# OUTLINE

## 1. Problem & Contribution
- What is the problem? Why hard/important?
- Contributions (bulleted, measurable)

## 2. Background & Design Principles
- Key concepts and invariants
- Prior work and your stance

## 3. Implementation Overview
- Architecture and key components
- Invariants/guards that make it work

## 4. Evaluation Plan
- Metrics and baselines
- Datasets/apps/tasks

## 5. Related Work
- What you improve or complement

## 6. Discussion & Limitations
- What doesn’t work yet / trade‑offs

## 7. Conclusion & Future Work