Wikipedia & GPT Rules

ChatGPT Humanizer Instructions Studio

Text Pattern Diagnostic

Sentence Burstiness
Low (18, 14, 15w)
Robotic Markers
7 Flags
AI Tells Density
14.9%
Pattern Scanner Output (Flagged AI Hallmarks):

Wikipedia Anti-AI Rule Matrix

Custom Instructions Modifiers

Humanized Rewrite Preview

High Burstiness Verified
New Cadence: 4, 17, 7, 12 words (Variable) 0 Cliches • 0 Throat-Clearing

ChatGPT Custom Instructions

Field: "How would you like ChatGPT to respond?"
642 / 1500 chars
Setup in ChatGPT: Go to Settings → Personalization → Custom Instructions → Paste this prompt into box #2 ("How would you like ChatGPT to respond?").

Wikipedia's "Signs of AI Writing" Hallmarks & Fixes

Common linguistic markers documented by Wikipedia editors when detecting synthetic content:

● Formulaic Filler & Clichés

AI heavily favors words like "delve", "multifaceted", "testament to", "pave the way", and "beacon of hope". Fix: State concrete nouns and actions directly without decorative adjectives.

● Low Cadence Burstiness

Robotic writing defaults to identical sentence lengths (averaging 14–17 words each) with predictable comma clauses. Fix: Intermix punchy 3-word statements with deep narrative clauses.

● Throat-Clearing Openers

Starting with "In today's fast-paced digital world..." or "It is crucial to consider..." adds zero informational value. Fix: Cut the first 25 words completely and open immediately on the crux.

● Hollow Summary Endings

Tying every brief paragraph with "In conclusion, embracing these dynamic advancements...". Fix: End cleanly on the final substantive point or practical takeaway without a synthetic victory lap.

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