is not yet widespread in their firms ✅


8. Why is it important to use keywords that match the job description in your resume and cover letter?

A. It is a sign of good grammar and spelling
B. It makes the document longer and more impressive
C. It guarantees an immediate interview
D. Applicant Tracking Systems (ATS) look for these keywords to surface matches ✅


9. Advice on using AI to create a cover letter:

A. AI-generated cover letters are always preferred by recruiters
B. It can make your letter sound generic, like other AI-generated ones ✅
C. You should only use AI to generate the entire letter without customization
D. It is a best practice for efficiency


10. Beyond simply matching keywords, what should a cover letter do to help an applicant stand out?

A. Be as brief as possible to save recruiter time
B. Include a narrative that highlights what makes the applicant special ✅
C. Primarily focus on listing every past job title
D. Be an exact replica of the resume in prose form

Module 10 : Course wrap-up 

After completing the course you will get a course completion certification :

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