引导式测验 · 中等 等级

人工智能与气候测验

按任务、地点、范围、不确定性、数据覆盖范围、罕见事件表现、资源使​​用和决策后果评估气候人工智能。

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问题 1 的 8

What information should accompany a climate-related prediction?

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  1. What information should accompany a climate-related prediction?
    • Location, time horizon, uncertainty, and intended decision
    • 仅型号名称
    • A single number without context
    • 训练纪元数
  2. Why should climate models be tested on unusual events as well as average conditions?
    • Average performance guarantees extreme-event performance
    • Unusual events should always be removed
    • Rare events may matter most for planning even if average error is low
    • Rare events have no effect on decisions
  3. What can measurement changes do to an apparent environmental trend?
    • Guarantee the trend is real
    • Create an apparent change unrelated to the climate outcome
    • Remove missing observations
    • Make geographic coverage equal
  4. How should model performance transfer to a different climate or sensor setup be treated?
    • Assume it works if the model is large
    • Use the same score without checking
    • Reuse the original aggregate score as proof of local performance
    • It needs evaluation because transfer is not automatic
  5. What should a team measure when considering AI’s climate impact?
    • Compute use and downstream operational effects under stated assumptions
    • 仅参数数量
    • Only the model’s predicted score
    • 数据点的数量
  6. What does a model’s compute estimate establish about a full lifecycle impact?
    • It equals every downstream effect
    • It proves emissions fell
    • It is one component, not automatically a complete lifecycle assessment
    • It establishes a universal carbon saving
  7. Why check geographic coverage and measurement quality before using a climate forecast in a community?
    • Coverage does not affect climate applications
    • The available observations and evaluation may not represent that location or its conditions
    • It guarantees every location has sensors
    • It removes the need for uncertainty
  8. Who should retain authority over environmental or emergency actions?
    • The model automatically
    • The sensor vendor
    • 训练数据集
    • The accountable decision-maker using evidence and review