01: FM Output Quality Assessment — Deep Dive Scenarios
Parent: 01-fm-output-quality-assessment.md AIP-C01 Skill: 5.1.1 — Assess the quality of FM outputs (for example, relevance, coherence, fluency, and factual accuracy)
Scenarios
| # | Scenario | Focus Area | Difficulty Range |
|---|---|---|---|
| 01 | Recommendation Relevance Scoring | Relevance metrics for manga recommendations | Easy → Very Hard |
| 02 | FAQ Factual Accuracy Validation | Factual accuracy checking for product/policy info | Easy → Very Hard |
| 03 | Multi-Turn Consistency Check | Consistency across conversation turns | Easy → Very Hard |
| 04 | Japanese Content Fluency Evaluation | Fluency evaluation for bilingual content | Easy → Very Hard |
How to Use These Scenarios
Each scenario folder contains: - README.md — Follow-up questions at 4 difficulty levels (Easy, Medium, Hard, Very Hard) - ANSWERS.md — Detailed answer key with reasoning, code snippets, and MangaAssist context
Interview Prep Flow: 1. Read the parent file for the conceptual foundation 2. Work through Easy questions to confirm understanding 3. Progress to Medium/Hard for system design depth 4. Tackle Very Hard for production edge cases and tradeoffs