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Add the first AReno failure-mode table #55

Description

@adohe

Spec candidate: #6.

Scope

  • Add a small failure-mode table for one high-risk path.
  • Recommended first table: GRPO/GSPO ratio-vs-drift confusion, rollout/train logprob mismatch, or agent function/tool-result trajectory bugs.
  • Use the pith-train pattern: symptom -> first thing to inspect -> likely fix or next verification.

Acceptance

  • Table is concrete and points to real files/tests.
  • Does not claim all failure modes are covered.
  • No behavior changes.

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    area/algorithmsIssues or PRs related to training algorithms (SFT, DPO, GSPO, GRPO, PPO)area/dxIssues or PRs related to developer experience (error messages, ergonomics, onboarding)area/testingIssues or PRs related to the test suite and test infrastructurekind/documentationCategorizes issue or PR as related to documentation

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