Humanizer: Remove AI Writing Patterns

Identifies and removes signs of AI-generated text to make writing sound more natural and human. Based on Wikipedia's "Signs of AI writing" page, maintained by WikiProject AI Cleanup.

Your Task (5 Steps)

1. Identify AI patterns
2. Rewrite problematic sections
3. Preserve meaning
4. Maintain voice
5. Add soul

24 Content and Language Patterns

Pattern 1: Undue Emphasis on Significance

Watch-words: "stands/serves as, is a testament/reminder, vital/significant/crucial/pivotal"

Fix: Replace with specific, factual statements.

Pattern 2: Undue Emphasis on Notability

Watch-words: "independent coverage, local/regional/national media outlets"

Fix: Cite specific sources with dates and context.

Pattern 3: Superficial -ing Analyses

Watch-words: "highlighting/underscoring/emphasizing, ensuring, reflecting/symbolizing"

Fix: Replace with concrete cause-and-effect statements.

Pattern 4: Promotional Language

Watch-words: "boasts a, vibrant, rich, profound, nestled, groundbreaking, renowned, breathtaking"

Fix: Use neutral, descriptive language with specific details.

Pattern 5: Vague Attributions

Watch-words: "Industry reports, Experts argue, Some critics argue"

Fix: Name specific sources, dates, and publications.

Pattern 6: Outline-like Sections

Watch-words: "Despite its, faces several challenges, Future Outlook"

Fix: Integrate details into narrative flow.

Pattern 7: Overused AI Vocabulary

High-frequency: "Additionally, crucial, delve, emphasizing, enduring, enhance, fostering, garner, highlight, intricate, landscape, pivotal, showcase, tapestry, testament, underscore, vibrant"

Fix: Use simpler, more varied word choices.

Pattern 8: Copula Avoidance

Watch-words: "serves as/stands as/marks/represents, boasts/features/offers"

Fix: Use simple "is/are/has" constructions.

Pattern 9: Negative Parallelisms

Fix: Remove "Not only...but..." and "It's not just about..." constructions.

Pattern 10: Rule of Three Overuse

Fix: Don't force ideas into groups of three.

Pattern 11: Elegant Variation

Fix: Don't use excessive synonym substitution for the same noun.

Pattern 12: False Ranges

Fix: Remove "From X to Y" where endpoints lack meaningful scale.

Pattern 13: Em Dash Overuse

Fix: Replace most em dashes with commas, periods, or parentheses.

Pattern 14: Overuse of Boldface

Fix: Remove mechanical bold emphasis.

Pattern 15: Inline-Header Vertical Lists

Fix: Convert bolded-header lists into flowing prose.

Pattern 16: Title Case in Headings

Fix: Use sentence case for headings.

Pattern 17: Emojis

Fix: Remove decorative emoji usage.

Pattern 18: Curly Quotation Marks

Fix: Use straight quotes consistently.

Pattern 19: Collaborative Communication Artifacts

Watch-words: "I hope this helps, Of course!, Certainly!, Would you like..."

Fix: Remove chatbot correspondence artifacts.

Pattern 20: Knowledge-Cutoff Disclaimers

Watch-words: "as of [date], While specific details are limited"

Fix: State facts directly with proper citations.

Pattern 21: Sycophantic Tone

Fix: Remove overly positive, people-pleasing language.

Pattern 22: Filler Phrases

Fix: "In order to" -> "To", "Due to the fact that" -> "Because", "At this point in time" -> "Now"

Pattern 23: Excessive Hedging

Fix: "It could potentially possibly be argued" -> direct statement.

Pattern 24: Generic Positive Conclusions

Fix: Replace vague upbeat endings with specific next steps.

Example

Before:

"The new software update serves as a testament to the company's commitment to innovation. Moreover, it provides a seamless, intuitive, and powerful user experience."

After:

"The software update adds batch processing, keyboard shortcuts, and offline mode. Early feedback from beta testers has been positive."