引导式测验 · 简单 等级

AI 故障模式测验

测试根本原因分类、系统边界、误用、幂等性、匹配控制、回归案例和验证。

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问题 1 的 8

A system invents a citation. Why classify this separately from a duplicated payment?

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  1. A system invents a citation. Why classify this separately from a duplicated payment?
    • All errors should use the same mitigation
    • A citation error is always a network failure
    • The triggers, consequences, and useful controls differ
    • The payment system cannot have model errors
  2. A model correctly interprets a request, but a tool acts on the wrong account. What kind of issue may this be?
    • Proof the model’s language output was wrong
    • Evidence the user intended the other account
    • A formatting problem only
    • A system-level failure outside the model’s interpretation
  3. Why should a retry use transaction identifiers when an action may already have completed?
    • To help prevent a repeated request from duplicating the external action
    • To make the model’s answer more fluent
    • To eliminate authorization checks
    • To ensure every retry succeeds
  4. How should ordinary input variability and deliberate misuse be tested?
    • Only with adversarial prompts
    • As distinct test categories, since they expose different weaknesses
    • Only with clean standard inputs
    • As identical cases requiring one metric
  5. A fix passes the exact failed example once. What conclusion is justified?
    • That the entire failure class is eliminated
    • That regression tests are no longer needed
    • That this replay passed; meaningful variations and the underlying cause still need testing
    • That all future inputs will behave the same
  6. Which control fits a tool that must not change accounts without authorization?
    • A more polished response template
    • A longer model context window
    • A higher image resolution
    • Permission limits and an explicit authorization check
  7. Why retain failed cases in a regression suite?
    • To check whether later changes reintroduce known failures
    • To guarantee the model never changes
    • To replace production monitoring
    • To hide system behavior from operators
  8. An endpoint returns HTTP 200 with stale results. What does that show?
    • The request necessarily produced a useful answer
    • Transport success alone does not prove task-level correctness
    • The service has no operational issue
    • The model’s training score must be low