Keeping Your AI Skills Current Quiz

Answers and explanations appear as you take the quiz.

1. A new AI method appears on arXiv. Which conclusion about peer review is justified by that posting alone?
   • Every reported result has been independently replicated
   • The paper has passed journal peer review
   • Its benchmark covers every practical use case
   • Posting alone does not establish peer review
2. A tool produces a draft faster but takes substantially longer to verify and repair. Which measure best assesses the workflow improvement?
   • Only the time until the first draft appears
   • Total completion time together with accuracy and necessary corrections
   • Only the length of the generated draft
   • Only the number of new features in the tool
3. Which source is most directly suited to checking how a library's current option is configured?
   • A popularity ranking without version information
   • An unrelated model demonstration
   • The library's official documentation for the relevant version
   • A repost that omits the original release notes
4. What should a useful AI learning log preserve?
   • The question, source, version, cases, results and remaining doubts
   • Only the best-looking generated output
   • Only the tool's product name and promotional claim
   • Only the number of announcements read that week
5. Why should a workflow comparison use stable inputs and scoring criteria?
   • To guarantee that the newer tool wins
   • To eliminate every possible source of uncertainty
   • To avoid ever testing new examples
   • To make differences between the compared workflows more interpretable
6. A team tunes its workflow repeatedly on the same saved tasks. What should it do before claiming broader improvement?
   • Report only the tasks it now solves perfectly
   • Evaluate fresh examples as well
   • Assume repeated exposure proves generalization
   • Remove the difficult cases from its record
7. How should NIST's AI Risk Management Framework be characterized in the learning routine?
   • A guarantee that any AI tool is safe
   • A substitute for every applicable law and contract
   • Voluntary guidance for structuring risk-management work
   • A certification automatically earned by reading its questions
8. Which learning priority is most consistent with the guide's sustainable routine?
   • A practical question tied to an actual responsibility
   • Trying every announced tool before choosing a goal
   • Replacing all established skills after every product launch
   • Measuring progress only by the number of subscriptions followed