Notes on AI text, detection, and making machines sound less machine-y.
How Readers Detect AI Content Without Realizing It
Most people cannot formally explain why AI-generated writing feels artificial. But readers subconsciously detect patterns that make machine-written content stand out.
The Strange Evolution of AI-Safe Writing
AI-generated writing has become increasingly cautious, polished, and emotionally flattened. The internet is slowly adapting to a style designed to offend nobody and surprise nobody.
What Makes ChatGPT Copy Instantly Recognizable
Most AI-generated writing sounds polished, readable, and strangely familiar. Here are the patterns that make ChatGPT copy instantly recognizable to human readers.
Why AI Writing Feels “Off” Even When It’s Technically Perfect
AI-generated writing can be grammatically flawless yet still feel strangely hollow. Here’s why readers instinctively detect the difference between polished language and authentic human communication.
How to Grow Your Audience on LinkedIn
A clear look at how consistency, strong points of view, and real engagement can help you grow a better LinkedIn audience.
The Hidden Patterns Behind “AI Voice”
AI-generated writing has a recognizable rhythm, structure, and emotional texture. Here are the hidden patterns that make “AI voice” instantly noticeable.
Why Most AI Copy Feels Dead
AI writing is often clean, structured, and technically correct. That is exactly why it feels fake.
The Psychology of Imperfect Writing
Perfect writing is not always persuasive writing. Here’s why human beings psychologically trust imperfection more than flawless communication.
Why Human Writing Is Inconsistent (And Why That Matters)
Human writing is naturally uneven, emotional, and inconsistent. Ironically, those imperfections are often what make writing feel authentic and believable.
The Death of Corporate LinkedIn Speak
Corporate LinkedIn writing has become painfully predictable. Readers are tuning out polished motivational sludge in favor of writing that sounds genuinely human.
What Is “Text Slop” and Why Everyone Suddenly Notices It
Text slop is the flood of low-friction AI-generated writing filling blogs, LinkedIn posts, SEO pages, and social feeds. Readers are starting to recognize the pattern.
Why Every AI Paragraph Sounds Like It Went to Business School
Modern AI writing often sounds polished, neutral, and vaguely corporate. That is not an accident. Large language models are trained toward predictability, safety, and professional tone.
The Problem With Over-Optimized Content
Content optimized for algorithms often loses the very qualities that make writing feel human, memorable, and trustworthy.
Why AI Writing Is Too Symmetrical
AI-generated writing often feels unnaturally balanced and structurally perfect. Here’s why symmetry is one of the strongest hidden signals of machine-written content.
How Sentence Rhythm Exposes AI-Generated Content
AI-generated writing often sounds technically correct but rhythmically artificial. Here’s how sentence cadence reveals machine-written content almost instantly.