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Context Evaluation

When context is changed, evaluate its effect with both quantitative and qualitative measures.

  • Information density: effective information per token.
  • Verbosity: excess wording that can reduce attention on critical details.
  • Correctness: whether system outputs include expected facts and decisions.
  • Evaluate before broad rollout of major context changes.
  • Track metric movement over time to detect drift.
  • Pair metric scores with scenario-based examples so changes remain interpretable.