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What should an educational AI feature begin with?

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  1. What should an educational AI feature begin with?
    • A learning objective and the decision it supports for a teacher or learner
    • A target number of student messages
    • The model’s most fluent subject
    • A leaderboard position
  2. Why is interface activity alone insufficient evidence of learning?
    • Activity cannot be measured
    • Learning is identical to completion
    • The model score already measures comprehension
    • Clicks and time spent do not show that learners understood or can apply the material
  3. A generated translation sounds fluent but changes a concept. What does this illustrate?
    • Translation quality is irrelevant to learning
    • A fluent answer must be correct
    • Fluency is not enough to establish accurate educational feedback
    • Learners cannot notice translation errors
  4. When should teacher review be retained?
    • Only when a student asks twice
    • For high-impact assessment and explanations that need evidence
    • Never, if the assistant cites a source
    • Only for lessons with images
  5. What data practice supports student privacy?
    • Send complete student histories to every tool
    • Keep student data indefinitely
    • Assume classroom use implies consent
    • Document collection, retention, provider access, and age-appropriate safeguards
  6. Why assess the tool on varied devices and accessibility technologies?
    • Access and feedback may differ across learner conditions
    • Every device renders the same experience
    • Accessibility tools only affect appearance
    • A single average reveals all learner needs
  7. A lesson is intended to build independent problem-solving. What should the explanation avoid?
    • Offering a question that checks understanding
    • Hiding the reasoning process or final answer in a way that removes the intended practice
    • Allowing a learner to ask for a hint
    • Showing evidence behind an explanation
  8. Which outcome set gives a fuller view of an education tool?
    • Number of prompts alone
    • Model parameters and latency only
    • Learning gains, completion, confidence, and support burden
    • How often students open the page