AI and Entry-Level Jobs Quiz

Answers and explanations appear as you take the quiz.

1. Why are entry-level jobs especially exposed to generative AI, according to the guide?
   • Junior workers are paid more than senior workers
   • Junior roles often consist of codified tasks like drafting, summarizing and basic code that AI does well
   • Entry-level jobs are all in manufacturing
   • Laws require firms to automate junior roles first
2. What data source did the 2025 Stanford Digital Economy Lab study use?
   • Social media posts
   • A survey of CEOs
   • Payroll data from ADP
   • Search engine trends
3. Which group saw the relative employment decline in that study?
   • Workers aged 22 to 25 in the most AI-exposed occupations
   • Workers over 60 in all occupations
   • Managers in manufacturing
   • Self-employed artists
4. What is the apprenticeship problem?
   • Apprenticeships are illegal in most countries
   • AI tutors replace university degrees
   • Senior workers refuse to use AI
   • Automating tasks juniors learned on may reduce the number of people who build senior-level judgment
5. Which factor does the guide list as a caveat that complicates reading the hiring data?
   • Higher interest rates and a correction after pandemic-era over-hiring
   • A worldwide ban on hiring graduates
   • The end of payroll reporting
   • A decline in university enrollment to zero
6. What is the difference between automation and augmentation in this research?
   • Automation uses robots; augmentation uses software
   • There is no difference
   • Automation means AI completes the task; augmentation means AI helps a person do it
   • Augmentation only applies to physical jobs
7. Why do labor studies compare age groups within the same firm and occupation?
   • To make the data set smaller
   • To separate AI effects from shocks like interest rates that hit all workers at a firm
   • Because older workers refuse to answer surveys
   • To prove AI caused every change
8. Which statement matches the guide's view of the overall evidence?
   • AI has eliminated all entry-level jobs
   • AI has had no measurable effect on any workers
   • Only jobs in Europe are affected
   • Pressure is uneven and concentrated in specific occupations, not a universal collapse