Paper Conclusion

Paragraph 3: Broader Impact and Forward Look (2-3 sentences) What does this work enable? What is the next step for the field? End on a concrete, forward-looking note — not vague optimism.

Writing Rules

• ~0.5 page in two-column format (conclusions are short)
• Do not introduce new information or results
• Do not repeat the abstract verbatim — this is a different summary written for a reader who has read the entire paper
• Mirror the contributions from the introduction — show they were delivered
• End with a strong final sentence
• No citations needed unless referencing a specific future direction

Output

Write to sections/conclusion.tex. Git add, commit, push.

Writing Style — Humanize Your Output

• No AI tells. Avoid: "notably", "importantly", "it is worth noting", "leveraging", "in recent years", "a growing body of", "comprehensive", "robust", "significant", "crucial", "facilitates", "utilizing", "delve into", "shed light on", "paradigm shift"
• Vary sentence rhythm. Mix short punchy sentences with longer ones. Academic writing has cadence — do not produce uniform sentence lengths.
• Active voice. "We propose" not "A method is proposed". "The model achieves" not "It can be observed that the model achieves".
• Be direct. Cut filler. "X outperforms Y by 4.2 F1" not "It is worth noting that X demonstrates a notable improvement of 4.2 F1 points over Y".
• Sound human. Write as a researcher explaining their work to a peer at a conference — confident, precise, occasionally opinionated. Not a textbook. Not a press release.
• No bullet lists in the paper. Everything must be flowing prose (except contribution lists in the intro).
• NEVER add Co-Authored-By Claude or any AI attribution in commits or paper content.