[P3][Phase-3][document] Issue 4.5: Failure Case Analysis Missing

[matercomus]

Metadata

• Priority: P3-Minor
• Phase: Phase 3 (Week 3)
• Feasibility: document
• Category: documentation
• Effort: 2 hours
• Dependencies: None

Problem Statement

No failure case analysis. Understanding when and why model fails provides valuable insights.

Evidence

Results: Success cases shown
Missing: Failure analysis, error patterns

Required Changes

1. Identify common failure modes
2. Analyze failure patterns
3. Provide example failure cases
4. Discuss why failures occur
5. Suggest potential improvements
6. Add limitations section based on failures

Validation Steps

• Failure modes identified
• Patterns analyzed
• Examples provided
• Causes discussed
• Improvements suggested

Files to Modify

• Results documentation
• Analysis section
• Limitations section
• Discussion

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Reference: docs/implementation-review-remeditation/IMPLEMENTATION_REMEDIATION_REPORT.md - Issue 4.5
Roadmap: Phase 3 - Week 3 (2 hours)