Maswali yanayounganishwa na mwongozo · Ngumu Kiwango

Maswali ya Kuzingatiwa kwa AI

Huchunguza vipimo, ufuatiliaji, kumbukumbu, matokeo ya kazi, faragha ya telemetry, arifa zinazoweza kutekelezeka, udugu wa kutofaulu na ushahidi wa utekelezaji.

Njia za mwongozo zinazohusianaKuzingatiwa kwa AI
Swali 1 ya 8

Which observability signal connects stages of a single request?

Hakiki kila swali8 maswali

Majibu na maelezo huonekana unapojibu maswali.

  1. Which observability signal connects stages of a single request?
    • A dashboard theme
    • A trace
    • A model card
    • A weekly training report
  2. A model call returns successfully but the user task is incomplete. What does transport health show?
    • That the output is factually supported
    • That the user’s goal was met
    • Only that the call returned, not that the requested task succeeded
    • That the tool action was authorized
  3. Why correlate logs, traces, and metrics with stable request and version identifiers?
    • They prove internal model reasoning
    • They eliminate privacy review
    • They make every output reproducible
    • Together they help explain patterns and locate the affected release
  4. Why avoid recording every prompt and response by default?
    • Telemetry can create a sensitive data store and should be minimized for its diagnostic purpose
    • Logs cannot store text
    • More logs always improve privacy
    • Prompts contain no user information
  5. What should an actionable alert include?
    • Every event from every service
    • An owner, threshold, diagnostic context, and recovery procedure
    • Only a severity color
    • A prompt telling the model to explain itself
  6. A model reports a chain of reasoning about a tool action. Is that an authoritative execution record?
    • Yes, if the explanation is detailed
    • Yes, if the answer is confident
    • No; use actual tool records, timestamps, and verified state changes
    • Only when the action succeeded
  7. How can a team test whether its observability path works?
    • Wait for a major production incident
    • Check only that dashboards load
    • Ask an operator whether they remember seeing an alert
    • Induce a controlled failure and verify the expected signal and traceability
  8. Which is a task-level measurement for a model application?
    • Evidence coverage or verified outcome
    • GPU model number
    • Count of log lines
    • The model’s answer length