Generic Conclusions to Cut
Generic conclusions are where AI drafts go to die quietly. The body may contain useful points; the final paragraph restates them in warmer adjectives, adds a call to action nobody asked for, and claims future success without evidence. Readers skim it; detectors flag it.
The template ending
You have seen it: “In conclusion,” followed by three themes, followed by “the future looks bright” or “now more than ever.” The section could be swapped into another article on another topic and still parse.
Before: In conclusion, effective communication, strong leadership, and continuous learning are essential for success in the modern workplace. By embracing these principles, organizations can navigate challenges and thrive in an ever-changing landscape.
After: If you adopt one practice this quarter, record decisions in writing after meetings. That single habit fixed more misalignment for us than any slogan.
Why models default here
Summaries are a safe completion strategy. Models are rewarded for closure. When they lack new information, they synthesize themes already present—sometimes with significance inflation layered on top.
Humans also write weak conclusions when tired. The tell is interchangeable vocabulary.
What a conclusion should do
Depends on genre:
- Argument: Answer “so what?” with a consequence or recommendation tied to evidence in the body.
- Tutorial: State the next action the reader can take in five minutes.
- Report: Name open questions or risks discovered during analysis.
If the conclusion only repeats, delete it or merge one sentence into the introduction.
Before and after for a how-to
Before: Ultimately, mastering these techniques will empower you to become a more effective writer and achieve your goals.
After: Run this checklist on your next draft before you send it. Skip the conclusion if everything is already said.
Meta, but honest.
Cutting without losing structure
Sometimes the fix is a single sharp line, not a paragraph. End on the strongest example from the piece. End on a constraint readers should remember. End on silence.
I ask: what do I want someone to do or believe on the last page that they did not believe on page one? If nothing, the conclusion is decoration.
REhume and final passes
Automated humanizers often trim boilerplate endings because they match high-frequency training patterns. Use suggestions as scissors, not scripture. You may need a conclusion—just not a generic one.
Respect the reader’s time
A generic conclusion insults people who read the whole piece. They already absorbed the argument. Give them a next step, a caveat, or a memorable detail.
Cutting empty endings is one of the highest-ROI edits in AI-assisted writing. The article often ends better one paragraph sooner.
Conclusions that repeat headings
If each section already ends with a takeaway, a global conclusion triples the repetition. Try ending on the strongest section’s last line.
Before section end: …which is why we track error budgets weekly.
Before generic conclusion: In summary, tracking error budgets is essential for reliability.
After: End the article on the error budget paragraph. Done.
Calls to action without substance
“Start your journey today” and “embrace innovation” are empty CTAs. Replace with one link, one form, one command, one meeting to schedule.
Academic papers versus blog posts
Papers need synthesis that ties results to hypotheses. Blog posts often need a single next step. Do not import paper conclusions into blogs by habit.
REhume frequently trims boilerplate endings. If the tool removes your only CTA, add back a specific one tied to the piece’s goal.
Exercise
Delete your last paragraph and send the draft to a colleague. If they notice nothing missing, the conclusion was dead weight.
Generic conclusions waste the reader’s last memory of your work. Make that memory a detail, not a hymn.