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Practice 42AdvancedConceptsAbout 18 minutes

Corresponding knowledge: Success rates and retry accounting for stochastic tasks

If you run the same question ten times and only succeed six times, how do you report and select the online version?

Examine randomness, task-level statistics, pass@k, and stability.

Learn corresponding knowledgeInterview questions · Answer independently →
pass@kStabilitystatistics

Knowledge content check2026-10-03 · Check the source of the original question2026-10-02

The knowledge corresponding to this exercise:

Agent evaluation: outcomes, constraints, and evidence · Hierarchical deep learning →
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Knowledge exercises·Independent answers

My notes and review ↗

Principles and Solutions have been collapsed. Explain the core mechanism, boundaries and verification methods in your own words, and then compare them.

Answers and personal notes

Each modified commit will be kept as an independent history. Your level of mastery is up to you to evaluate yourself against the standards.

Explain in your own words first

The core principles, analysis, Q&A and migration cases have been closed. When you are ready, unfold it and compare it with the content to find any omissions.

Hands-on verificationComplete on demand · Suggestions15 minutes

Explain how the results of A and B running three tasks each three times should be summarized, and which conclusions cannot be directly derived.

Expand acceptance requirements and checkpoints
  • Failed to delete without merit
  • Repeat count and budget transparency
  • Risk violations are reported individually

Key inspections

  • The metric denominator is consistent with the user retry strategy
  • Understand the correlation of repeated observations
  • Comprehensive decision-making based on quality cost risk