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Case 04 · Portfolio simulation

Bilingual AI Response Evaluation

Bilingual response review with weighted scores, critical-error rules and escalation decisions.

Best for: AI evaluation | LLM rating | Bilingual response review | Content quality

View PDF — Case 04

What the work demonstrates

  • Scoring English and Chinese responses against reference facts and task instructions.
  • Applying weighted criteria, a critical-error override and a consistent error taxonomy.
  • Explaining acceptance, revision, rejection and unresolved-case escalation.

Main deliverables

  • Evaluation rubric
  • Six bilingual worked cases and a score sheet
  • Error tags, rationales and proposed corrections

Atlas evidence

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