Maswali yanayounganishwa na mwongozo · Kati Kiwango

Maswali ya Uendeshaji wa AI

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Swali 1 ya 8

What should a model service do when a required dependency is unavailable?

Hakiki kila swali8 maswali

Majibu na maelezo huonekana unapojibu maswali.

  1. What should a model service do when a required dependency is unavailable?
    • Return an untested substitute as if it were verified
    • Hide the outage from operators
    • Continue every consequential action without the dependency
    • Enter an explicit, truthful degraded or unavailable state
  2. Which artifacts should be versioned as part of a model release?
    • Only the public API name
    • Model, transformations, prompts, retrieval indexes, dependencies, and configuration
    • Only the model weights
    • Only the server host
  3. A training job completes successfully. What does that establish for deployment?
    • Only that training completed; the checkpoint still needs release checks
    • That quality and compatibility are acceptable
    • That automatic promotion is safe
    • That rollback is unnecessary
  4. An endpoint returns HTTP 200 but serves old retrieval results. What is the operational lesson?
    • The request must be correct because it returned 200
    • Stale results are not a service issue
    • Transport health does not establish current or correct task output
    • HTTP status replaces quality monitoring
  5. Why keep a tested route back to the last compatible version?
    • To eliminate the need for evaluation
    • To recover when a release causes regression or incompatibility
    • To make every model release permanent
    • To hide operational incidents
  6. Should every newly trained checkpoint be promoted automatically?
    • Yes, if the training loss decreased
    • Yes, because automation removes risk
    • No checkpoint may ever be deployed
    • No; quality and compatibility checks should precede promotion
  7. Who should respond to an operational alert?
    • Any user who happens to see it
    • The training dataset itself
    • An assigned owner who can investigate impact and verify recovery
    • No one if uptime remains above target
  8. Which set gives a fuller view of operational success?
    • Availability, data correctness, task outcomes, and resource use
    • Uptime alone
    • Training accuracy alone
    • Number of deployment files